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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
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
16 Nov 2024 SERC Institute for Infocomm Research Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs Gregory Kang Ruey Lau, Xinyuan Niu, Hieu Dao, Jiangwei Chen, Chuan-Sheng Foo, Bryan Kian Hsiang Low Conference on Empirical Methods in Natural Language Processing
27 Jul 2024 SERC Institute for Infocomm Research Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components Zhiliang Chen, Chuan-Sheng Foo, Bryan Kian Hsiang Low International Conference on Machine Learning
11 May 2024 SERC Institute for Infocomm Research A Unified Framework for Bayesian Optimization under Contextual Uncertainty Sebastian Shenghong Tay, Chuan-Sheng Foo, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Learning Representations
10 Dec 2023 SERC Institute for Infocomm Research Model Shapley: Equitable Model Valuation with Black-box Access Xinyi Xu, Thanh Lam, Chuan-Sheng Foo, Bryan Kian Hsiang Low Conference on Neural Information Processing Systems
10 Dec 2023 SERC Institute for Infocomm Research Bayesian Optimization with Cost-varying Variable Subsets Sebastian Shenghong Tay, Chuan Sheng Foo, Daisuke Urano, Richalynn Chiu Xian Leong, Bryan Kian Hsiang Low Conference on Neural Information Processing Systems
20 Aug 2023 SERC Institute for Infocomm Research No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
20 Aug 2023 SERC Institute for Infocomm Research FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery Xinyi Xu, Zhaoxuan Wu, Arun Verma, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the 26th International Conference on Artificial Intelligence and Statistics