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Publication date Communities Collections Article title Author(s) Journal/Conference
27 Apr 2026 SERC Institute of High Performance Computing  A Structural Knowledge Enhanced Re-ranking method with large language models for temporal knowledge graph prediction Bo Li, Bin Song, Tiantian He, Yew-Soon Ong Pattern Recognition
23 Apr 2026 SERC Institute of High Performance Computing  BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs Juxiao Yang, Jinzhe Tu, Haoran Liu, Xiaoce Wang, Chujie Zheng, Zhexin Zhang, Shiyao Cui, Caishun Chen, Tiantian He, Hongning Wang, Yew-Soon Ong, Minlie Huang International Conference on Learning Representations 2026
2 Apr 2026 SERC Institute of High Performance Computing  Adaptive PID-Incorporated Nonnegative Latent Factor Analysis Jinli Li, Ye Yuan, Tiantian He, Xin Luo IEEE Transactions on Systems, Man, and Cybernetics: Systems
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
2 Mar 2026 SERC Institute of High Performance Computing  Modularized Graph Convolutional Network Tiantian He, Zhixuan Duan, Xin Luo IEEE/CAA Journal of Automatica Sinica
20 Jan 2026 SERC Institute of High Performance Computing  HPoolGCL: Augmentation‐Free Cross‐Granularity Graph Contrastive Learning With Hierarchical Pooling Fenglin Cen, Shijie Liu, Quan Feng, Tiantian He, Ji Xu CAAI Transactions on Intelligence Technology
5 Sep 2025 SERC Institute of High Performance Computing  A Proximal-ADMM-Incorporated Nonnegative Latent-Factorization-of-Tensors Model for Representing Dynamic Cryptocurrency Transaction Network Xin Liao, Hao Wu, Tiantian He, Xin Luo IEEE Transactions on Systems, Man, and Cybernetics: Systems
6 Aug 2025 SERC Institute of High Performance Computing  Discovering Spatiotemporal–Individual Coupled Features From Nonstandard Tensors—A Novel Dynamic Graph Mixer Approach Fanghui Bi, Tiantian He, Yew-Soon Ong, Xin Luo IEEE Transactions on Neural Networks and Learning Systems
6 Aug 2025 SERC Institute of High Performance Computing  Discovering Spatiotemporal–Individual Coupled Features From Nonstandard Tensors—A Novel Dynamic Graph Mixer Approach Fanghui Bi, Tiantian He, Yew-Soon Ong, Xin Luo IEEE Transactions on Neural Networks and Learning Systems
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