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Publication date Communities Collections Article title Author(s) Journal/Conference
22 Oct 2025 SERC Institute of High Performance Computing  History-Aware and Dynamic Client Contribution in Federated Learning (Pending publish) Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jin Peng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei The 28th European Conference on Artificial Intelligence(ECAI 2025)
7 Aug 2025 SERC Institute of High Performance Computing  Improving Learning of New Diseases Through Knowledge-Enhanced Initialization for Federated Adapter Tuning (Pending publish) Danni Peng, Yuan Wang, Kangning Cai, Peiyan Ning, Jiming Xu, Yong Liu, Rick Siow Mong Goh, Qingsong Wei, Huazhu Fu IEEE Transactions on Medical Imaging
13 Jul 2025 SERC Institute of High Performance Computing  Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu Forty-second International Conference on Machine Learning
10 Dec 2024 SERC Institute of High Performance Computing  Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning Mengmeng Chen, Tiantian He, Qicheng Lao, Qiqi Liu, Yew-Soon Ong, Xiaoli Tang, Xiaohu Wu, Han Yu Advances in Neural Information Processing Systems 37
25 Mar 2024 SERC Institute of High Performance Computing  FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew Soon Ong, Chongjun Wang, Xiaofeng Tao Proceedings of the AAAI Conference on Artificial Intelligence
17 Apr 2023 SERC Institute of High Performance Computing  Blockchain-Based Decentralized Frequency Control of Microgrids Using Federated Learning Fractional-Order Recurrent Neural Network Veerapandiyan Veerasamy, Lahanda Purage Mohasha Isuru Sampath, Shailendra Singh, Hung Dinh Nguyen, Hoay Beng Gooi IEEE Transactions on Smart Grid
8 Mar 2022 SERC Institute for Infocomm Research LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Lianlian Jiang, Yuexuan Wang, Wenyi Zheng, Chao Jin, Zengxiang Li, Sin G. Teo 36th AAAI Conference on Artificial Intelligence ( aaai-workshop 2022)