Publications
International Journals:
2024
Y.-M. Shin, S.-W. Kim, and W.-Y. Shin*, "PAGE: Prototype-based model-level explanations for graph neural networks," IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
S. Kook, W.-Y. Shin, S.-L. Kim, and S.-W. Ko*, "Energy-efficient edge learning via joint data deepening-and-prefetching," IEEE Transactions on Wireless Communications, to appear.
C. Tran, W.-Y. Shin*, and A. Spitz, "IM-META: Influence maximization using node metadata in networks with unknown topology," IEEE Transactions on Network Science and Engineering, vol. 11, no. 3, pp. 3148-3160, May/June 2024.
C. Seo, K.-J. Jeong, S. Lim, and W.-Y. Shin*, "SiReN: Sign-aware recommendation using graph neural networks," IEEE Transactions on Neural Networks and Learning Systems (Special Issue on Deep Neural Networks for Graphs: Theory, Models, Algorithms and Applications), vol. 35, no. 5, pp. 4729-4743, April 2024.
Y.-M. Shin, C. Tran, W.-Y. Shin*, and X. Cao, "Edgeless-GNN: Unsupervised representation learning for edgeless nodes," IEEE Transactions on Emerging Topics in Computing (Special Section on Emerging Trends and Advances in Graph-Based Methods and Applications), vol. 12, no. 1, pp. 150-162, January-March 2024. [This work won the Bronze Prize of the 2022 Samsung Humantech Paper Contest.]
N. Kwon, J. Bang, W. J. Sung, J. H. Han, D. Lee, I. Jung, S. G. Park, H. Ban, S. Hwang, W.-Y. Shin, J. Bae, and D. Lee*, "Machine learning investigation of high-k metal gate processes for dynamic random access memory peripheral transistor," APL Materials, vol. 12, no. 2, pp. 1-10, February 2024.
2023
S. Lee, S. Hong, W.-Y. Shin, and B. G. Lee*, "The experiences of layoff survivors: Navigating organizational justice in times of crisis," Sustainability (Special Issue on Future of Human Capital from the Perspective of Sustainable Development), vol. 15, no. 24, pp. 1-20, December 2023.
J.-D. Park, C. Tran, W.-Y. Shin*, and X. Cao, "On the power of gradual network alignment using dual-perception similarities," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 12, pp. 15292-15307, December 2023.
J. Joung*, C.-W. Jung, H.-C. Lee, M.-J. Chae, H.-S. Kim, J. Park, W.-Y. Shin, C. Kim, M. Lee, and C. Choi*, "Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-net for high intrasubject blood pressure variations," Scientific Reports, vol. 13, pp. 1-12, May 2023.
Digital Chosun (June 2023)
I. Sohn, J. An, D. Shin, J. Kim, T. Nakazawa, Y. Kotsugi, S.-H. Kim, H. Yoon, W.-Y. Shin*, S. M. Chung*, and H. Kim*, "Quantitative two-stage classification of gas mixtures using 2D TMDC and PGM chalcogenides," IEEE Sensors Journal, vol. 23, no. 8, pp. 8154-8161, April 2023.
H. Seong, J. Kim, W.-Y. Shin*, and H. Lee*, "FiFo: Fishbone forwarding in massive IoT networks," IEEE Internet of Things Journal, vol. 10, no. 5, pp. 4339-4352, March 2023.
J.-J. Cha, N.-L. Nguyen, C. Tran, W.-Y. Shin, S.-G. Lee, Y.-J. Lee, S.-J. Lee, S.-J. Hong, C.-M. Ahn, B.-K. Kim, Y.-G. Ko, D. Choi, M.-K. Hong, Y. Jang, J. Ha*, and J.-S. Kim*, "Assessment of fractional flow reserve in intermediate coronary stenosis using optical coherence tomography-based machine learning," Frontiers in Cardiovascular Medicine, vol. 10, pp. 1-7, January 2023.
Yonhapnews (March 2023)
2022
H. Kwon, J. An, D. Lee, and W.-Y. Shin*, "DATa: Domain adaptation-aided deep table detection using visual-lexical representations," Knowledge-Based Systems, vol. 258, pp. 1-12, December 2022.
H. Kim, B. S. Lee, W.-Y. Shin, and S. Lim*, "Graph anomaly detection with graph neural networks: Current status and challenges," IEEE Access, vol. 10, pp. 111820-111829, October 2022.
C. Jeong, C.-J. Chun, W.-Y. Shin*, and I.-M. Kim, "Transport capacity optimization for resource allocation in tera-IoT networks," IEEE Internet of Things Journal, vol. 9, no. 16, pp. 15270-15284, August 2022.
S. Lee and W.-Y. Shin*, "Utility-embraced microaggregation for machine learning applications," IEEE Access, vol. 10, pp. 64535-64546, June 2022.
D. Liu*, W.-Y. Shin, E. Sprecher, K. Conroy, O. Santiago, G. Wachtel, and M. Santillana*, "Machine learning approaches to predicting no-shows in pediatric medical appointment," npj Digital Medicine, vol. 5, pp. 1-11, April 2022.
"Researchers create AI model to predict pediatric no-shows," Healthcare IT News (April 2022)
"Boston Children's Hospital trials AI to predict no-shows," Becker's Hospotal Review (April 2022)
"How machine learning models can predict if patients will show up for appointments," Health Exec (May 2022)
C. Tran, W.-Y. Shin*, A. Spitz, and M. Gertz, "DeepNC: Deep generative network completion," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 4, pp. 1837-1852, April 2022.
J. Moon, Y.-M. Shin, J.-D. Park, N. Minaya, W.-Y. Shin*, and S.-I. Choi*, "Explainable gait recognition with prototyping encoder-decoder," PLoS One, vol. 17, no. 3, pp. 1-20, March 2022.
K.-J. Jeong, J.-D. Park, K. Hwang, S.-L. Kim, and W.-Y. Shin*, "Two-stage deep anomaly detection with heterogeneous time series data," IEEE Access, vol. 10, pp. 13704-13714, February 2022.
Y. Kang, J. S. Lee, W.-Y. Shin, and S.-W. Kim*, "Community reinforcement: An effective and efficient preprocessing method for accurate community detection," Knowledge-Based Systems, vol. 237, pp. 1-12, February 2022.
2021
H.-K. Bae, H.-O. Kim, W.-Y. Shin, and S.-W. Kim*, ""How to get consensus with neighbors?": Rating standardization for accurate collaborative filtering," Knowledge-Based Systems, vol. 234, pp. 1-13, October 2021.
C. Tran, W.-Y. Shin*, and A. Spitz, "Community detection in partially observable social networks," ACM Transactions on Knowledge Discovery from Data, vol. 16, no. 2, pp. 1-24, July 2021.
S. Park, W.-Y. Shin*, M. Choi*, and J. Kim*, "Joint mobile charging and coverage-time extension for unmanned aerial vehicles," IEEE Access, vol. 9, pp. 94053-94063, July 2021.
W. Son, H. Nam, W.-Y. Shin*, and B. C. Jung*, "Secrecy outage analysis of multiuser downlink wiretap networks with potential eavesdroppers," IEEE Systems Journal, vol. 15, no. 2, pp. 3093-3096, June 2021. [Its Conference Proceedings won the Best Paper Award at the 2020 KICS Summer Conference.]
A. Malik, J. Kim, K. S. Kim, and W.-Y. Shin*, "A personalized preference learning framework for caching in mobile networks," IEEE Transactions on Mobile Computing, vol. 20, no. 6, pp. 2124-2139, June 2021. [Its Conference Proceedings won the Best Paper Award at the 2018 KICS Summer Conference.]
C. Tran, D. D. Vu, and W.-Y. Shin*, "An improved approach for estimating social POI boundaries with textual attributes on social media," Knowledge-Based Systems, vol. 213, pp. 1-12, February 2021.
2020
J. H. Kim, W.-Y. Shin, X. Kang, H. L. Lee, and J. Joung*, "Revisiting information detection and energy harvesting: A power splitting-based approach," Entropy, vol. 22, no. 12, pp. 1-16, November 2020.
D. You, S. Ganorkar, S. Kim, K. Kang, W.-Y. Shin*, and D. Lee*, "Machine learning-based prediction models for formation energies of interstitial atoms in HCP crystals," Scripta Materialia, vol. 183, pp. 1-5, July 2020.
H. Lin, K. S. Kim, and W.-Y. Shin*, "Interference-aware opportunistic random access in dense IoT networks," IEEE Access (Special Section on New Waveform Design and Air-Interface for Future Heterogeneous Network Towards 5G), vol. 8, pp. 93472-93486, May 2020.
2019
H. Song, S. H. Chae, W.-Y. Shin, and S.-W. Jeon*, "Predictive caching via learning temporal distribution of content requests," IEEE Communications Letters, vol. 23, no. 12, pp. 2335-2339, December 2019.
H. Lin, W.-Y. Shin*, and B. C. Jung, "Multi-stream opportunistic network decoupling: Relay selection and interference management," IEEE Transactions on Mobile Computing, vol. 18, no. 10, pp. 2372-2385, October 2019.
C. Tran, J.-Y. Kim, W.-Y. Shin*, and S.-W. Kim, "Clustering-based collaborative filtering using an incentivized/penalized user model," IEEE Access, vol. 7, pp. 62115-62125, May 2019.
H. Lin, W.-Y. Shin, and J. Joung*, "Support vector machine-based transmit antenna allocation for multiuser communication systems," Entropy, vol. 21, no. 5, pp. 1-17, May 2019.
M. D. Nguyen and W.-Y. Shin*, "An improved density-based approach to spatio-textual clustering on social media," IEEE Access, vol. 7, pp. 27217-27230, March 2019.
T.-A. Do, S.-W. Jeon, and W.-Y. Shin*, "How to cache in mobile hybrid IoT networks?," IEEE Access (Special Section on Smart Caching, Communications, Computing and Cybersecurity for Information-Centric Internet of Things), vol. 7, pp. 27814-27828, March 2019.
S. W. Choi, Y.-S. Song, W.-Y. Shin, and J. Kim*, "A feasibility study on mission-critical push-to-talk: Standards and implementation perspectives," IEEE Communications Magazine, vol. 57, no. 2, pp. 81-87, February 2019.
2018
C. Jeong and W.-Y. Shin*, "Network-decomposed hierarchical cooperation in ad hoc networks with social relationships," IEEE Transactions on Wireless Communications, vol. 17, no. 11, pp. 7606-7619, November 2018.
A. Malik, S. H. Lim, and W.-Y. Shin*, "On the effects of subpacketization in content-centric mobile networks," IEEE Journal on Selected Areas in Communications (Special Issue on Caching for Communication Systems and Networks), vol. 36, no. 8, pp. 1721-1736, August 2018. [Its Conference Proceedings won the Best Paper Award at the 2017 KICS Winter Conference.]
C. Tran, W.-Y. Shin*, and S.-I. Choi*, "DIR-ST2: Delineation of imprecise regions using spatio-temporal-textual information," IEEE Access (Special Section on Big Data Learning and Discovery), vol. 6, pp. 36364-36375, June 2018.
S. W. Choi, W.-Y. Shin, and J. Kim*, "Linear algebraic beamforming design for multiuser MISO interference channels: A reduction in search space dimension," Entropy (Special Issue on Information Theory and 5G Technologies), vol. 20, no. 6, pp. 1-11, June 2018.
S.-I. Choi, S.-S. Lee, S. T. Choi*, and W.-Y. Shin*, "Face recognition using composite features based on discriminant analysis," IEEE Access, vol. 6, pp. 13663-13670, March 2018.
H. Kim, J. Kim, S. W. Choi, and W.-Y. Shin*, "Revisiting degrees of freedom of full-duplex systems with opportunistic transmission: An improved user scaling law," Entropy (Special Issue on Information Theory and 5G Technologies), vol. 20, no. 3, pp. 1-15, March 2018.
2017
J. Yoon, W.-Y. Shin*, and S.-W. Jeon, "Elastic routing in ad hoc networks with directional antennas," IEEE Transactions on Mobile Computing, vol. 16, no. 12, pp. 3334-3346, December 2017.
W.-Y. Shin, V. V. Mai, B. C. Jung, and H. J. Yang*, "Opportunistic network decoupling with virtual full-duplex operation in multi-source interfering relay networks," IEEE Transactions on Mobile Computing, vol. 16, no. 8, pp. 2321-2333, August 2017.
B. C. Jung, S. M. Kim, W.-Y. Shin, and H. J. Yang*, "Optimal multiuser diversity in multi-cell MIMO uplink networks: User scaling law and beamforming design," Entropy, vol. 19, no. 8, pp. 1-14, July 2017.
V. V. Mai, W.-Y. Shin*, and K. Ishibashi, "Wireless power transfer for distributed estimation in sensor networks," IEEE Journal of Selected Topics in Signal Processing (Special Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks), vol. 11, no. 3, pp. 549-562, April 2017. [Its Conference Proceedings won the Best Paper Award at the 2016 KICS Summer Conference.]
A. Kim* and W.-Y. Shin, "Effects of optical repeater lines for reshaping on communication systems," Microwave and Optical Technology Letters, vol. 59, no. 4, pp. 843-848, April 2017.
H. J. Yang, W.-Y. Shin, B. C. Jung*, C. Suh, and A. Paulraj, "Opportunistic downlink interference alignment for multi-cell MIMO networks," IEEE Transactions on Wireless Communications, vol. 16, no. 3, pp. 1533-1548, March 2017.
H. Lin and W.-Y. Shin*, "Non-orthogonal random access in MIMO cognitive networks: Beamforming, power allocation, and opportunistic transmission," PLoS One, vol. 12, no. 1, pp. 1-27, January 2017.
2016
H. J. Yang, W.-Y. Shin, and B. C. Jung*, "On the degrees of freedom of the large-scale interfering two-way relay network," IEEE Transactions on Vehicular Technology, vol. 65, no. 11, pp. 9442-9450, November 2016.
S.-W. Jeon, J. Kim, S. W. Choi, and W.-Y. Shin*, "Cellular-aided device-to-device communication: The benefit of physical layer network coding," IEEE Communications Letters, vol. 20, no. 11, pp. 2324-2327, November 2016.
W.-Y. Shin* and C. Jeong, "Capacity of large hybrid erasure networks with random node distribution," Wireless Networks, vol. 22, no. 7, pp. 2275-2285, October 2016 (published online, October 2015).
C. Jeong and W.-Y. Shin*, "Capacity of 3D erasure networks," IEEE Transactions on Communications, vol. 64, no. 7, pp. 2900-2912, July 2016.
C. Jeong and W.-Y. Shin*, "GreenInfra: Capacity of large-scale hybrid networks with cost-effective infrastructure," IEEE Journal on Selected Areas in Communications (Special Issue on Green Communications and Networking: Second Issue), vol. 34, no. 5, pp. 1179-1191, May 2016.
V. V. Mai, J. Kim, S.-W. Jeon, S. W. Choi, B. Seo, and W.-Y. Shin*, "Degrees of freedom of millimeter wave full-duplex systems with partial CSIT," IEEE Communications Letters, vol. 20, no. 5, pp. 1042-1045, May 2016.
C. Jeong and W.-Y. Shin*, "HierHybNET: Cut-set upper bound of ad hoc networks with cost-effective infrastructure," Wireless Networks, vol. 22, no. 4, pp. 1133-1144, May 2016 (published online, July 2015).
J. Kim, S. W. Choi*, W.-Y. Shin, Y.-S. Song, and Y.-K. Kim, "Group communication over LTE: A radio access perspective," IEEE Communications Magazine (Special Issue on Critical Communications and Public Safety Networks), vol. 54, no. 4, pp. 16-23, April 2016.
J. Yoon, W.-Y. Shin*, and H. S. Lee, "Opportunistic interference alignment in poor scattering channels," IEEE Transactions on Vehicular Technology, vol. 65, no. 2, pp. 768-779, February 2016.
C. Jeong and W.-Y. Shin*, "HierHybNET: Capacity scaling of ad hoc networks with cost-effective infrastructure," Ad Hoc Networks, vol. 37, pp. 543-552, February 2016 (published online, October 2015).
2015
H. Lin*, K. Ishibashi, W.-Y. Shin, and T. Fujii, "A simple random access scheme with multilevel power allocation," IEEE Communications Letters, vol. 19, no. 12, pp. 2118-2121, December 2015.
W.-Y. Shin*, B. C. Singh, J. Cho, and A. M. Everett, "A new understanding of friendships in space: Complex networks meet Twitter," Journal of Information Science (Special Issue on Recent Advances on Big Social Data), vol. 41, no. 6, pp. 751-764, December 2015.
T.-A. Do and W.-Y. Shin*, "Beamwidth scaling in wireless networks with outage constraints," IEICE Transactions on Communications, vol. E98-B, no. 11, pp. 2202-2211, November 2015.
H. Lin*, K. Ishibashi, W.-Y. Shin, and T. Fujii, "Decentralized multilevel power allocation for random access," IEICE Transactions on Communications (Special Issue on 5G Radio Access Networks - Part II: Multi-RAT Heterogeneous Networks and Smart Radio Technologies), vol. E98-B, no. 10, pp. 1978-1987, October 2015.
W.-Y. Shin, D. Park, and B. C. Jung*, "On the multiuser diversity in SIMO interfering multiple access channels: Distributed user scheduling framework," Journal of Communications and Networks, vol. 17, no. 3, pp. 267-274, June 2015.
W.-Y. Shin* and J. Yoon, "Generic iterative downlink interference alignment," IEICE Transactions on Communications, vol. E98-B, no. 5, pp. 834-841, May 2015.
2014
Y.-U. Jang and W.-Y. Shin*, "On the multiuser diversity of relay-aided downlink systems using reduced feedback," The Scientific World Journal, vol. 2014, pp. 1-8, November 2014.
W.-Y. Shin*, "Performance evaluation of parallel opportunistic multihop routing," Journal of Information and Communication Convergence Engineering, vol. 12, no. 3, pp. 135-139, September 2014.
H. J. Yang, B. C. Jung, W.-Y. Shin*, and A. Paulraj, "Codebook-based opportunistic interference alignment," IEEE Transactions on Signal Processing, vol. 62, no. 11, pp. 2922-2937, June 2014.
W.-Y. Shin* and J. Yoon, "Energy-efficient opportunistic interference alignment with MMSE receiver," IEIE Transactions on Smart Processing and Computing, vol. 3, no. 2, pp. 83-87, April 2014.
J. Yoon, W.-Y. Shin, and H. S. Lee*, "Energy-efficient opportunistic interference alignment," IEEE Communications Letters, vol. 18, no. 1, pp. 30-33, January 2014.
2013
W.-Y. Shin and H. Yi*, "Naive decode-and-forward relaying achieves optimal DMT for cooperative underwater communications," Journal of Information and Communication Convergence Engineering, vol. 11, no. 4, pp. 229-234, December 2013 (Invited).
W.-Y. Shin, S.-Y. Chung*, and Y. H. Lee, "Parallel opportunistic routing in wireless networks," IEEE Transactions on Information Theory, vol. 59, no. 10, pp. 6290-6300, October 2013.
H. Jin, W.-Y. Shin, and B. C. Jung*, "On the multi-user diversity with secrecy in uplink wiretap networks," IEEE Communications Letters, vol. 17, no. 9 , pp. 1778-1781, September 2013.
W.-Y. Shin*, D. E. Lucani, M. Medard, M. Stojanovic, and V. Tarokh, "On the effects of frequency scaling over capacity scaling in underwater networks-Part II: Dense network model," Wireless Personal Communications, vol. 71, no. 3, pp. 1701-1719, August 2013 (published online, January 2013).
W.-Y. Shin*, D. E. Lucani, M. Medard, M. Stojanovic, and V. Tarokh, "On the effects of frequency scaling over capacity scaling in underwater networks-Part I: Extended network model," Wireless Personal Communications, vol. 71, no. 3, pp. 1683-1700, August 2013 (published online, November 2012).
C. Jeong and W.-Y. Shin*, "Capacity scaling of hybrid erasure networks based on polynomial power-law," IEEE Communications Letters, vol. 17, no. 5, pp. 1024-1027, May 2013.
H. J. Yang, W.-Y. Shin, B. C. Jung*, and A. Paulraj, "Opportunistic interference alignment for MIMO interfering multiple-access channels," IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 2180-2192, May 2013.
K. Ishibashi*, W.-Y. Shin, H. Ochiai, and V. Tarokh, "A peak power efficient cooperative diversity using star-QAM with coherent/noncoherent detection," IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 2137-2147, May 2013.
H. J. Yang and W.-Y. Shin*, "Preamble and pilot design with computationally efficient synchronization and cell search algorithms in cellular OFDM systems," Wireless Personal Communications, vol. 70, no. 2, pp. 731-742, May 2013 (published online, July 2012).
W.-Y. Shin and K. Ishibashi*, "Hierarchical cooperation in ultra-wide band ad hoc networks," IEICE Transactions on Communications, vol. E96-B, no. 3, pp. 887-890, March 2013.
2012
W.-Y. Shin, D. Park, and B. C. Jung*, "Can one achieve multiuser diversity in uplink multi-cell networks?," IEEE Transactions on Communications, vol. 60, no. 12, pp. 3535-3540, December 2012.
W.-Y. Shin and K. Ishibashi*, "Effect of multiple antennas on the transport capacity in large-scale ad hoc networks," IEICE Transactions on Communications, vol. E95-B, no. 10, pp. 3113-3119, October 2012.
W.-Y. Shin and K. Ishibashi*, "Throughput scaling of ultra-wide band ad hoc networks with infrastructure," IEICE Transactions on Communications, vol. E95-B, no. 9, pp. 2918-2921, September 2012.
B. C. Jung, D. Park, and W.-Y. Shin*, "Opportunistic interference mitigation achieves optimal degrees-of-freedom in wireless multi-cell uplink networks," IEEE Transactions on Communications, vol. 60, no. 7, pp. 1935-1944, July 2012.
W.-Y. Shin and B. C. Jung*, "Network coordinated opportunistic beamforming in downlink cellular networks," IEICE Transactions on Communications, vol. E95-B, no. 4, pp. 1393-1396, April 2012.
2011 and Before
W.-Y. Shin, M. Kim, H. Yi*, A. Kim, and B. C. Jung, "Degrees-of-freedom based on interference alignment with imperfect channel knowledge," IEICE Transactions on Communications, vol. E94-B, no. 12, pp. 3579-3582, December 2011.
W.-Y. Shin and K. Ishibashi*, "Regional diversity-multiplexing tradeoff," IEICE Transactions on Communications, vol. E94-B, no. 10, pp. 2868-2871, October 2011.
Y.-U. Jang*, J. Joung, W.-Y. Shin, and E.-R. Jeong, "Frame design and throughput evaluation for practical multiuser MIMO OFDMA systems," IEEE Transactions on Vehicular Technology, vol. 60, no. 7, pp. 3127-3141, September 2011.
W.-Y. Shin, S.-W. Jeon, N. Devroye, M. H. Vu, S.-Y. Chung*, Y. H. Lee, and V. Tarokh, "Improved capacity scaling in wireless networks with infrastructure," IEEE Transactions on Information Theory, vol. 57, no. 8, pp. 5088-5102, August 2011.
W.-Y. Shin and A. Kim*, "Capacity scaling of infrastructure-supported erasure networks," IEEE Communications Letters, vol. 15, no. 5, pp. 485-487, May 2011.
W.-Y. Shin*, "Refined routing algorithm in hybrid networks with different transmission rates," IEEE Transactions on Communications, vol. 59, no. 5, pp. 1242-1246, May 2011.
B. C. Jung and W.-Y. Shin*, "Opportunistic interference alignment for interference-limited cellular TDD uplink," IEEE Communications Letters, vol. 15, no. 2, pp. 148-150, February 2011.
W.-Y. Shin, S.-Y. Chung*, and Y. H. Lee, "Diversity-multiplexing tradeoff and outage performance for Rician MIMO channels," IEEE Transactions on Information Theory, vol. 54, no. 3, pp. 1186-1196, March 2008.
(Revised/Submitted/In preparation)
Y.-M. Shin and W.-Y. Shin*, "Unveiling the unseen potential of graph learning through MLPs: Effective graph learners using propagation-embracing MLPs," Knowledge-Based Systems, submitted for publication.
Y. Hou, C. Tran, M. Li, and W.-Y. Shin*, "A unified framework for exploratory learning-aided community detection under topological uncertainty," IEEE Transactions on Knowledge and Data Engineering, submitted for publication.
J.-D. Park, C. Tran, W.-Y. Shin*, and X. Cao, "Node feature augmentation vitaminizes network alignment," IEEE Transactions on Knowledge and Data Engineering, submitted for publication.
I. Sohn, W.-Y. Shin, S. Shin, D. Shin, S.-I. Choi*, S. M. Chung, and H. Kim*, "Selective denoising autoencoder for classification of noisy gas mixtures using 2D transition metal dichalcogenides," Talanta, submitted for publication.
D.-H. Seo, U. J. Kim. Y.-Y. Jo, W.-Y. Shin, and S.-W. Kim*, "Generation of the standard 12-lead ECG from a wearable device for accurate diagnosis of cardiovascular diseases," in preparation.
*: Corresponding author
International Conference Proceedings:
2024
D.-H. Seo, J. Son, W.-Y. Shin, N. Kim, and S.-W. Kim*, "Empowering traffic speed prediction with auxiliary feature-aided dependency learning," in preparation.
S. Li*, J.-D. Park, W. Huang, X. Cao, W.-Y. Shin, Z. Xu, and W. Wei, "N/A (double-blind peer review)," to be submitted to the Annual Conference on Neural Information Processing Systems (NeurIPS 2024).
Y.-M. Shin, S. Li, X. Cao, and W.-Y. Shin*, "N/A (double-blind peer review)," to be submitted to the Annual Conference on Neural Information Processing Systems (NeurIPS 2024).
D.-H. Seo, J. Lim, W.-Y. Shin, and S.-W. Kim*, "N/A (double-blind peer review)," to be submitted to the ACM International Conference on Information and Knowledge Management (CIKM 2024).
H.-K. Bae, H.-R. Jang, W.-Y. Shin, and S.-W. Kim*, "N/A (double-blind peer review)," to be submitted to the ACM International Conference on Information and Knowledge Management (CIKM 2024).
J.-D. Park, J. Yoo, and W.-Y. Shin*, "N/A (double-blind peer review)," submitted to the ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD 2024).
J.-D. Park, Y.-M. Shin, and W.-Y. Shin*, "Turbo-CF: Matrix decomposition-free graph filtering for fast recommendation," in Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024) (short), Washington D.C., USA, July 2024 (to appear).
Y. Hou, J.-D. Park, and W.-Y. Shin*, "Collaborative filtering based on diffusion models: Unveiling the potential of high-order connectivity," in Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, July 2024 (to appear).
Y. Kim, T. Kim, W.-Y. Shin, and S.-W. Kim*, "MONET: Modality-embracing graph convolutional network and target-aware attention for multimedia recommendation," in Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM 2024), Mérida, Mexico, March 2024, pp. 332-340.
2023
Y. Hou, J.-D. Park, and W.-Y. Shin, "When recommender systems meet graph diffusion models," presented at the Convergence Technology Conference (CTCon), Okinawa, Japan, December 2023 (Invited).
Y.-M. Shin and W.-Y. Shin*, "Propagate & Distill: Towards effective graph learners using propagation-embracing MLPs," presented at the Learning on Graphs Conference (LoG 2023), Virtual Event, November 2023.
Y. Hou and W.-Y. Shin*, "Exploration-aided downstream graph learning tasks: A survey on exploratory graph learning," in Proceedings of the ICTC Workshop on Evolutionary Computation and Communication Intelligence (IWECCI 2023), Jeju Island, Korea, October 2023.
J.-D. Park, S. Li, X. Cao, and W.-Y. Shin*, "Criteria tell you more than ratings: Criteria preference-aware light graph convolution for effective multi-criteria recommendation," in Proceedings of the ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD 2023), Long Beach, CA USA, August 2023, pp. 1808-1819. [see the short promotional video] [It won the Best Paper Award at the 2023 KICS Summer Conference.]
T. Kim, J. Yu, W.-Y. Shin, H. Lee, J.-h. Im, and S.-W. Kim*, "LATTE: A framework for learning item-features to make a domain-expert for effective conversational recommendation," in Proceedings of the ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD 2023), Long Beach, CA USA, August 2023, pp. 1144-1153. [see the short promotional video]
S. Kook, W.-Y. Shin, S.-L. Kim, and S.-W. Ko, "Joint data deepening-and-prefetching for energy-efficient edge learning," in Proceedings of the IEEE International Conference on Communications (ICC 2023), Rome, Italy, May/June 2023.
Y.-M. Shin and W.-Y. Shin, "Towards MLPs as efficient graph learners," presented at the A3 Foresight Program - AI-Based Future IoT Technologies and Services Workshop, Seoul, Korea, February 2023 (Invited). [Won the Best Paper Award.]
N. Kang, Y.-M. Shin, and W.-Y. Shin, "Challenges on predicting drug responses using graph neural networks," presented at the A3 Foresight Program - AI-Based Future IoT Technologies and Services Workshop, Seoul, Korea, February 2023 (Invited).
T. Kim, J. Lee, J. Song, D. Lee*, J.-C. Na, S.-I. Yang, K.-J. Park, Y.-J. Yoo, J. Lee, and W.-Y. Shin*, "AI-empowered database management platform for new materials discovery for consumer electronics," in Proceedings of the IEEE Consumer Communications & Networking Conference (CCNC 2023) (Demo), Las Vegas, NV USA, January 2023.
Delight (January 2023)
2022
Y. Hou, C. Tran, and W.-Y. Shin, "Overlapping community detection via network exploration," presented at the Convergence Technology Conference (CTCon), Ho Chi Minh City, Vietnam, December 2022 (Invited).
Y. Hou, C. Tran, and W.-Y. Shin, "Community detection meets exploratory learning," presented at the A3 Foresight Program - AI-Based Future IoT Technologies and Services Workshop, Tokyo, Japan, December 2022 (Invited).
J.-D. Park, C. Tran, W.-Y. Shin, and X. Cao, "Network alignment meets feature augmentation," presented at the A3 Foresight Program - AI-Based Future IoT Technologies and Services Workshop, Tokyo, Japan, December 2022 (Invited).
W.-Y. Shin, "Towards new challenges on recommender systems using graph neural networks," presented at the International Conference on ICT Convergence (ICTC), Jeju Island, Republic of Korea, October 2022 (Invited).
T. Kim, Y. Kim, Y.-C. Lee, W.-Y. Shin, and S.-W. Kim*, "Is it enough just looking at the title?: Leveraging body text to enrich title words towards accurate news recommendation," in Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2022) (Short), Atlanta, GA USA, October 2022, pp. 4138-4142.
J.-D. Park, C. Tran, W.-Y. Shin*, and X. Cao, "Grad-Align+: Empowering gradual network alignment using attribute augmentation," in Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2022) (Short), Atlanta, GA USA, October 2022, pp. 4374-4378.
Y. Hou, C. Tran, and W.-Y. Shin*, "META-CODE: Community detection via exploratory learning in topologically unknown networks," in Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2022) (Short), Atlanta, GA USA, October 2022, pp. 4034–4038.
Y.-M. Shin, S.-W. Kim, E.-B. Yoon, and W.-Y. Shin*, "Prototype-based explanations for graph neural networks," in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-22) (Student Abstract), Virtual Event, February/March 2022, pp. 13047-13048.
J.-D. Park, C. Tran, W.-Y. Shin*, and X. Cao, "Grad-Align: Gradual network alignment via graph neural networks," in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-22) (Student Abstract), Virtual Event, February/March 2022, pp. 13027-13028.
2021
H. Zhang, Y. Hao*, X. Cao, Y. Fang, W.-Y. Shin, and W. Wang, "Relation prediction via graph neural network in heterogeneous information networks with missing type information," in Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM), Virtual Event, November 2021, pp. 2517-2526.
W.-Y. Shin, "Personalized preference-aware caching via learning," presented at the IEEE Region 10 Symposium (TENSYMP), Jeju Island, Republic of Korea, August 2021 (Invited).
H.-S. You, J.-H. Kim, W.-Y. Shin, and S.-W. Kim, "Location-aware caching via predicting heterogeneous file preferences in mobile networks," in Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom) (WiP), Virtual Event, March 2021, pp. 1-4.
W.-Y. Shin, "Network completion: Beyond matrix completion," presented at the A3 Foresight Program - AI-Based Future IoT Technologies and Services Workshop, Virtual Event, February 2021 (Invited).
C. Tran and W.-Y. Shin, "Network completion: Beyond matrix completion," in Proceedings of the International Conference on Information Networking (ICOIN), Jeju Island, Republic of Korea, January 2021, pp. 667-670.
2020
W.-Y. Shin, "Personalized preference learning for caching: A data analytics perspective," presented at the International Conference on ICT Convergence (ICTC), Jeju Island, Republic of Korea, October 2020 (Invited).
Y. Kang, J. S. Lee, W.-Y. Shin, and S.-W. Kim*, "CR-Graph: Community reinforcement for accurate community detection," in Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM) (Short), Virtual Event, October 2020, pp. 2077-2080.
2019
Y.-M. Shin and W.-Y. Shin, "Deep learning on graphs: Network embedding in incomplete networks," presented at the ShanghaiTech-Yonsei Mathematics Conference, Shanghai, China, November 2019 (Invited).
W.-Y. Shin, "Learning from uncertainty: Network completion meets machine learning applications," presented at the ShanghaiTech-Yonsei Mathematics Conference, Shanghai, China, November 2019 (Invited).
2018
C. Tran, M. D. Nguyen, T. Kawaguchi, K. Ishibashi, and W.-Y. Shin, "Analysis of the received signal strength indicator in space and time," in Proceedings of the International Conference on Next Generation Computing (ICNGC), Vung Tau, Vietnam, December 2018.
D. You, M. Joo, W.-Y. Shin, K. Kang, and D. Lee, "Prediction of formation energies of interstitial atoms in HCP crystals," presented at the International Workshop on Combinatorial Materials Science (Combi), Yokohama, Japan, October 2018.
D. You, M. Joo, W.-Y. Shin, K. Kang, and D. Lee, "Prediction of formation energies of interstitial atoms in HCP crystals," presented at the International Symposium on Metastable, Amorphous and Nanostructured Materials (ISMANAM), Rome, Italy, July 2018.
D. Vuong, J. Lee, S. K. Hong, W.-Y. Shin, and M. Yoo, "Interpixel interference mitigation using differential coding in vehicular visible light communication based image sensor," in Proceedings of the International Conference on Information Networking (ICOIN), Chiang Mai, Thailand, January 2018, pp. 846-847.
2017
T.-A. Do, W.-Y. Shin, and H. B. Dang, "On the delay of content-centric mobile multihop networks using file segmentation," in Proceedings of the International Conference on Advanced Technologies for Communications (ATC), Quynhon, Vietnam, October 2017.
W. Son, B. C. Jung, W.-Y. Shin, and Y. Shin, "Multi-cell pseudo-random beamforming: Opportunistic feedback and beam selection," in Proceedings of the International Conference on ICT Convergence (ICTC), Jeju Island, Korea, October 2017, pp. 448-450 (Invited).
H. Lin, W.-Y. Shin, and B. C. Jung, "Achieving optimal degrees of freedom in multi-source interfering relay networks with multiple antennas," in Proceedings of the IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (VTS APWCS), Incheon, Korea, August 2017, pp. 1-2.
M. D. Nguyen and W.-Y. Shin, "DBSTexC: Density-based spatio-textual clustering on Twitter," in Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (Short), Sydney, Australia, July/August 2017, pp. 23-26.
H. Lin, W.-Y. Shin, and B. C. Jung, "Multi-stream opportunistic network decoupling with virtual full-duplex operation," presented at the IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, June 2017.
H. Lin and W.-Y. Shin, "Multi-cell aware opportunistic random access," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, June 2017, pp. 2538-2542.
H. Lin and W.-Y. Shin, "Achieving the optimal throughput scaling in multi-cell random access networks," in Proceedings of the IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1-6.
2016
T.-A. Do, S.-W. Jeon, and W.-Y. Shin, "Caching in mobile HetNets: A throughput-delay trade-off perspective," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, July 2016, pp. 1247-1251.
D. D. Vu, H. To, W.-Y. Shin, and C. Shahabi, "GeoSocialBound: An efficient framework for estimating social POI boundaries using spatio-textual information," in Proceedings of the International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatio Data (GeoRich), San Francisco, CA USA, June 2016.
H. Lin, K. Ishibashi, W.-Y. Shin, and T. Fujii, "Decentralized power allocation for secondary random access in cognitive radio networks with successive interference cancellation," in Proceedings of the IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016, pp. 1-6.
H. Jin, B. C. Jung, and W.-Y. Shin, "On the secrecy capacity of multi-cell uplink networks with opportunistic scheduling," in Proceedings of the IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016, pp. 1-5.
2015
D. D. Vu and W.-Y. Shin, "Low-complexity detection of POI boundaries using geo-tagged tweets: A geographic proximity based approach," in Proceedings of the ACM SIGSPATIAL International Workshop on Location-Based Social Netwroks (LBSN), Bellevue, WA USA, November 2015.
W.-Y. Shin, J. Cho, and A. M. Everett, "Clarifying the role of distance in friendships on Twitter: Discovery of a double power-law relationship," in Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL) (Poster), Bellevue, WA USA, November 2015.
J. Yoon, W.-Y. Shin, and H. S. Lee, "The effect of poor scattering on the degrees-of-freedom in interfering multiple-access channels," in Proceedings of the IEEE Vehicular Technology Conference (VTC) 2015-Spring, Glasgow, Scotland, May 2015, pp. 1-5.
2014
J. Yoon, W.-Y. Shin, and S.-W. Jeon, "A huge challenge with directional antennas: Elastic routing," in Proceedings of the International Conference on ICT Convergence (ICTC), Busan, Korea, October 2014, pp. 503-504 (Invited).
B. C. Jung, S. M. Kim, H. J. Yang, and W.-Y. Shin, "On the joint design of beamforming and user scheduling in multi-cell MIMO uplink networks," in Proceedings of the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Washington, DC USA, September 2014, pp. 502-506.
H. J. Yang, W.-Y. Shin, B. C. Jung, C. Suh, and A. Paulraj, "Opportunistic downlink interference alignment," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Honolulu, HI USA, June/July 2014, pp. 1588-1592.
J. Yoon, W.-Y. Shin, and S.-W. Jeon, "Elastic routing in wireless networks with directional antennas," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Honolulu, HI USA, June/July 2014, pp. 1001-1005.
C. Jeong and W.-Y. Shin, "Ad hoc networking with rate-limited infrastructure: Generalized capacity scaling," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Honolulu, HI USA, June/July 2014, pp. 61-65.
W.-Y. Shin, H. J. Yang, and B. C. Jung, "Opportunistic network decoupling in multi-source interfering relay networks," in Proceedings of the IEEE International Conference on Communications (ICC), Sydney, Australia, Jun. 2014, pp. 2671-2676.
H. J. Yang, B. C. Jung, W.-Y. Shin, and A. Paulraj, "The design of optimal receiver for opportunistic interference alignment," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014, pp. 2449-2453.
H. J. Yang, W.-Y. Shin, B. C. Jung, and C. Suh, "Opportunistic interference alignment for MIMO interfering broadcast channels," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014, pp. 2444-2448.
H. Yi, W.-Y. Shin, and V. Tarokh, "The design of environmentally friendly networks using coordinated multi-point (CoMP) transmission," in Proceedings of the IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, NV USA, January 2014, pp. 939-940.
H. Yi, W.-Y. Shin, and V. Tarokh, "An environmentally friendly approach to the relay-aided cellular network architecture," in Proceedings of the IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, NV USA, January 2014, pp. 963-964.
2013
H. Yi, W.-Y. Shin, and V. Tarokh, "On the energy efficiency of multi-dimensional green heterogeneous network architectures," in Proceedings of the IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (VTS APWCS), Seoul, Korea, August 2013, pp. 302-306.
W.-Y. Shin, H. J. Yang, and B. C. Jung, "Opportunistic relay selection based on interference nulling in the K x N x K channel with interfering relays," presented at the IEEE International Symposium on Information Theory (ISIT), Istanbul, Turkey, July 2013.
C. Jeong and W.-Y. Shin, "Large-scale ad hoc networks with rate-limited infrastructure: Information-theoretic operating regimes," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Istanbul, Turkey, July 2013, pp. 424-428.
C. Jeong and W.-Y. Shin, "Information-theoretic upper bound to the capacity of ad hoc networks with rate-scaling infrastructure," presented at the IEEE Communication Theory Workshop (CTW), Phuket, Thailand, June 2013.
H. Yi, W.-Y. Shin, and V. Tarokh, "A feasible study on environmentally friendly cellular network architectures," presented at the IEEE Communication Theory Workshop (CTW), Phuket, Thailand, June 2013.
M. Takai, K. Ishibashi, W.-Y. Shin, H. S. Yi, and T. Wada, "Semi-blind interference alignment based on OFDM over frequency selective X channels," in Proceedings of the IEEE International Conference on Communications (ICC), Budapest, Hungary, June 2013. [Won the TELECOM System Technology Award.]
W.-Y. Shin, H. Yi, and V. Tarokh, "Energy-efficient base-station topologies for green cellular networks," in Proceedings of the IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, NV USA, January 2013, pp. 91-96.
2012
H. J. Yang, W.-Y. Shin, B. C. Jung, and A. Paulraj, "A feasible study on opportunistic interference alignment: Limited feedback and sum-rate enhancement," in Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA USA, November 2012.
M. Takai, K. Ishibashi, W.-Y. Shin, H. S. Yi, and T. Wada, "On feasibility of semi-blind interference alignment over OFDM channels," presented at the IEICE Technical Committee Wideband System (WBS), Kyoto, Japan, October 2012 (Invited).
M. Takai, K. Ishibashi, W.-Y. Shin, H. S. Yi, and T. Wada, "Practical semi-blind interference alignment exploiting frequency selectivity of fading channels," in Proceedings of the Triangle Symposium on Advanced ICT (TriSAI), Tokyo, Japan, September 2012.
W.-Y. Shin, K. Ishibashi, and B. C. Jung, "Large-scale ultra-wide band ad hoc networks," in Proceedings of the Triangle Symposium on Advanced ICT (TriSAI), Tokyo, Japan, September 2012.
M. Takai, K. Ishibashi, W.-Y. Shin, H. S. Yi, and T. Wada, "A study on semi-blind interference alignment exploiting frequency selectivity of fading channels," presented at the IEICE Technical Committee Wideband System (WBS), Nagoya, Japan, July 2012 (Invited).
K. Ishibashi, W.-Y. Shin, H. Ochiai, and V. Tarokh, "Power efficient cooperative diversity using star-QAM," presented at the IEICE Technical Committee Wideband System (WBS), Nagoya, Japan, July 2012 (Invited).
H. J. Yang, W.-Y. Shin, B. C. Jung, and A. Paulraj, "Opportunistic interference alignment for MIMO IMAC: Effect of user scaling over degrees-of-freedom," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Cambridge, MA USA, July 2012, pp. 2646-2650.
2011 and Before
K. Ishibashi, W.-Y. Shin, H. Yi, and H. Ochiai, "A peak power efficient cooperative diversity using star-QAM," in Proceedings of the IEEE GLOBECOM Workshop on Broadband Wireless Access (BWA), Houston, TX USA, December 2011.
S. Kim, W.-Y. Shin, and K. Ishibashi, "The Gaussian two-way relay channel with wiretapper," in Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA USA, November 2011.
W.-Y. Shin, D. E. Lucani, M. Medard, M. Stojanovic, and V. Tarokh, "Information-theoretic limits of dense underwater networks," in Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA USA, November 2011.
B. C. Jung, D. Park, and W.-Y. Shin, "A study on the optimal degrees-of-freedom of cellular networks: Opportunistic interference mitigation," in Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA USA, November 2010, pp. 2067-2071.
W.-Y. Shin, D. E. Lucani, M. Medard, M. Stojanovic, and V. Tarokh, "Multi-hop routing is order-optimal in underwater extended networks," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Austin, TX USA, June 2010, pp. 510-514.
Y.-U. Jang, W.-Y. Shin, and Y. H. Lee, "Multiuser scheduling based on reduced feedback information in cooperative communications," in Proceedings of the IEEE Vehicular Technology Conference (VTC) 2009-Spring, Barcelona, Spain, April 2009, pp. 1-5.
W.-Y. Shin, S.-W. Jeon, N. Devroye, M. H. Vu, S.-Y. Chung, Y. H. Lee, and V. Tarokh, "Improved throughput scaling in wireless ad hoc networks with infrastructure," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Toronto, Canada, July 2008, pp. 1118-1122.
W.-Y. Shin, S.-W. Jeon, N. Devroye, M. H. Vu, S.-Y. Chung, Y. H. Lee, and V. Tarokh, "Improved capacity scaling in wireless networks with infrastructure," presented at the IEEE Communication Theory Workshop (CTW), St. Croix, US Virgin Islands, May 2008.
W.-Y. Shin, S.-Y. Chung, and Y. H. Lee, "Improved power-delay trade-off in wireless ad hoc networks using opportunistic routing," presented at the KAIST Networking Seminar Series (KNSS), Daejeon, Korea, Sepember 2007.
W.-Y. Shin, J. Y. Yun, J. Joung, H.-S. Kim, and Y. H. Lee, "Unified framework for synchronization and BS identification in cellular OFDM systems," in Proceedings of the International Technical Conference on Circuit/Systems, Computers and Communications (ITC-CSCC), Busan, Korea, July 2007.
W.-Y. Shin, S.-Y. Chung, and Y. H. Lee, "Improved power-delay trade-off in wireless ad hoc networks using opportunistic routing," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Nice, France, June 2007, pp. 841-845.
J. Joung, E. Y. Kim, S. H. Lim, Y.-U. Jang, W.-Y. Shin, S.-Y. Chung, J. Chun, and Y. H. Lee, "Capacity evaluation of various multiuser MIMO schemes in downlink cellular environments," in Proceedings of the IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Helsinki, Finland, September 2006, pp. 1-5.
W.-Y. Shin, S.-Y. Chung, and Y. H. Lee, "Outage analysis for MIMO Rician channels and channels with partial CSI," in Proceedings of the IEEE International Symposium on Information Theory (ISIT), Seattle, WA USA, July 2006, pp. 1793-1797.
W.-Y. Shin, W. Chang, S.-Y. Chung, and Y. H. Lee, "Diversity-multiplexing tradeoff for practical MIMO channels," presented at the IEEE Communication Theory Workshop (CTW), Dorado, Puerto Rico, May 2006.
W.-Y. Shin and Y. H. Lee, "Non-data-aided joint ML estimation of frequency offset and symbol timing in OFDM systems over time-varying frequency selective channels," presented at the Tsinghua-KAIST Joint Workshop, Beijing, China, July 2004.
*: Corresponding author
Domestic Journals:
Y.-M. Shin and W.-Y. Shin*, "A recent trend in explainable graph neural networks," Information and Communications Magazine (Special Issue on Towards Explainable 6G) (to appear) (Invited).
I.-J. Seo, B.-K. Ha, and W.-Y. Shin*, "A conceptual framework of data literacy for decision makers," The Journal of the Korea Contents Association, vol. 23, no. 6, pp. 16-25, June 2023.
J.-D. Park and W.-Y. Shin*, "Recent trend in network alignment technology using machine learning," The Magazine of the IEIE, vol. 50, no. 6, pp. 31-39, June 2023 (Invited).
J.-C. Na and W.-Y. Shin*, "De-identification technology towards next-generation artificial intelligence," The Magazine of the IEIE, vol. 49, no. 11, pp. 18-28, November 2022 (Invited).
K.-J. Jeong and W.-Y. Shin*, "Base class selection for efficient target-guided few-shot classification," Journal of Korean Institute of Communications and Information Sciences, vol. 47, no. 10, pp. 1656-1659, October 2022.
S. Kim, J.-H. Oh, D. Oh, C. Seo, and W.-Y. Shin*, "Personalized exercise recommender systems for rehabilitation using graph neural networks," Journal of Korean Institute of Communications and Information Sciences, vol. 47, no. 4, pp. 644-655, April 2022.
C. Kwak, C. Seo, and W.-Y. Shin*, "Design of recommender systems exploiting diversity based on network representation learning," Journal of Korean Institute of Communications and Information Sciences, vol. 45, no. 5, pp. 899-902, May 2020.
G.-T. Park, C. Tran, and W.-Y. Shin*, "Network-embedding-based link prediction using the expectation maximization algorithm," Journal of Korean Institute of Communications and Information Sciences, vol. 44, no. 11, pp. 2123-2126, November 2019.
H.-J. Kim, D.-J. Shin, W.-Y. Shin*, and C. Hwang, "Rating information-aided denoising autoencoder for effective collaborative filtering," Journal of Korean Institute of Communications and Information Sciences, vol. 43, no. 8, pp. 1357-1367, August 2018 (Invited). [Won the Best Paper Award.]
S.-I. Choi, S.-S. Lee, and W.-Y. Shin*, "User identification using acceleration sensor of smart insole," Journal of Korean Institute of Communications and Information Sciences, vol. 43, no. 5, pp. 843-846, May 2018.
W.-D. Seo, S.-S. Lee, W.-Y. Shin*, and S.-I. Choi*, "Gait type classification using pressure sensor of smart insole," Journal of the Korea Society of Computer and Information, vol. 23, no. 2, pp. 17-26, February 2018.
J. Shim, W.-Y. Shin, and C. Hwang*, "Discriminative restiricted Boltzmann machine using average contrastive divergence algorithm," Journal of the Korean Data and Information Science Society, vol. 29, no. 1, pp. 229-240, January 2018.
W.-Y. Shin and S.-I. Choi*, "Improved estimation of social POI boundaries through joint optimization," Journal of Korean Institute of Communications and Information Sciences, vol. 42, no. 10, pp. 2046-2049, October 2017.
W.-Y. Shin* and D. D. Vu, "Density-based estimation of POI boundaries using geo-tagged tweets," Journal of Korean Institute of Communications and Information Sciences, vol. 42, no. 2, pp. 453-459, February 2017 (Invited).
Y. Kim and W.-Y. Shin*, "Clustering-based recommendation using users' preference," Journal of the Korea Institute of Information and Communication Engineering, vol. 21, no. 2, pp. 277-284, February 2017.
S. Yoon and W.-Y. Shin*, "Performance evaluation of interference alignment technique in wireless LAN environment," Journal of Korean Institute of Communications and Information Sciences, vol. 41, no. 11, pp. 1639-1644, November 2016 (Invited).
S.-W. Jeon, J. Kim, S. W. Choi, and W.-Y. Shin*, "Transmission protocol for cellular-aided device-to-device communication," Journal of Korean Institute of Communications and Information Sciences, vol. 41, no. 11, pp. 1619-1629, November 2016 (Invited).
W.-Y. Shin*, "Effect of random node distribution on the throughput in infrastructure-supported erasure networks," Journal of the Korea Institute of Information and Communication Engineering, vol. 20, no. 5, pp. 911-916, May 2016.
V. V. Mai, J. Kim, S. W. Choi, and W.-Y. Shin*, "Hybrid scheduling in millimeter wave full-duplex systems," Journal of the Korea Institute of Information and Communication Engineering, vol. 20, no. 1, pp. 52-57, January 2016.
H.-S. Kim, W.-Y. Shin*, D. Kim, and J. Cho, "Improved tweet bot detection using spatio-temporal information", Journal of the Korea Institute of Information and Communication Engineering, vol. 19, no. 12, pp. 2885-2891, December 2015.
A.-C. Lee, G.-E. Seo, W.-Y. Shin*, D. Kim, and J. Cho, "Improved tweet bot detection using geo-location and device information," Journal of the Korea Institute of Information and Communication Engineering, vol. 19, no. 12, pp. 2878-2884, December 2015.
S.-Y. Jeon, A.-C. Lee, G.-E. Seo, and W.-Y. Shin*, "Relationship between tweet frequency and user velocity on Twitter," Journal of the Korea Institute of Information and Communication Engineering, vol. 19, no. 6, pp. 1380-1386, June 2015.
W.-Y. Shin* and J. Yoon, "A feasible study on opportunistic interference alignment: Improved energy efficiency via power control," Journal of the Korea Institute of Information and Communication Engineering, vol. 19, no. 5, pp. 1077-1083, May 2015.
W.-Y. Shin*, "Iterative interference alignment in cellular systems," Information and Communications Magazine (Special Issue on Interference Control and Interference Alignment Techniques), vol. 32, no. 5, pp. 49-55, May 2015 (Invited).
S.-W. Jeon and W.-Y. Shin*, "Dynamic opportunistic interference alignment for random-access small-cell networks," Journal of Korean Institute of Communications and Information Sciences, vol. 39A, no. 11, pp. 675-681, November 2014 (Invited).
W.-Y. Shin*, "Improved throughput scaling of large ultra-wide band ad hoc networks," Journal of the Korea Institute of Information and Communication Engineering, vol. 18, no. 2, pp. 303-310, February 2014.
W.-Y. Shin*, "Throughput scaling law of hybrid erasure networks based on physical model," Journal of the Korea Institute of Information and Communication Engineering, vol. 18, no. 1, pp. 57-62, January 2014.
H. S. Yi, S. Kim, D.-S. Kwon, S.-C. Jang, H.-J. Kim, and W.-Y. Shin*, "A study on the firefly-inspired distributed timing synchronization in ad hoc networks with packet-based communications," Journal of the Korea Institute of Information and Communication Engineering, vol. 17, no. 3, pp. 575-583, March 2013.
W.-Y. Shin* and D. Park, "Opportunistic interference management for interfering multiple-access channels," Journal of Korean Institute of Communications and Information Sciences (Special Issue on Interference Alignment and Interference Management), vol. 37B, no. 10, pp. 929-937, October 2012 (Invited).
B. C. Jung, K.-Y. Sung, W.-Y. Shin*, "Performance analysis based on log-likelihood ratio in orthogonal code hopping multiplexing systems using multiple antennas," Journal of Korean Institute of Maritime Information and Communication Science, vol. 15, no. 12, pp. 2534-2542, December 2011.
B. C. Jung, W.-Y. Shin, and T. W. Ban*, "Spectral efficiency evaluation of coordinated multi-point systems based on system-level simulations," Journal of Korean Institute of Maritime Information and Communication Science, vol. 15, no. 10, pp. 2113-2120, October 2011.
B. C. Jung and W.-Y. Shin*, "On the application of compressed sensing for next-generation mobile communication networks," Information and Communications Magazine (Special Issue on Coding and Information Theory), vol. 28, no. 9, pp. 69-75, September 2011 (Invited).
Y.-U. Jang, W.-Y. Shin*, and A. Kim, "Two-step scheduling with reduced feedback overhead in multiuser relay systems," Journal of Korean Institute of Communications and Information Sciences, vol. 36, no. 5, pp. 511-520, May 2011.
W.-Y. Shin and A. Kim*, "On the system modeling and capacity scaling law in underwater ad hoc networks," Journal of Korean Institute of Communications and Information Sciences (Special Issue on Ocean IT Convergence Technologies), vol. 36, no. 4, pp. 422-428, April 2011.
*: Corresponding author
Domestic Conference Proceedings:
J.-D. Park and W.-Y. Shin, "Exploiting the potential of graph filtering for collaborative filtering," in Proceedings of the Korean Society for Industrial and Applied Mathematics (KSIAM) Spring Annual Meeting, Daegu, Korea, May 2024 (Invited).
H. Seong, J. Kim, A. Cho, W.-Y. Shin, and H. Lee, "Hierarchical forwarding algorithm for large IoT networks," in Proceedings of the 34th Joint Conference on Communications and Information (JCCI), Busan, Korea, April 2024.
K.-S. Yong, Y. Hou, H. Kim, and W.-Y. Shin, "A study on node ordering in autoregressive generative diffusion models on graphs," in Proceedings of the Conputational Structural Engineering Institute of Korea (COSEIK) Annual Conference, Jeju Island, Korea, April 2024 (Invited).
J.-D. Park and W.-Y. Shin, "Graph filtering for multi-criteria recommendation," in Proceedings of the Conputational Structural Engineering Institute of Korea (COSEIK) Annual Conference, Jeju Island, Korea, April 2024 (Invited).
H. Jang, J. Kim, W.-Y. Shin, and H. Y. Kim, "Exploring sign language translation using multi-view features," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2024, pp. 1115-1116.
M. Shin, M. Seo, S.-S. Yoo, W.-Y. Shin, and K. Yoon, "A study on the super-resolution transformer for simulation of transcranial focused ultrasound propagation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2024, pp. 556-557.
J. Baek, S. Hong, K. Yoon, and W.-Y. Shin, "'Do-It-Yourself' tactics for large language models: A survey on self-hallucination-correction mechanisms," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2024, pp. 907-908.
F. Yang, K. Yoon, and W.-Y. Shin, "Federated GNN-to-MLP using contrastive learning," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2024, pp. 286-287 (Invited).
J. Kim, S. Park, S.-R. Lee, S. Cho, and W.-Y. Shin, "Delivery route prediction through learning patterns: A data-driven approach," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, pp. 755-756.
Y. Hou, J.-D. Park, and W.-Y. Shin, "Collaborative filtering meets diffusion models," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, p. 323.
K. Lee, S. Lim, J.-D. Park, W.-Y. Shin, and K. Yoon, "Real-time prediction of breast cancer location using physics-aware graph learning based artificial intelligence," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, p. 429 (Invited).
H. Park, W.-Y. Shin, and H. Y. Kim, "A graph-based generative diffusion method for traffic flow forecasting," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, p. 431 (Invited).
J.-D. Park and W.-Y. Shin, "Sophisticated graph filtering for accurate recommendation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, p. 432 (Invited).
Y.-M. Shin and W.-Y. Shin, "Precise interpretation of graph attention networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2023, p. 433 (Invited).
K. Lee, S. Lim, J.-D. Park, W.-Y. Shin, and K. Yoon, "Physics-aware graph neural network for real-time monitoring of breast cancer location," in Proceedings of the Computational Structural Engineering Institute of Korea (COSEIK) Annual Conference, Chuncheon, Korea, November 2023.
Y.-M. Shin and W.-Y. Shin, "Graph neural networks meets XAI: A model-level explanation perspective," in Proceedings of the Korean Society for Industrial and Applied Mathematics (KSIAM) Fall Annual Meeting, Gwangju, Korea, November 2023 (Invited).
Y.-M. Shin and W.-Y. Shin, "The design of effective graph learners using MLPs and knowledge distillation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2023, p. 706 (Invited).
Y. Hou, C. Tran, and W.-Y. Shin, "Community detection with advanced network inference in topologically unknown networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2023, p. 1635.
J.-D. Park and W.-Y. Shin, "Oversmoothing alleviation in graph neural network-based criteria recommender systems," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2023, p. 871 (Invited). [Won the Best Paper Award.]
Y. Hou and W.-Y. Shin, "Unsupervised 3D shape classification using graph neural networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2023, p. 1335.
J.-D. Park and W.-Y. Shin, "Multi-criteria recommendation using graph neural networks in an expansion graph," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2023, p. 1343.
Y.-J. Kim and W.-Y. Shin, "Design of a unified framework for data-importance-aware scheduling based on one-shot distributed feature learning in ultra-low latency environments," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2022 (Invited).
C.-Y. Kim, Y.-M. Shin, J. Pyo, and W.-Y. Shin, "Trends and challenges in drug response prediction using graph neural networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Gyeongju, Korea, November 2022 (Invited).
Y. Hou, C. Tran, and W.-Y. Shin, "Network exploration with node metadata for community detection," in Proceedings of the Summer Workshop on Computer Communications (SWCC), Virtual Event, August 2022, pp. 37-38.
J.-C. Na, S.-I. Yang, Y.-J. Yu, J.-H. Lee, S.-J. Yoon, H. Kim, and W.-Y. Shin, "A study on recommending social media relevant keywords for efficient marketing," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022. [Won the Best Paper Award.]
Y. Hou, C. Tran, and W.-Y. Shin, "Overlapping community detection using graph neural networks in networks with unknown topology," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
N.-J. Kim, M.-H. Choi, J.-D. Park, and W.-Y. Shin, "Multi-criteria recommendation using graph neural networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
Y.-J. Kim, J.-Y. Kim, and W.-Y. Shin, "A framework for one-shot distributed feature learning," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
K.-J. Jeong and W.-Y. Shin, "Target-guided base subset selection for efficient few-shot classification," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
B. K. Ha, I-J. Seo, and W.-Y. Shin, "The difference in data literacy for the level of decision making within organization," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
J.-D. Park, C. Tran, W.-Y. Shin, and X. Cao, "Empowering gradual network alignment using attribute augmentation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
Y.-M. Shin and W.-Y. Shin, "Bridging between model-level and instance-level GNN explanations," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2022.
C. Jeong, C.-J. Chun, and W.-Y. Shin, "Terahertz meets transport capacity," in Proceedings of the 32nd Joint Conference on Communications and Information (JCCI), Sokcho, Korea, April 2022 (Invited).
Y.-J. Kim, J.-Y. Kim, and W.-Y. Shin, "Data importance-aware scheduling for delay-sensitive edge systems," in Proceedings of the 32nd Joint Conference on Communications and Information (JCCI), Sokcho, Korea, April 2022 (Invited).
J.-Y. Kim, Y.-J. Kim, and W.-Y. Shin, "Data importance-aware scheduling for exploiting diversity of distributed data," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2022 (Invited).
Y. Hou, C. Tran, and W.-Y. Shin, "Community detection via exploratory learning in topologically unknown networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2022.
K.-J. Jeong, J.-D. Park, and W.-Y. Shin, "A comprehensive empirical study on anomaly detection for smart manufacturing," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2022.
J.-D. Park, C. Tran, W.-Y. Shin, and X. Cao, "Gradual network alignment with edge augmentation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2022. [Won the Best Paper Award.]
Y.-M. Shin, S.-W. Kim, and W.-Y. Shin, "Turbo-PAGE: GNN explanations via fast prototype discovery," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2022 (Invited).
W.-Y. Shin, "Graph neural networks: Empowering graph representation learning," in Proceedings of the Korean Society for Industrial and Applied Mathematics (KSIAM) Fall Annual Meeting, Busan, Korea, December 2021 (Invited).
J.-D. Park, C. Tran, W.-Y. Shin, and X. Cao, "Gradual network alignment," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Yeosu, Korea, November 2021 (Invited).
S.-W. Lim, W.-Y. Shin, and J.-C. Na, "An empirical study on food-retail demand forecasting: A comparative analysis of traditional time series and deep learning models," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
Y.-J. Roh, W.-Y. Shin, and J.-C. Na, "An empirical study on food-retail demand forecasting: A comparative analysis of time series deep learning models," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
H. Kwon, W.-Y. Shin, and J.-C. Na, "An empirical study on food-retail demand forecasting: The impact of weather and climate," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
S.-W. Kim, E.-B. Yoon, Y.-M. Shin, and W.-Y. Shin, "Concept-aided explanation of graph neural networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021. [Won the Best Paper Award.]
E.-B. Yoon, S.-W. Kim, Y.-M. Shin, and W.-Y. Shin, "Graph neural network explanation based on prototype similarities," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
H. Kwon, J. An, and W.-Y. Shin, "Deep table detection using image-lexical features," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
J.-D. Park, C. Tran, and W.-Y. Shin, "Network alignment aided by multi-view link prediction," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
C. Seo, K.-J. Jeong, and W.-Y. Shin, "Enhanced recommendation using sign-aware graph neural networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
Y.-M. Shin, C. Tran, and W.-Y. Shin, "Edgeless network embedding in attributed networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021 (Invited).
C. Tran and W.-Y. Shin, "Node query-aided influence maximization in ubobservable networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2021.
W.-Y. Shin, "Caching versus learning: A deeper understanding of preference-aware caching in mobile networks," in Proceedings of the 31st Joint Conference on Communications and Information (JCCI), Busan, Korea, April 2021, pp. 115-116 (Invited).
C. Seo, K.-J. Jeong, and W.-Y. Shin, "Improving diversity of top-N recommendation using network embedding," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, February 2021 (Invited). [Won the Best Paper Award.]
J.-D. Park, Y.-M. Shin, S. Bae, J. Moon, W.-Y. Shin, and S.-I. Choi, "Explainable AI for deep gait recognition models," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, February 2021.
J. An, H. Yoon, W. J. Woo, S.-m. Chung, W.-Y. Shin, and H. Kim, "Deep outlier detection on Raman data," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, February 2021.
K.-J. Jeong, J.-D. Park, and W.-Y. Shin, "Deep anomaly detection for manufacturing," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020.
C. Seo, K.-J. Jeong, and W.-Y. Shin, "Improving accuracy of top-N recommendation using network embedding," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020.
J.-D. Park, C. Tran, and W.-Y. Shin, "Design of robust deep graph generative models," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020.
Y.-M. Shin, C. Tran, and W.-Y. Shin, "Attributed network embedding with uncertainty," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020.
W. Son, W.-Y. Shin, and B. C. Jung, "Secrecy performance analysis of wireless network with potential eavesdroppers," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020 (Invited). [Won the Best Paper Award.]
C. Tran and W.-Y. Shin, "Network completion: Beyond matrix completion," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Pyeongchang, Korea, August 2020 (Invited).
C. Tran and W.-Y. Shin, "Link prediction-enabled network completion," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2020.
Y.-M. Shin and W.-Y. Shin, "Graph representation learning with uncertainty," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, February 2020.
Y.-M. Shin and W.-Y. Shin, "Network embedding infers centrality," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2019.
G.-T. Park, C. Tran, and W.-Y. Shin, "Improved link prediction using expectation-maximization-aided network embedding," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2019.
C. Tran and W.-Y. Shin, "Network completion based on a deep generative graph model," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2019.
C. Tran, M. D. Nguyen, T. Kawaguchi, K. Ishibashi, and W.-Y. Shin, "Statistical analysis of the received signal pattern in space and time," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, Pyeongchang, Korea, January 2019, pp. 169-170.
H. Kim, D. Shin, W.-Y. Shin, and C. Hwang, "JinnieNet: A weight estimation based denoising autoencoder for effective collaborative filtering," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018.
M. D. Nguyen and W.-Y. Shin, "Network embedding via the expectation-maximization algorithm," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018.
J.-H. Kim and W.-Y. Shin, "Collaborative filtering with data imputation based on rating information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018.
A. Malik and W.-Y. Shin, "A personalized popularity learning framework for caching in mobile networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018. [Won the Best Paper Award.]
C. Tran, W.-Y. Shin, and A. Spitz, "Overlapping community recovery in incomplete graphs with partial prior information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018.
J.-E. Kim and W.-Y. Shin, "A crowdsourcing framework for labeling Brexit data," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2018.
C. Tran, W.-Y. Shin, and A. Spitz, "Community recovery meets graph recovery: A data mining's perspective," in Proceedings of the Coding Information Theory Workshop (CITW), Jeju Island, Korea, June 2018 (Invited).
C. Tran, W.-Y. Shin, and A. Spitz, "The effect of missing nodes and edges on community detection," in Proceedings of the 28th Joint Conference on Communications and Information (JCCI), Yeosu, Korea, May 2018, p. 90 (Invited).
J.-E. Kim and W.-Y. Shin, "Classification of pro-leave and pro-remain tweets for Brexit using sentiment analysis and spatio-information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 981.
J.-E. Kim, A. Malik, Y. Goto, S. Ogata, K. Ishibashi, and W.-Y. Shin, "Hybrid random sleep protocol based on distributed coding," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 980.
M. D. Nguyen, C. Tran, T. Kawaguchi, R. Tanabe, M. Oinaga, R. Takahashi, K. Ishibashi, and W.-Y. Shin, "Energy-aware receiver-driven medium access control protocol for wireless energy-harvesting sensor networks with multiple gateways," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 979.
J.-H. Kim and W.-Y. Shin, "Investigating dataset dynamics in recommender systems," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 974. [Won the Best Paper Award.]
A. Malik, S. H. Lim, and W.-Y. Shin, "Benefits of MDS-coded caching over uncoded caching in mobile networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 579.
M. D. Nguyen and W.-Y. Shin, "Revisiting DBSTexC: A computational complexity issue," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2018, p. 853.
C. Tran and W.-Y. Shin, "Performance evaluation of imprecise region delineation algorithms based on city-scale ground-truth," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2017, p. 453
A. Malik and W.-Y. Shin, "MDS-coded caching in mobile networks using file segmentation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2017, p. 454.
M. D. Nguyen and W.-Y. Shin, "Fuzzy density-based spatio-textual clustering on Twitter," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2017, p. 452.
H. Lin, W.-Y. Shin, and B. C. Jung, "Multi-stream opportunistic network decoupling with virtual full-duplex operation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2017, p. 100.
C. Tran and W.-Y. Shin, "A refined approach to delineating imprecise regions using spatio-temporal information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2017, p. 427.
A. Malik and W.-Y. Shin, "Caching in mobile networks using file segmentation," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2017, p. 430. [Won the Best Paper Award.]
M. D. Nguyen and W.-Y. Shin, "DBSTexC: A density-based spatio-textual clustering algorithm on Twitter," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2017, pp. 421-422.
H. Lin and W.-Y. Shin, "Achieving the optimal throughput scaling in multi-cell random access networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2017, pp. 23-24.
H. J. Lee and W.-Y. Shin, "An efficient use of Streaming API in Twitter network crawling," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2016, pp. 159-160.
T.-A. Do, S.-W. Jeon, and W.-Y. Shin, "Caching in mobile HetNets: A throughput-delay trade-off perspective," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2016, pp. 188-189.
V. V. Mai, W.-Y. Shin, and K. Ishibashi, "Wireless power transfer for distributed estimation in sensor networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2016, pp. 149-150. [Won the Best Paper Award.]
D. D. Vu, H. To, W.-Y. Shin, and C. Shahabi, "Improved GeoSocialBound: A joint optimization of POI center and radius," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2016, pp. 151-152.
H. Lin, K. Ishibashi, W.-Y. Shin, and T. Fujii, "Non-orthogonal secondary random access in cognitive radio networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2016, pp. 196-197.
H. J. Lee and W.-Y. Shin, "Twitter analytics using geo-information: Data collection," in Proceedings of the 26th Joint Conference on Communications and Information (JCCI), Sokcho, Korea, April 2016 (Invited).
D. D. Vu and W.-Y. Shin, "SocialGeoFence: Detection of POI boundaries using spatio-textual information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2016, pp. 418-419.
T.-A. Do, S.-W. Jeon, and W.-Y. Shin, "On the delay scaling of cache-enabled mobile networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2016, pp. 420-421.
M. H. Kang, S.-W. Jeon, W.-Y. Shin, S. W. Choi, and J. Kim, "Cellular-aided device-to-device communication," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2016, pp. 19-20.
V. V. Mai, S.-W. Jeon, J. Kim, S. W. Choi, and W.-Y. Shin, "Degrees of freedom of millimeter wave full-duplex systems with partial CSIT," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2016, pp. 17-18.
D. D. Vu and W.-Y. Shin, "Google Maps meet Twitter for location-based services," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, October 2015 (Invited).
D. D. Vu and W.-Y. Shin, "Two-stage detection of point-of-interest boundaries," in Proceedings of the Workshop on Convergence and Smart Media Systems (CSMS), Gwangju, Korea, July 2015, pp. 64-67.
H.-S. Kim, W.-Y. Shin, D. Kim, and J. Cho, "Improved tweet bot detection using spatio-temporal information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2015, pp. 268-269.
A.-C. Lee, G.-E. Seo, W.-Y. Shin, D. Kim, and J. Cho, "Tweet bot detection using geo-location information," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2015, pp. 97-98.
S.-Y. Jeon and W.-Y. Shin, "Relationship between POIs and tourist attractions using K-means clustering on Twitter," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2015, pp. 270-271.
D. D. Vu and W.-Y. Shin, "Detection of POI boundaries using geo-tagged tweets," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2015, pp. 453-454.
A. T. Do and W.-Y. Shin, "Delay-throughput tradeoff of mobile social networks under random walk mobility," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2015, pp. 447-448.
W.-Y. Shin, "Friendship analysis in space: Complex networks meet Twitter," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, May 2015 (Invited).
W.-Y.- Shin and S.-W. Jeon, "Interference management via elastic routing in wireless networks," in Proceedings of the 25th Joint Conference on Communications and Information (JCCI), Buyeo, Korea, April 2015 (Invited).
S.-Y. Jeon, A.-C. Lee, G.-E. Seo, and W.-Y. Shin, "Relationship between frequency of use and user velocity on Twitter," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2015, pp. 329-330.
B. C. Singh, B. Ha, J. Cho, and W.-Y. Shin, "Friendships in space: Complex networks meet Twitter," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2015, pp. 331-332.
A. T. Do and W.-Y. Shin, "Beamwidth scaling in wireless networks with outage constraints," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, JeongSeon, Korea, January 2015, pp. 130-131.
G.-E. Seo and W.-Y. Shin, "Energy-efficient network coordinated opportunistic beamforming," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2014, pp. 318-319.
A.-C. Lee, A. Choi, and W.-Y. Shin, "Two-stage network coordinated beamforming and user scheduling," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2014, pp. 310-311.
Y. Lee, A. Choi, and W.-Y. Shin, "Network coordinated opportunistic beamforming with opportunistic feedback," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2014, pp. 316-317.
W.-Y. Shin, H. J. Yang, and B. C. Jung, "How can one intelligently combine interference alignment with opportunism?," in Proceedings of the 24th Joint Conference on Communications and Information (JCCI), Yeosu, Korea, April 2014 (Invited).
H. J. Yang, W.-Y. Shin, B. C. Jung, and C. Suh, "Opportunistic interference alignment for downlink cellular networks," in Proceedings of the 24th Joint Conference on Communications and Information (JCCI), Yeosu, Korea, April 2014 (Invited).
H. J. Yang, W.-Y. Shin, B. C. Jung, and C. Suh, "Opportunistic downlink interference alignment," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, February 2014 (Invited).
A. Choi and W.-Y. Shin, "A study on the distributed interference management and scheduling in realistic cellular downlink networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, YongPyong, Korea, January 2014, pp. 432-433.
M.-J. Cho, T.-W. Ban, B. C. Jung, and W.-Y. Shin, "A study on the uplink SDMA systems: User scheduling ,transmit power control, and receive beamforming," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Winter Conference, YongPyong, Korea, January 2014, pp. 214-215.
H. J. Yang, B. C. Jung and W.-Y. Shin, "Codebook-based opportunistic interference alignment," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, October 2013 (Invited).
C. G. Lee and W.-Y. Shin, "A study on the two-step scheduling method in realistic interfering broadcast channels", in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2013, pp. 99-100.
A. Choi and W.-Y. Shin, "Joint optimization of the number of streams and the interference threshold in interfering broadcast channels", in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Summer Conference, Jeju Island, Korea, June 2013, pp. 85-86.
M.-J. Cho, B. C. Jung, W.-Y. Shin, and T. W. Ban, "Performance analysis of threshold-based distributed user scheduling in uplink multi-cell networks," in Proceedings of the 23rd Joint Conference on Communications and Information (JCCI), Kyungju, Korea, May 2013.
W.-Y. Shin and B. C. Jung, "On the effects of user scaling over capacity in MIMO interfering uplink," in Proceedings of the 23rd Joint Conference on Communications and Information (JCCI), Kyungju, Korea, May 2013 (Invited).
B. C. Jung and W.-Y. Shin, "On the multi-user diversity in interference-limited MIMO networks," in Proceedings of the 23rd Joint Conference on Communications and Information (JCCI), Kyungju, Korea, May 2013 (Invited).
S. Jeon, W.-Y. Shin, and B. C. Jung, "A study on the network coordinated opportunistic beamforming in downlink cellular networks," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Seoul, Korea, November 2012.
H. J. Lee and W.-Y. Shin, "Throughput enhancement by optimizing the number of streams in interfering broadcast channels," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Seoul, Korea, November 2012. [Won the Best Paper Award.]
S. Lee, S. Jeon, and W.-Y. Shin, "Throughput enhancement using two-step scheduling in interfering broadcast channels", in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Seoul, Korea, November 2012.
B. C. Jung and W.-Y. Shin, "Can one achieve multi-user diversity in interference-limited environments?," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, October 2012 (Invited).
H. J. Yang, W.-Y. Shin, and B. C. Jung, "Opportunistic interference alignment for MIMO IMAC: Effect of user scaling over degrees-of-freedom," in Proceedings of the Coding Information Theory Workshop (CITW), Suwon, Korea, May 2012 (Invited).
B. C. Jung, D. Park, and W.-Y. Shin, "Opportunistic interference mitigation for cellular networks," in Proceedings of the Coding Information Theory Workshop (CITW), Seoul, Korea, October 2010 (Invited).
W.-Y. Shin, J. Joung, and Y. H. Lee, "An efficient design of frame structure for beamforming-based relay systems," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Seoul, Korea, November 2008.
Y.-K. Oh, W.-Y. Shin, and Y. H. Lee, "Resource allocation based on geographic information in moving relay systems," in Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Fall Conference, Seoul, Korea, November 2008.
Y.-U. Jang, W.-Y. Shin, and Y. H. Lee, "Design of uplink sounding pilot for multi-user multiple antenna systems," in Proceedings of the 18th Joint Conference on Communications and Information (JCCI), Jeju Island, Korea, April 2008.
W.-Y. Shin and S.-Y. Chung, "Improved power-delay trade-off in wireless ad hoc networks using opportunistic routing," in Proceedings of the Coding Information Theory Workshop (CITW), Yongin, Korea, February 2007 (Invited).