Publications
Preprints and Submitted Papers
H. Choi, D. Seo, “Deep Minimax Classifier for Imbalanced Datasets with Small Number of Minority Sample,” IEEE Journal of Selected Topics in Signal Processing, submitted
D. Seo, S. H. Lim, “On the Fundamental Tradeoff of Joint Communication and Quickest Change Detection,” IEEE Transactions on Communications, submitted
Journal Articles
D. Seo, S. H. Lim, Y. Kim, “A Contex-aware CEO Problem,” IEEE Transactions on Communications, vol. 71, no. 12, December 2023
D. Seo, Y. Kim, “Information and Energy Transmission with Wavelet-Reconstructed Harvesting Functions,” IEEE Transactions on Communications, vol. 71, no. 6, June 2023
S. Basu, D. Seo, L. R. Varshney, “Hypergraph-based Source Codes for Function Computation Under Maximal Distortion,” IEEE Journal on Selected Areas in Information Theory, vol. 3, no. 4, December 2022
D. Seo, R. K. Raman, L. R. Varshney, “Decision Making in Star Networks with Incorrect Beliefs,” IEEE Transactions on Signal Processing, vol. 69, pp. 6221-6236, 2021
M. C. Gursoy, D. Seo, U. Mitra, “A Concentration-Time Hybrid Modulation Scheme for Molecular Communications,” IEEE Transactions on Molecular, Biological, and Multi-scale Communications, vol. 7, no. 4, pp. 288-299, December 2021
D. Seo, L. R. Varshney, “The CEO Problem with rth Power of Difference and Logarithmic Distortions,” IEEE Transactions on Information Theory, vol. 67, no. 6, pp. 3873-3891, June 2021
D. Seo, A. Chatterjee, L. R. Varshney, “On Multiple-Access in Queue-Length Sensitive Systems,” IEEE Open Journal of the Communications Society, vol. 1, pp. 1244-1255, August 2020
D. Seo, A. Chaaban, L. R. Varshney, M.-S. Alouini, “Classes of Full-Duplex Channels with Capacity Achieved Without Adaptation,” IEEE Transactions on Communications, vol. 68, no. 7, pp. 4141-4149, July 2020
D. Seo, R. K. Raman, J. Rhim, V. K. Goyal, L. R. Varshney, “Beliefs in Decision-Making Cascades,” IEEE Transactions on Signal Processing, vol. 67, no. 19, pp. 5103-5117, October 2019
D. Seo, L. R. Varshney, “Information and Energy Transmission with Experimentally-Sampled Harvesting Functions,” IEEE Transactions on Communications, vol. 67, no. 6, pp. 4479-4490, June 2019
A. Chatterjee, D. Seo, L. R. Varshney, “Capacity of Systems with Queue-Length Dependent Service Quality,” IEEE Transactions on Information Theory, vol. 63, no. 6, pp. 3950-3963, June 2017
D. Seo, S.-W. Jeon, S.-Y. Chung, J. Kim, “Rate Enhancement for the Gaussian Z-interference Channel with Transmitter Cooperation,” IEEE Communications Letters, vol. 14, no. 9, pp. 821-823, September 2010
Conference Proceedings
D. Seo, S. H. Lim, “On the Fundamental Tradeoff of Joint Communication and Quickest Change Detection,” in Proceedings of the 2024 IEEE International Symposium on Information Theory (ISIT), Athens, Greece, 7 July - 12 July 2024, to be presented
T. Dinh, D. Seo, Z. Du, L. Shang, K. Lee"Improved Input Reprogramming for GAN Conditioning," Workshop on Updatable Machine Learning at International Conference on Machine Learning (wICML), 23 July 2022.
D. Seo, Y. Kim, “Information and Energy Transmission with Wavelet-Reconstructed Harvesting Functions,” in Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, 26 June - 1 July 2022, pp. 694-699
D. Seo, H. Wang, D. Papailiopoulos, K. Lee, “VC Dimension of DNNs and the Number of Per-Layer Learnable Parameters,” Workshop on Overparameterization: Pitfalls & Opportunities, International Conference on Machine Learning (wICML), 24 July 2021
S. Basu, D. Seo, L. R. Varshney, “Hypergraph-based Coding Schemes for Two Source Coding Problems under Maximal Distortion,” in Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT), Los Angeles, California, 21-26 June 2020, pp. 332-341
D. Seo, R. K. Raman, L. R. Varshney, “Social Learning with Beliefs in a Parallel Network,” in Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT), Los Angeles, California, 21-26 June 2020, pp. 1265-1270
M. Gursoy, D. Seo, U. Mitra, “Concentration and Position-Based Hybrid Modulation Scheme for Molecular Communications,” in Proceedings of the IEEE International Conference on Communications (ICC), Dublin, Ireland, 7-11 June 2020
S. Basu, D. Seo, L. R. Varshney, “Functional Epsilon Entropy,” in Proceedings of the IEEE Data Compression Conference (DCC), Snowbird, Utah, 24-27 March 2020, pp. 2426-2431
D. Seo, L. R. Varshney, “Information and Energy Transmission with Experimentally-Sampled Harvesting Functions,” in Proceedings of the 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, 7-12 July 2019, pp. 126-130
D. Seo, L. R. Varshney, “The CEO Problem with rth Power of Difference Distortion,” in Proceedings of the 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, 7-12 July 2019, pp. 2034-2038
D. Seo, A. Chatterjee, L. R. Varshney, “On Multiuser Systems with Queue-Length Dependent Service Quality,” in Proceedings of the 2018 IEEE International Symposium on Information Theory (ISIT), Vail, Colorado, 17-22 June 2018, pp. 341-345
D. Seo, R. K. Raman, L. R. Varshney, “Probability Reweighting in Social Learning: Optimality and Suboptimality,” in Proceedings of the 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, 15-20 April 2018, pp. 6966-6970
D. Seo, L. R. Varshney, “Information-Theoretic Limits of Algorithmic Noise Tolerance,” in Proceedings of the IEEE International Conference on Rebooting Computing (ICRC), San Diego, California, 17-19 October 2016
A. Chatterjee, D. Seo, L. R. Varshney, “Capacity of Systems with Queue-Length Dependent Service Quality,” in the Proceedings of the International Symposium on Information Theory and Its Applications (ISITA), Monterey, California, 30 October - 2 November 2016, pp.552-556
S.-W. Jeon, S. H. Lim, B. Jung, D. Seo, “Opportunistic Noisy Network Coding for Fading Parallel Relay Networks,” in the Proceedings of the IEEE Global Communications Conference (GLOBECOM), Houston, Texas, 5-9 December 2011
Patents
US patents: 20+ granted