International Conferences
- 61. Joohong Rheey, Dayoung Choi and and Hyunggon Park, "Symmetrical Pruning for Lightweight Network Anomaly Detector," ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2024), Jun. 2024. (Student Travel Grant Awarded)
- 60. Eunhye Choi and Hyunggon Park, "Lightweight Acoustic Anomaly Detection Algorithm for Wireless Sensor Networks," IEEE Wireless Communications and Networking Conference (IEEE WCNC 2024), Apr. 2024. [PDF]
- 59. Joohong Rheey and Hyunggon Park, "Game-Theoretic Lightweight Autoencoder Design for Intrusion Detection," IEEE Wireless Communications and Networking Conference (IEEE WCNC 2024), Apr. 2024. (Student Travel Grant Awarded). [PDF]
- 58. Joohong Rheey and Hyunggon Park, "Lightweighted Sparse Autoencoder based on Explainable Contribution," International Conference on Machine Learning (ICML 2023) (Neural Compression Workshop: From Information Theory to Applications), Jul. 2023.
- 57. Chaeyeon Cha and Hyunggon Park, "Service-Based Optimal Group Resource Allocation Strategy,"International Conference on Ubiquitous and Future Networks (ICUFN 2023) , Jul. 2023, pp.576-579. [PDF] [Poster]
- 56. Joohong Rheey and Hyunggon Park, "Low-Complexity Anomaly Detection Method Based on Feature Importance Using Shapley Value,"International Conference on Ubiquitous and Future Networks (ICUFN 2023) , Jul. 2023. [PDF] [Poster]
- 55. Jungmin Kwon and Hyunggon Park, "Missing Traffic Data Imputation Using Multi-Trajectory Parameter Transferred LSTM," Conference on Neural Information Processing Systems (NeurIPS 2022) (Machine Learning for Autonomous Driving Workshop), Dec. 2022. [PDF]
- 54. Joohong Rheey, Dayoung Choi and Hyunggon Park, "Adaptive Loss Function Design Algorithm for Input Data Distribution in Autoencoder," International Conference on ICT Convergence (ICTC 2022) , Oct. 2022 [PDF]
- 53. Jungmin Kwon and Hyunggon Park, "Efficient Low-rank Federated Learning based on Singular Value Decomposition," The ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2022) Oct. 2022, pp.285-286. [PDF]
- 52. Daeun Jung, Jungjin Lee and Hyunggon Park, "Feature expansion of single dimensional time series data for machine learning classification," International Conference on Ubiquitous and Future Networks (ICUFN 2021) Jul. 2021, pp.96-98. [PDF]
- 51. Jungmin Kwon, Chaeyeon Cha and Hyunggon Park, "Multilayered LSTM with Parameter Transfer for Vehicle Speed Data Imputation," IEEE International Symposium on Circuits and Systems (IEEE ISCAS 2021) , May. 2021.[PDF]
- 50. Jungmin Kwon, Chaeyeon Cha and Hyunggon Park, "Bidirectional Imputation of Spatio-Temporal Data based on LSTM with Parameter Transfer," IEEE Wireless Communications and Networking Conference (IEEE WCNC 2021) , Apr. 2021. [PDF]
- 49. Jungmin Kwon, Chaeyeon Cha and Hyunggon Park, "Vehicle Speed Data Imputation based on Parameter Transferred LSTM," Conference on Neural Information Processing Systems (NeurIPS 2020) (Machine Learning for Autonomous Driving Workshop), Dec. 2020. [Video]
- 48. Jungmin Kwon, Daeun Jung and Hyunggon Park, "Traffic Data Classification using Machine Learning Algorithms in SDN Networks," International Conference on ICT Convergence (ICTC 2020) , Oct. 2020, pp. 1044-1046. [PDF]
- 47. Jungmin Kwon, Jungjin Lee, Miseon Yu and Hyunggon Park, "Automatic Classification of Network Traffic Data based on Deep Learning in ONOS Platform," International Conference on ICT Convergence (ICTC 2020) , Oct. 2020, pp. 1041-1043. [PDF]
- 46. Jungmin Kwon and Hyunggon Park, "Efficient and Reliable Data Dissemination over Handover Dynamics in V2I Networks," IEEE International Conference on Consumer Electronics (IEEE ICCE 2020) , Jan. 2020. [PDF]
- 45. Jungmin Kwon and Hyunggon Park, "Reliable Data Dissemination Strategy based on Systematic Network Coding in V2I Networks," International Conference on ICT Convergence (ICTC 2019) , Oct. 2019, pp. 744-746.
- 44. Daeun Jung and Hyunggon Park, "An Iterative Algorithm of Key Feature Selection for Multi-class Classification," International Conference on Ubiquitous and Future Networks (ICUFN 2019) , Jul. 2019, pp. 523-525.
- 43. Minhae Kwon*, Juhyeon Lee* and Hyunggon Park, "Learning To Activate Relay Nodes: Deep Reinforcement Learning Approach," Conference on Neural Information Processing Systems (NeurIPS 2018) (Deep Reinforcement Learning Workshop), Dec. 2018. (*equal contribution)
- 42. Minhae Kwon*, Juhyeon Lee* and Hyunggon Park, "Self-activating Relay Nodes for Emergent Communications," Conference on Neural Information Processing Systems (NeurIPS 2018) (Emergent Communication Workshop), Spotlight Talk, Dec. 2018. (*equal contribution)
- 41. Minhae Kwon, Hyojin Kim, Insoo Zhang, Singyu Bai and Hyunggon Park, "Systematic Network Coding Based Reliable Real-time Multimedia Streaming System," IEEE International Conference on Consumer Electronics (IEEE ICCE 2018) , Jan. 2018.
- 40. Jungjin Lee, Eunjae Hong and Hyunggon Park, "A Pupil Data based Classification Model for Education Learning States," International Conference on ICT Convergence (ICTC 2017) , Oct. 2017, pp. 141-143.
- 39. Seunghyun Jung and Hyunggon Park, "Power Allocation Games for Cooperative Coordinated Multipoint Transmission Scheme," Asia-Pacific Network Operations and Management Symposium (APNOMS 2017) , Sep. 2017, pp. 395-398.
- 38. Jungmin Kwon, Sunwoo Cho, Sujin Kim, Yoonji Park and Hyunggon Park, "Implementation of Network Coding Algorithm for Single Queue with Single Memory Devices," International Conference on Ubiquitous and Future Networks (ICUFN 2017) , Jul. 2017, pp. 627-629.
- 37. Minhae Kwon, Jungmin Kwon, Byungchul Park and Hyunggon Park, "An Architecture of IPTV Networks Based on Network Coding," International Conference on Ubiquitous and Future Networks (ICUFN 2017) , Jul. 2017, pp.462-464.
- 36. Minhae Kwon and Hyunggon Park, "Network Coding-based Distributed Network Formation Game for Multi-source Multicast Networks," IEEE International Conference on Communications (IEEE ICC 2017) , May 2017, pp.1-6.
- 35. Minhae Kwon and Hyunggon Park, "Analysis on Decoding Error Rate of Systematic Network Coding," IEEE International Conference on Consumer Electronics (IEEE ICCE 2017) , Jan. 2017. (ICCE 2017 Best Poster Video Award).
- 34. Seunghyun Jung and Hyunggon Park, "Multilateral Bargaining Model based Power Allocation for Multi-Cell Joint Transmission," International Conference on ICT Convergence (ICTC 2016) , Oct. 2016.
- 33. Jungmin Kwon and Hyunggon Park, "Low Complexity Algorithms for Network Coding Based on Singular Value Decomposition," International Conference on Ubiquitous and Future Networks (ICUFN 2016) , Jul. 2016, pp. 641-643.
- 32. Jisoo Choi, Seunghyun Jung and Hyunggon Park, "Coalition Based Low-Complexity Algorithm for Nash Bargaining Solution," International Conference on Ubiquitous and Future Networks (ICUFN 2016) , Jul. 2016, pp. 498-500.
- 31. Minhae Kwon and Hyunggon Park, "The Cluster Formation Strategies for Approximate Decoding in IoT Networks," International Conference on Information Networking (ICOIN 2016) , Jan. 2016.
- 30. Jisoo Choi and Hyunggon Park, "User Satisfaction Fairness based Optimal Charging Algorithm for Multiple Devices", The 17th Asia-Pacific Network Operations and Management Symposium (APNOMS 2015) , Aug. 2015, pp. 503-506
- 29. Jungmin Kwon, Minhae Kwon, and Hyunggon Park, "Energy-Efficient Data Transmission Strategy for Network Coded Bidirectional De Bruijn Networks," International Conference on Ubiquitous and Future Networks (ICUFN 2015) , Jul. 2015. pp. 37-39.
- 28. Seunghye Kim, Eunjae Hong, Byungchul Park, and Hyunggon Park, "A User Customized Service Provider Framework based on Machine Learning," International Conference on Ubiquitous and Future Networks (ICUFN 2015) , Jul. 2015, pp. 23-25.
- 27. Jungmin Kwon, Minhae Kwon, Byungchul Park, and Hyunggon Park, "Implementation of Approximate Decoding Algorithm Over TCP/IP," International Conference on Ubiquitous and Future Networks (ICUFN 2014) , Jul. 2014, pp. 477-478.
- 26. Minhae Kwon, Hyunggon Park and Pascal Frossard, "Compressed Network Coding: Overcome All-Or-Nothing Problem in Finite Field," IEEE Wireless Communications and Networking Conference (IEEE WCNC 2014) , Apr. 2014, pp. 2893-2898.
- 25. Minhae Kwon and Hyunggon Park, "Approximate Recovery of Network Coded Real-time Information", International Conference on Information Networking (ICOIN 2014) , Feb. 2014, pp. 545-549.
- 24. Eunhye Choi, Suin Song, Hyejin Kim, Jiyeon Hong, Hyunggon Park and Mihaela van der Schaar, "Utility-based Server Management Strategy in Cloud Networks," IEEE Global Commun. Conf. (IEEE Globecom '13) workshop on Cloud Computing Systems, Networks, and Applications (CCSNA) , Dec. 2013, pp. 463-468.
- 23. Shin Jae Kang and Hyunggon Park, "Sensor Network based Optimal Flow Control in Buildings," IEEE Global Commun. Conf. (IEEE Globecom '13) , Dec. 2013, pp. 561-566.
- 22. Eunhye Choi and Hyunggon Park, "Transformation based Low Complexity Algorithm for Nash Bargaining Solutions in Dynamic Networks," International Conference on Information Networking (ICOIN 2013) , Jan. 2013, pp. 365-370.
- 21. Minhae Kwon, Hyunggon Park and Pascal Frossard, "Improved Approximate Decoding based on Position Information Matrix," IEEE Symposium on Computers and Communications (ISCC 2012) , July. 2012, pp. 114-118.
- 20. Eunji Kim, Hyunggon Park and Pascal Frossard, "Low Complexity Iterative Multimedia Resource Allocation Based on Game Theoretic Approach," IEEE International Symposium on Circuits & Systems (ISCAS 2012) , May 2012, pp. 1099-1102.
- 19. Minhae Kwon and Hyunggon Park, "An Improved Approximate Decoding with Correlated Sources," SPIE Applications of Digital Image Processing XXXIV , Aug. 2011.
- 18. Rafit Izhak-Ratzin, Hyunggon Park and Mihaela van der Schaar, "Reinforcement Learning in BitTorrent Systems," IEEE INFOCOM 2011 (Mini-conference), Apr. 2011, pp. 406-410.
- 17. Ester Gutiérrez, Hyunggon Park and Pascal Frossard, "An Improved Foresighted Resource Reciprocation Strategy for Multimedia Streaming Application," IEEE Int. Workshop on Multimedia Signal Process. (MMSP '10) , Oct. 2010, pp.406-411.
- 16. Hyunggon Park, Nikolaos Thomos and Pascal Frossard, "Transmission of Correlated Information Sources with Network Coding," European Signal Processing Conference (EUSIPCO-2010) , Aug. 2010, pp. 1389-1393.
- 15. Dorina Thanou, Hyunggon Park, Effrosyni Kokiopoulou and Pascal Frossard, "Polynomial Filter Design for Quantized Consensus," European Signal Processing Conference (EUSIPCO-2010) , Aug. 2010, pp. 184-188.
- 14. Nikolaos Thomos, Hyunggon Park, Eymen Kurdoglu and Pascal Frossard, "NC Node Selection Game in Collaborative Streaming Systems," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '10) , Mar. 2010, pp. 5570-5573.
- 13. Deepak S. Turaga, Hyunggon Park, Rong Yan, and Olivier Verscheurer, "Adaptive Multimedia Mining on Distributed Stream Processing Systems," IEEE Int. Conf. on Data Mining (ICDM 2010) (Demo & Exhibit session), Dec. 2010, pp.1419-1422. [Demo Video]
- 12. Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park, and Mihaela van der Schaar, "Resource-adaptive Multimedia Analysis on Stream Mining Systems," IEEE Int. Conf. on Multimedia and Expo 2009 (ICME 2009) (invited paper), Jul. 2009, pp. 1584-1585.
- 11. Sunghoon Ivan Lee, Hyunggon Park, and Mihaela van der Schaar, "Foresighted Joint Resource Reciprocation and Scheduling Strategies for Real-time Video Streaming over Peer-to-Peer Networks," Int. Packet Video Workshop 2009 (PV 2009) , May 2009.
- 10. Hyunggon Park and Mihaela van der Schaar, "Evolution of Social P2P Networks based on the Dynamics of Heterogeneous Multimedia Peers," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '09) (invited paper to Special Session: Multimedia Social Networks), Apr. 2009, pp. 3473-3476.
- 9. Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, and Mihaela van der Schaar, "Tree Configuration Games for Distributed Stream Mining Systems," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '09) , Apr. 2009, pp. 1773-1776. (Young Researcher Travel Grants Awarded).
- 8. Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, and Mihaela van der Schaar, "A Framework for Distributed Stream Mining Systems using Coalition-based Foresighted Strategies," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '09) , Apr. 2009, pp. 1585-1588. (Young Researcher Travel Grants Awarded)
- 7. Hyunggon Park and Mihaela van der Schaar, "Foresighted Resource Reciprocation Strategies in P2P Networks," IEEE Global Commun. Conf. (Globecom '08) , Dec. 2008.
- 6. Hyunggon Park and Mihaela van der Schaar, "Information-driven Resource Negotiation Strategies for Multimedia Applications," IEEE Int. Conf. on Image Process. (ICIP '08) , Oct. 2008, pp. 3076-3079.
- 5. Hyunggon Park and Mihaela van der Schaar, "Coalition-based multimedia peer matching strategies for P2P networks," SPIE Visual Communications and Image Processing 2008 (VCIP 2008) , vol. 6822, Jan. 2008. (Student Travel Grants Awarded).
- 4. Hyunggon Park and Mihaela van der Schaar, "Congestion Game Modeling for Brokerage based Multimedia Resource Management," Int. Packet Video Workshop 2007 (PV 2007) , Nov. 2007, pp. 18-25. (Student Travel Grants Awarded).
- 3. Hyunggon Park and Mihaela van der Schaar, "Fairness Strategies for Multi-user Multimedia Applications in Competitive Environments using the Kalai-Smorodinsky Bargaining Solution," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '07) , vol. 2, Apr. 2007, pp. 713-716.
- 2. Hyunggon Park and Mihaela van der Schaar, "Multi-user Multimedia Resource Management using Nash Bargaining Solution," IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP '07) , vol. 2, Apr. 2007, pp. 717-720.
- 1. Chiao-En Chen, Andreas Ali, Hanbiao Wang, Shadnaz Asgari, Hyunggon Park, Ralph Hudson, Kung Yao, and Charles Taylor, "Design and Testing of Robust Acoustic Arrays for Localization and Enhancement of Several Bird Sources," IEEE Int. Conf. on Information Process. in Sensor Networks (IPSN '06) , 2006, pp. 268-275.
