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Publication date Communities Collections Article title Author(s) Journal/Conference
14 Mar 2026 SERC Institute of High Performance Computing  Learning Structurally Stabilized Representations for Lossless DNA Storage Ben Cao, Xue Li, Tiantian He, Bin Wang, Shihua Zhou, Xiaohu Wu, Qiang Zhang Proceedings of the AAAI Conference on Artificial Intelligence 2026
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
27 Mar 2024 SERC Institute of High Performance Computing  Polarized message-passing in graph neural networks Tiantian He, Yang Liu, Yew-Soon Ong, Xiaohu Wu, Xin Luo Artificial Intelligence
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