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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
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
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
1 Apr 2025 SERC Institute of High Performance Computing  Graph Linear Convolution Pooling for Learning in Incomplete High-Dimensional Data Fanghui Bi, Tiantian He, Yew-Soon Ong, Xin Luo IEEE Transactions on Knowledge and Data Engineering
10 Dec 2024 SERC Institute of High Performance Computing  Road Network Representation Learning with the Third Law of Geography Yile Chen, Gao Cong, Tiantian He, Weiming Huang, Yew-Soon Ong, Haicang Zhou Advances in Neural Information Processing Systems 37
16 Aug 2024 SERC Institute for Infocomm Research SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Pattern Analysis and Machine Intelligence
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
4 Feb 2024 SERC Institute of High Performance Computing  Differentiable Clustering for Graph Attention Haicang Zhou, Tiantian He, Yew-Soon Ong, Gao Cong, Quan Chen IEEE Transactions on Knowledge and Data Engineering