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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
13 Jan 2026 SERC Institute of Advanced Intelligence and Computing MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference (Pending publish) Xue He, Xue Geng, Tiancheng Zhang, Minghe Yu, Yuhai Zhao, Xulei Yang, Min Wu, Ge Yu Knowledge-Based Systems
7 Aug 2025 SERC Institute for Infocomm Research Efficient Certified Reasoning for Binarized Neural Networks Jiong Yang, Yong Kiam Tan, Mate Soos, Magnus O. Myreen, Kuldeep S. Meel International Conference on Theory and Applications of Satisfiability Testing (SAT)
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
4 Apr 2025 BMRC Skin Research Lab Advancing clinical diagnostics: the potential of analytical Raman spectroscopy in oncology, dermatology, and diabetes Rabia’tul A’dawiah, Alicia Ann May Yap, Poongkulali Rajarahm, Songhua Zheng, Ruochong Zhang, Yi Qi, Dinish U.S., Wenyi Xu, Ghayathri Balasundaram, Malini Olivo, Renzhe Bi Applied Spectroscopy Reviews
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
21 Mar 2025 SERC Institute for Infocomm Research Localization of a Tethered Drone & Ground Robot Team by Deep Neural Networks Mohammad Asif, Hon Wek Lim, Yeshas Thadimari, Nursultan Imanberdiyev, Efe Camci 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)