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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Oct 2025 SERC Institute for Infocomm Research SRNet: Self-supervised structure regularization for stereo matching (Pending publish) Jun Cheng, Zaiwang Gu, Weide Liu, Jiayuan FAN, Zhengguo Li, Chuan-Sheng Foo Neurocomputing
13 Jul 2025 SERC Institute for Infocomm Research NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric Jingtan Wang, Xiaoqiang Lin, Rui Qiao, Pang Wei Koh, Chuan-Sheng Foo, Bryan Kian Hsiang Low International Conference on Machine Learning
18 Jun 2025 SERC Institute for Infocomm Research CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images Cheng Chen, Jiacheng Wei, Tianrun Chen, Chi Zhang, Xiaofeng Yang, Shangzhan Zhang, Bingchen Yang, Chuan-Sheng Foo, Guosheng Lin, Qixing Huang, Fayao Liu CVPR 2025
30 Apr 2025 SERC Institute for Infocomm Research Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan-Sheng Foo, Weisi Lin International Conference on Learning Representations (ICLR) 2025
24 Apr 2025 SERC Institute for Infocomm Research Confidence Elicitation: A New Attack Vector for Large Language Models Brian Formento, Chuan-Sheng Foo, See-Kiong Ng International Conference on Learning Representations
24 Apr 2025 SERC Institute for Infocomm Research Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space Zhiliang Chen, Xinyuan Niu, Chuan-Sheng Foo, Bryan Kian Hsiang Low International Conference on Learning Representations
14 Feb 2025 SERC Institute for Infocomm Research Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching Lile Cai, Chuan-Sheng Foo, Xun Xu, Zaiwang Gu, Jun Cheng, Xulei Yang The Thirteenth International Conference on Learning Representations
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 for Infocomm Research Data Distribution Valuation Xinyi Xu, Shuaiqi Wang, Chuan-Sheng Foo, Bryan Kian Hsiang Low, Giulia Fanti Conference on Neural Information Processing Systems
10 Dec 2024 SERC Institute for Infocomm Research Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline Dapeng Hu, Mi Luo, Jian Liang, Chuan-Sheng Foo Conference on Neural Information Processing Systems