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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
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
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
2 Feb 2023 SERC Institute of High Performance Computing  Two-Stream Graph Convolutional Network-Incorporated Latent Feature Analysis Fanghui Bi, Tiantian He, Yuetong Xie, Xin Luo IEEE Transactions on Services Computing
1 Feb 2023 SERC Institute of High Performance Computing  A Two-Stream Light Graph Convolution Network-based Latent Factor Model for Accurate Cloud Service QoS Estimation Fanghui Bi, Tiantian He, Xin Luo 2022 IEEE International Conference on Data Mining (ICDM)
7 Dec 2021 SERC Institute of High Performance Computing  Learning Conjoint Attentions for Graph Neural Nets Tiantian He, Yew-Soon Ong, Lu Bai 35th Conference on Neural Information Processing Systems (NeurIPS 2021)