Publications Networking Intelligence Laboratory.

International Conference

Total 23건 1 페이지

2025
23

"Towards Lifelong Vision-Based Beamforming: A Continual Learning-Driven Framework for 6G" Avi Deb Raha, Mrityunjoy Gain, Girum Fitihamlak Ejigu, Zhu Han and Choong Seon Hong, GLOBECOM 2025, 타이베이, 2025.12.08, 2025

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22

"An Environmental Incremental Learning Framework for Vision-Aided Beam Prediction in 6G Networks" Avi Deb Raha, Mrityunjoy Gain, Yu Qiao, Minkyu Suh, Kitae Kim, Choong Seon Hong, 2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS), 가오슝, 대만, 2025.09.22, 2025

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21

"AI-Driven Proactive Handover Optimization for NextG O-RAN Systems" Mrityunjoy Gain, Avi Deb Raha, Sumit Kumar Dam, Asadov Amirjon, Kitae Kim, Choong Seon Hong, 2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS), 가오슝, 대만, 2025.09.22, 2025

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20

"Adaptive Semantic Communication for Multi-User Systems with Non-Uniform Deep Architectures" Loc X Nguyen, Phuong-Nam Tran, Trung Thanh Pham, Eui-Nam Huh, Choong Seon Hong, 2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS), 가오슝, 대만, 2025.09.22, 2025

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19

"AoI Minimization with Quantum Key OTP for Secure IoT Data Collection" Dong Uk Kim, Eui-Nam Huh, Choong Seon Hong, 2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS), 가오슝, 대만, 2025.09.22, 2025

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18

"Semantic-Guided Regularization to Mitigate Spectral Bias in Implicit Neural Representations" Min Kyu Suh, Sumit Kumar Dam, Seong Tae Kim, Eui-Nam Huh, Choong Seon Hong, 2025 25th Asia-Pacific Network Operations and Management Symposium (APNOMS), 가오슝, 대만, 2025.09.22, 2025

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17

"Mitigating Label Skewness in Robust Federated Learning via Feature Synthesis" Yu Qiao, Hyeonsu Kim, Yu Min Park, Choong Seon Hong, The 25th Asia-Pacific Network Operations and Management Symposium(APNOMS 2025), 가오슝, 대만, 2025.09.22, 2025

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16

"Sustainable UAV-Mounted Active Reconfigurable Intelligent Surface for Remote User Connectivity via Learning-Based Optimization" Salman Hassan Sheik, Yu Min Park, Loc X Nguyen, Yan Kyaw Tun, Choong Seon Hong, Tharmalingam Ratnarajah, IEEE Global Communications Conference (GLOBECOM) 2025 Workshop, Taipei, Taiwan, 2025.09, 2025

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15

"Cross-Modal Knowledge Distillation for Efficient Radar-Only Beam Prediction in mmWave Communications" Yu Min Park, Sheikh Salman Hassan, Walid Saad, Choong Seon Hong, (SPAWC 2025) 2025 IEEE Workshop on Signal Processing and Artificial Intelligence for Wireless Communications, Surrey, Uk, 07.07, 2025
14

"Continual Adaptation and Dynamic Number of Devices Management for Resource Provisioning in NextG O-RAN" Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Zhu Han, Choong Seon Hong, ICC 2025 - IEEE International Conference on Communications, Montreal / Canada, June 2025, 2025
13

"DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications" Avi Deb Raha,, Apurba Adhikary, Mrityunjoy Gain, Yumin Park, Walid Saad, and Choong Seon Hong, ICC 2025 - IEEE International Conference on Communications, Montreal / Canada, June 2025, 2025
12

"Prototype-Guided Federated Knowledge Distillation Approach in LEO Satellite-HAP System" Luyao Zou, Yan Kyaw Tun, Apurba Adhikary, Dong Uk Kim, Zhu Han, Choong Seon Hong, ICC 2025 - IEEE International Conference on Communications, Montreal / Canada, Jan 2025, 2025

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11

"DataTransfer PDU-based Rollback Mechanism for Securing OCPP 1.6 Against Spoofing Attacks" Dong Uk Kim, Keon Oh Kim, Sun-Moo Kang, Choong Seon Hong, The 27th International Conference on Advanced Communication Technology(ICACT), Pyeong Chang, Korea, Republic of, 2025.02, 2025

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10

"Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection" Long Tan Le, Tung-Anh Nguyen, Han Shu, Suranga Seneviratne, Choong Seon Hong, Nguyen H Tran, Proceedings of the 2025 SIAM International Conference on Data Mining (SDM), Alexandria Virginia, U.S., May 1–3 , 2025, 2025
9

"Cooperation and Decision-Making of LLM Agents in Bayesian-Informed Infinitely Repeated Games" Dingwen Pan, Weilong Chen, Jian Shi, Chenye Wu, Dan Wang, Choong Seon Hong, Zhu Han, 2025 59th Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, USA, Mar. 19-21, 2025
8

"A Federated Learning Framework for Optimizing Edge Computing with Semantic Offloading" Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Choong Seon Hong, 2025 27th International Conference on Advanced Communications Technology (ICACT), Pyeongchang, Republic of Korea, Feb. 16-19, 2025
7

"An Enhanced Intrusion Detection Model with FeedForward Neural Network Classifier" Asadov Amirjon, Mrityunjoy Gain, Keon Oh Kim, Choong Seon Hong, 2025 27th International Conference on Advanced Communications Technology (ICACT), Pyeongchang, Republic of Korea, Feb. 16-19, 2025
6

"Relaxed Contrastive Learning for Robust Federated Models with Noisy Labels and Limited Clients" Girum Fitihamlak Ejigu, Apurba Adhikary, Choong Seon Hong, 2025 27th International Conference on Advanced Communications Technology (ICACT), Pyeongchang, Republic Korea, Feb. 16-19, 2025
5

"A Distribution-Aware Robust Federated Learning Framework for Mobile Edge Networks" Qiao Yu, Phuong-Nam Tran, Choong Seon Hong, The 38th International Conference on Information Networking (ICOIN), Chiang Mai City, Thailand, Jan. 15-17, 2025
4

"FedArc: Additive Angular Margin Loss for Federated Learning in Image Classification" Phuong Nam Tran, Duc Ngoc Minh Dang,Eui Nam Huh, Choong Seon Hong, The 38th International Conference on Information Networking (ICOIN), Chiang Mai City, Thailand, Jan. 15-17, 2025
3

"FedISAC: A Federated Learning Framework with Integrated Sensing and Communication for 6G mmWave Networks" Apurba Adhikary, Girum Fitihamlak Ejigu, Kitae Kim, Min Kyu Suh, and Choong Seon Hong, The 38th International Conference on Information Networking (ICOIN), Chiang Mai City, Thailand, Jan. 15-17, 2025
2

"Fortifying Lifelong Security for O-RAN Ecosystem: An Incremental Learning Framework for NextG Seamless Networking" Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Sheikh Salman Hassan, Choong Seon Hong, The 38th International Conference on Information Networking (ICOIN), Chiang Mai City, Thailand, Jan. 15-17, 2025
1

"Efficient Network Intrusion Detection Using Grassman Manifold" Keon oh Kim, Dong Uk Kim, Ki Tae Kim, Sun Moo Kang, Eui Nam Huh, Choong Seon Hong, The 38th International Conference on Information Networking (ICOIN), Chiang Mai City, Thailand, Jan. 15-17, 2025

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