Joonho Kim*, Jaedeok Kim*, Dario Rosa*, "Universal Effectiveness of High-Depth Circuits in Variational Eigenproblems", Phys. Rev. Research, 2021. (*Equally contributed)
Jaedeok Kim and Ganguk Hwang, "Performance Modeling and Analysis of Broadcast Packets in Vehicular Ad Hoc Networks," accepted for publication in Journal of Systems Science and Systems Engineering, April 2018.
Jae Deok Kim and Ganguk Hwang, "Cross-layer modeling and optimization of multi-channel cognitive radio networks under imperfect channel sensing," Journal of Industrial and Management Optimization, vol. 11, no. 3, pp. 807--828, July 2015.
Woo Kyoung Han, Sunghoon Im, Jaedeok Kim*, Kyong Hwan Jin*, “JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients,” IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024. (*Corresponding Authors)
Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, and Kyunghyun Cho, "Consistency of a Recurrent Language Model With Respect to Incomplete Decoding," EMNLP, 2020.
Jaedeok Kim*, Chiyoun Park*, Hyun-Joo Jung*, and Yoonsuck Choe, "Plug-In, Trainable Gate for Streamlining Arbitrary Neural Networks," 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, Feb 7-Feb 12, 2020. (*Equally contributed).
Seung-Geon Lee, Jaedeok Kim*, Hyun-Joo Jung, and Yoonsuck Choe, "Comparing Sample-wise Learnability Across Deep Neural Network Models," 33rd AAAI Conference on Artificial Intelligence (AAAI 2019) Student Abstract, Hawaii, USA, Jan 27-Feb 1, 2019. (*Corresponding author)
Hyun-Joo Jung*, Jaedeok Kim*, and Yoonsuck Choe, "How Compact?: Assessing Compactness of Representations through Layer-Wise Pruning," AAAI 2019 Workshop, Hawaii, USA, Jan 27-Feb 1, 2019. (*Equally contributed)
Jaedeok Kim and Jingoo Seo, "Human Understandable Explanation Extraction of a Black-box Classification Model Based on Matrix Factorization," arXiv, 2017.
Jaedeok Kim and Gaunguk Hwang, "Performance Optimization of Broadcast Packets in Vehicular Ad Hoc Networks," 12th International Conference on Queueing Theory and Network Applications (QTNA 2017), Qinhuangdao, China, August 21-23, 2017.
Sangdon Park, Jaedeok Kim, Ganguk Hwang, and Jun Kyun Choi, "Joint Optimal Strategy of Access and Sensing Policies on Channel Aggregation Based Distributed Cognitive Radio Networks," 8th International Conference on Ubiquitous and Future Networks (ICUFN 2016), Vienna, Austria, July 5-8, 2016. (invited)
Jaedeok Kim and Ganguk Hwang, "Stability Analysis of Multi-Channel Cognitive Radio Networks Based on Decoupling Approach," 7th International Conference on Ubiquitous and Future Networks (ICUFN 2015), Sapporo, Japan, July 7-10, 2015.
Jaedeok Kim and Ganguk Hwang, "Impact of Spatial Correlation in Interference on Performance of a VANET," KSIAM 2015 Spring Meeting, Suwon, Korea, May 29-30, 2015.
Jae Deok Kim and G. Hwang, "Performance Modeling and Optimization of Cognitive Radio Networks with Imperfect Channel Sensing," 8th International Conference on Queueing Theory and Network Applications (QTNA 2013), Taichung, Taiwan, July 30 - August 2, 2013.
Jae Deok Kim and Ganguk Hwang, "Performance Analysis of Cognitive Radio Networks under Rayleigh Fading Channel," KSIAM 2012 Annual Meeting, Daegu, Korea, Nov. 23-24, 2012.
Jae Deok Kim and Gang Uk Hwang, "Threshold Optimization of Energy Detection in Cognitive Radio Networks," KSIAM 2012 Spring Conference, Seoul, Korea, May 18-19, 2012.
Jae Deok Kim and Gang Uk Hwang, "Queueing Analysis of a Two-hop Relay Network under Rayleigh Fading Channels," KSIAM 2010 Annual Meeting, Busan, Korea, Dec. 3-4, 2010.