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Publication date Communities Collections Article title Author(s) Journal/Conference
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
15 Jul 2025 SERC Institute for Infocomm Research Single image defocus deblurring via multimodal-guided diffusion and depth-aware fusion Xiaopan Li, Shiqian Wu, Qile Zhu, Shoulie Xie, Sos Agaian Pattern Recognition
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
18 Mar 2025 SERC Institute for Infocomm Research Multimodal multitask similarity learning for vision language model on radiological images and reports Yang Yu, Jiahao Wang, Weide Liu, Ivan Ho Mien, Pavitra Krishnaswamy, Xulei Yang, Jun Cheng Neurocomputing
11 Dec 2024 SERC Institute for Infocomm Research Uniformly Distributed Feature Representations for Fair and Robust Learning Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo Transactions on Machine Learning Research
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
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