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Publication date Communities Collections Article title Author(s) Journal/Conference
9 May 2026 SERC Institute of Sustainability for Chemicals, Energy and Environment Unified genomic and chemical representations enable bidirectional biosynthetic gene cluster and natural product retrieval Guimei Liu, Yiting Li, Gabriel Ong, Fong Tian Wong, Dillon W. P. Tay, Yee Hwee Lim, Chuan Sheng Foo, Winston Koh Scientific Reports
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
3 Dec 2025 SERC Institute for Infocomm Research Contra-Discriminative GAN-based Anomaly Detection Framework for Medical Images Tianze Yu, Huijuan Yang, Zhiping Lin, Ivan Ho Mien, Navya Vanjavaka, Nurul Hafidzah Rahim, Yih Yian Sitoh, Pavitra Krishnaswamy 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
14 May 2025 SERC Institute for Infocomm Research Intelligently Augmented Contrastive Tensor Factorization: Empowering multi-dimensional time series classification in low-data environments Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen Expert Systems with Applications
19 Jul 2024 SERC Institute for Infocomm Research On the Selection of Positive and Negative Samples for Contrastive Math Word Problem Neural Solver Yiyao Li, Lu Wang, Jung Jae Kim, Chor Seng Tan, Ye Luo Proceedings of the 17th International Conference on Educational Data Mining
19 Jul 2024 SERC Institute for Infocomm Research On the Selection of Positive and Negative Samples for Contrastive Math Word Problem Neural Solver Yiyao Li, Lu Wang, Jung Jae Kim, Chor Seng Tan, Ye Luo Educational Data Mining 2024
17 Oct 2023 SERC Institute of High Performance Computing  A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang Expert Systems with Applications
11 Jan 2023 SERC Institute of High Performance Computing  Coarse-to-Fine Contrastive Learning on Graphs Peiyao Zhao, Yuangang Pan, Xin Li, Xu Chen, Ivor W. Tsang, Lejian Liao IEEE Transactions on Neural Networks and Learning Systems
4 Nov 2021 SERC Institute for Infocomm Research Contrastive Adversarial Knowledge Distillation for Deep Model Compression in Time-Series Regression Tasks Ragab Mohamed, Chao Wang, Min Wu, Xiaoli Li, Qing Xu, Zhenghua Chen Neurocomputing