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- 41. Eunhye Choi and Hyunggon Park, "Lightweight Cooperative Anomaly Detection Framework for Multi-Sensor Edge Systems," IEEE Sensors Journal, accepted for publication.
- 40. Jungmin Kwon and Hyunggon Park, "Efficient and Resilient Packet Recovery for Federated Learning via Approximation," IEEE Transactions on Mobile Computing, vol. 25, no. 5, May 2026. [PDF] [Appendix][AI음성개요][AI Audio Overview]
- 39. Dayoung Choi, Joohong Rheey and Hyunggon Park, "Attack-Specific Feature Analysis Framework for NetFlow IoT Datasets," Computers & Security, vol. 157, pp. 104536, Oct. 2025. [PDF][AI음성개요][AI Audio Overview]
- 38. Hyunggon Park and Younhee Kang, "System Development for Measuring Nursing Workload based on the Real-Time Location Information," Journal of Nursing Management, vol. 2025, no. 2188150, Sep. 2025. [PDF][AI음성개요][AI Audio Overview]
- 37. Jungmin Kwon, Sujin Ahn, Hyunggon Park and Minhae Kwon, "Stochastic Approximate Inference of Latent Information in Epidemic Model: A Data-Driven Approach," Signal Processing, vol. 232, pp. 109919, Jul. 2025. [PDF][AI 음성 개요][AI Audio Overview]
- 36. Chaeyeon Cha and Hyunggon Park, "Reduced-RSS: Reduced Residual Search Space for Nash Bargaining Solutions," IEEE Transactions on Vehicular Technology, vol. 74, no. 5, pp. 8215-8225, May 2025. [PDF][AI 음성 개요][AI Audio Overview]
- 35. Eunhye Choi and Hyunggon Park, "Lightweight Machine Sound Anomaly Detector based on Parallel Discrete Wavelet Transform," IEEE Sensors Journal, vol. 25, no. 10, pp. 18529-18542, May 2025. [PDF][AI 음성 개요]
- 34. Joohong Rheey and Hyunggon Park, "SV-SAE: Layer-wise Pruning of Autoencoder based on Link Contributions," IEEE Access, vol. 13, pp.75666-75678, May 2025. [PDF][AI 음성 개요][AI Audio Overview]
- 33. Suyeon Jin, Chaeyeon Cha and Hyunggon Park, "Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure in Federated Learning," IEEE Signal Processing Letters, vol. 32, pp.1500-1504, Apr. 2025. [PDF][AI 음성 개요][AI Audio Overview]
- 32. Joohong Rheey and Hyunggon Park, "Robust Hierarchical Anomaly Detection using Feature Impact in IoT Networks," ICT Express, vol. 11, no. 2, pp.358-363, Apr. 2025. [PDF][AI 음성 개요][AI Audio Overview]
- 31. Jungmin Kwon and Hyunggon Park, "Parameter Transferred Irreducible LSTM for Traffic Data Imputation," IEEE Sensors Journal, vol. 24, no. 14, pp. 22179-22188, Jul. 2024. [PDF]
- 30. Jungmin Kwon and Hyunggon Park, "Data Dissemination Framework using Low-rank Approximation in Edge Networks," IEEE Access, vol. 12, pp. 1266-1279, Jan. 2024. [PDF]
- 29. Chaeyeon Cha and Hyunggon Park, "ECS-NBS: Exact Computation of Sequential Nash Bargaining Solutions," IEEE Transactions on Vehicular Technology, vol. 71, no. 12, pp. 13453-13457, Dec. 2022. [PDF]
- 28. Nayoung Kim, Minhae Kwon, and Hyunggon Park, "Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks," IEEE Communications Letters, vol. 26, no. 8, pp.1809-1813, Aug. 2022. [PDF]
- 27. Minhae Kwon and Hyunggon Park, "Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks," Wireless Personal Communications, vol. 112, no. 2, pp. 763-775, May 2020. [PDF]
- 26. Minhae Kwon, Juhyeon Lee and Hyunggon Park, "Intelligent IoT Connectivity: Deep Reinforcement Learning Approach," IEEE Sensors Journal, vol. 20, no. 5, pp. 2782-2791, Mar. 2020. [PDF]
- 25. Minhae Kwon and Hyunggon Park, "Distributed Topology Design for Network Coding Deployed Networks," Signal Processing, vol. 165, pp. 380-392, Dec. 2019. [PDF]
- 24. Minhae Kwon and Hyunggon Park, "Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks," IEEE Transactions on Mobile Computing, vol. 18, no. 6, pp. 1316-1329, Jun. 2019. [PDF]
- 23. Jisoo Choi and Hyunggon Park, "Direction Vector based Algorithm for the Nash Bargaining Solution in Dynamic Networks," IEEE Communications Letters, vol. 22, no. 7, pp. 1342-1345, Jul. 2018. [PDF]
- 22. Minhae Kwon and Hyunggon Park, "Distributed Network Formation Strategy for Network Coding Based Wireless Networks," IEEE Signal Processing Letters, vol. 24, no. 4, pp.432-436, Apr. 2017. [PDF]
- 21. Shin Jae Kang, Seung Yong Lee, Hyo Il Cho, and Hyunggon Park, "ECG Authentication System Design based on Signal Analysis in Mobile and Wearable Devices," IEEE Signal Processing Letters, vol. 23, no. 6, pp. 805-808, Jun. 2016. [PDF]
- 20. Minhae Kwon and Hyunggon Park, "The Impact of Network Coding Cluster Sizes on the Approximate Decoding Performance," KSII Transactions on Internet and Information Systems, vol. 10, no. 3, pp. 1144-1158, Mar. 2016. [PDF]
- 19. Minhae Kwon, Hyunggon Park, Nikolaos Thomos and Pascal Frossard, "Approximate Decoding for Network Coded Inter-dependent Data," Signal Processing, vol. 120, pp. 222-235, Mar. 2016. [PDF]
- 18. Hyun-Ho Choi, Hyunggon Park, and Jung-Ryun Lee, "Vertical Handover Strategy for Multi-layered Video Traffics," IEICE Transactions on Information and Systems, vol. E97-D, no. 10, pp. 2802-2805, Oct. 2014. [PDF]
- 17. Shin Jae Kang, Jungsung Park, Ki-Yong Oh, Jae Gu Noh and Hyunggon Park, "Scheduling-based Real Time Energy Flow Control Strategy for Building Energy Management System," Energy and Buildings, vol. 75, pp. 239-248, Jun. 2014. [PDF]
- 16. Hyunggon Park, Nikolaos Thomos and Pascal Frossard, "Approximate Decoding Approaches for Network Coded Correlated Data," Signal Processing, vol. 93, no. 1, pp. 109-123, Jan. 2013. [PDF]
- 15. Rafit Izhak-Ratzin, Hyunggon Park and Mihaela van der Schaar, "Online Learning in BitTorrent Systems," IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 12, pp. 2280-2288, Dec. 2012. [PDF]
- 14. Naeem Ramzan, Hyunggon Park and Ebroul Izquierdo, "Video Streaming over P2P Networks: Challenges and Opportunities," Signal Processing: Image Communication, vol. 27, no. 5, pp. 401-411, May 2012. (Ranked 2nd in Top 25 Hottest Articles in Signal Processing: Image Communication in 2012) [PDF]
- 13. Naeem Ramzan, Ebroul Izquierdo, Hyunggon Park, Aggelos K Katsaggelos and Johan Pouwelse, "Editorial: Special Issue on Advances in 2D/3D Video Streaming Over P2P Networks," Signal Processing: Image Communication, vol. 27, no. 5, pp. 379-382, May 2012.
- 12. Hyunggon Park, Deepak S. Turaga, Olivier Verscheure and Mihaela van der Schaar, "Foresighted Tree Configuration Games in Resource Constrained Distributed Stream Mining Sensors," Ad Hoc Networks (Special Issue: Multimedia Ad Hoc and Sensor Network), vol. 9, no. 4, pp. 497-513, Jun. 2011. [PDF]
- 11. Suin Song, Minhae Kwon, and Hyunggon Park, "Foresighted Resource Reciprocation Strategies for Heterogeneous Multimedia Users in Peer-to-Peer Networks," IEEE COMSOC Multimedia Communications Technical Committee (MMTC) E-Letter , vol. 6, no. 3, pp.58-60, Mar. 2011. [PDF]
- 10. Mohammad Shikh-Bahaei, Hyunggon Park, Dilip Krishnaswamy, and Deepak Turaga, "Editorial: Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications," EURASIP Journal on Wireless Communications and Networking , vol. 2011, Article ID 420426, 2011.
- 9. Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park and Mihaela van der Schaar, "Resource-Adaptive Multimedia Analysis on Distributed Stream Mining Systems," IEEE COMSOC Multimedia Communications Technical Committee (MMTC) E-Letter , vol. 5, no. 2, pp.23-28, Mar. 2010. [PDF]
- 8. Hyunggon Park and Mihaela van der Schaar, "Evolution of Resource Reciprocation Strategies in P2P Networks," IEEE Transactions on Signal Processing, vol. 58, no. 3, pp.1205-1218, Mar. 2010. [PDF]
- 7. Hyunggon Park and Mihaela van der Schaar, "Fairness Strategies for Wireless Resource Allocation among Autonomous Multimedia Users," IEEE Transactions on Circuits and Systems for Video Technology , vol. 20, no. 2, pp. 297-309, Feb. 2010. [PDF]
- 6. Hyunggon Park and Mihaela van der Schaar, "Quality-based Resource Brokerage for Autonomous Networked Multimedia Applications," IEEE Transactions on Circuits and Systems for Video Technology , vol. 19, no. 12, pp. 1781-1792, Dec. 2009. [PDF]
- 5. Hyunggon Park and Mihaela van der Schaar, "On the Impact of Bounded Rationality in Peer-to-Peer Networks," IEEE Signal Processing Letters , vol. 16, no. 8, pp. 675-678, Aug. 2009. [PDF]
- 4. Hyunggon Park and Mihaela van der Schaar, "Coalition based Resource Negotiation for Multimedia Applications in Informationally Decentralized Networks," IEEE Transactions on Multimedia , vol. 11, no. 4, pp. 765-779, Jun. 2009. [PDF]
- 3. Hyunggon Park and Mihaela van der Schaar, "A Framework for Foresighted Resource Reciprocation in P2P Networks," IEEE Transactions on Multimedia , vol. 11, no. 1, pp. 101-116, Jan. 2009. [PDF]
- 2. Hyunggon Park and Mihaela van der Schaar, "Coalition-based Resource Reciprocation Strategies for P2P Multimedia Broadcasting," IEEE Transactions on Broadcasting (Special Issue: Quality Issues in Multimedia Broadcasting), vol. 54, no. 3, pp. 557-567, Sep. 2008. [PDF]
- 1. Hyunggon Park and Mihaela van der Schaar, "Bargaining Strategies for Networked Multimedia Resource Management," IEEE Transactions on Signal Processing , vol. 55, no. 7, pp. 3496-3511, Jul. 2007. [PDF]
- Under Review
- 8. Suyeon Jin and Hyunggon Park, "A Fair and Private Incentive Mechanism for Federated Learning via LLM-Based Agent Negotiation," under review.
- 7. Dayoung Choi, Siyoun Park, Jungmin Kwon, Hyunggon Park, "Minimal-Feature Machine Learning for Efficient Network Slice Classification in O-RAN," under review.
- 6. Dayoung Choi, Siyoun Park, Hyunggon Park, "Toward Communication-Efficient Network Slice Classification in O-RAN: A Data Analytics Perspective," under review.
- 5. Younhee Kang, Hyunggon Park, Dayoung Choi, Suemin Kim, Inkyung Park, "Predicting nursing shifts in a surgical ward: An artificial intelligence–driven model," under review.
- 4. Chaeyeon Cha, Suyeon Jin, and Hyunggon Park, "HARP-LAWN: Hierarchical Adaptive Reasoning and Planning for Low-Altitude Wireless Networks," under review.
3. Chaeyeon Cha, Suyeon Jin, and Hyunggon Park, "Large Language Model-Assisted Hierarchical Framework for Flying Ad Hoc Network," under review.
- 2. Younhee Kang, Inkyung Park, Dayoung Choi and Hyunggon Park, "Emergency room nurses’ workload: Real-time measurement using smartphones, smartwatches, and beacons," under review.
- 1. Daeun Jung, Hyunggon Park, and Jee Eun Sung, "Concurrent Validity and Item Reduction of the Sentence Comprehension Task Using Machine Learning Approaches," under review.
