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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
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)
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
14 Nov 2024 SERC Institute for Infocomm Research Attention-based Deep Learning Model for Flight Delay Prediction using Real-time Trajectory Tanaya Chaudhuri, Sheng Zhang, Yicheng Zhang SESAR Innovation Days Conference 2024
2 Jul 2024 SERC Institute of Materials Research and Engineering Bimodal alteration of cognitive accuracy for spintronic artificial neural networks Anuj Kumar, Debasis Das, Dennis J. X. Lin, Lisen Huang, Sherry L. K. Yap, Hang Khume Tan, Royston J. J. Lim, Hui Ru Tan, Yeow Teck Toh, Sze Ter Lim, Xuanyao Fong, Pin Ho Nanoscale Horizons
28 Mar 2024 SERC Institute for Infocomm Research Training neural networks with classification rules for incorporating domain knowledge Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo Knowledge-Based Systems