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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Jan 2025 SERC Institute of Materials Research and Engineering Emerging trends in the optimization of organic synthesis through high-throughput tools and machine learning Pablo Quijano Velasco, Kedar Hippalgaonkar, Balamurugan Ramalingam Beilstein Journal of Organic Chemistry
16 Sep 2024 SERC Institute of Materials Research and Engineering Composition driven machine learning for unearthing high-strength lightweight multi-principal element alloys Mengxing Li, Xiu Kun Quek, Hongli Suo, Delvin Wuu, Jing Jun Lee, Wei Hock Teh, Fengxia Wei, Riko I. Made, Dennis Cheng Cheh Tan, Si Rong Ng, Siyuan Wei, Andre Kai Yuan Low, Kedar Hippalgaonkar, Yee-Fun Lim, Pei Wang, Chee Koon Ng Journal of Alloys and Compounds
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
7 Jul 2024 SERC Institute for Infocomm Research Enhanced Discrete Wavelet Transform–Non-Local Means for Multimode Fiber Optic Vibration Signal Zixuan Peng, Kaimin Yu, Yuanfang Zhang, Peibin Zhu, Wen Chen, Jianzhong Hao Photonics
27 Jun 2024 SERC Institute for Infocomm Research Odometry-Aided mmWave Communications using Overparameterized Beamforming Optimization Gary Lee, Ernest Kurniawan, Yuanjin Zheng IEEE Vehicular Technology Conference 2024 Spring
10 Jun 2024 SERC Institute for Infocomm Research A Sampling Strategy for High-Dimensional, Simulation-Based Transportation Optimization Problems Timothy Tay, Carolina Osorio Transportation Science
13 May 2024 SERC Institute of Materials Research & Engineering Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs Andre K. Y. Low, Flore Mekki-Berrada, Abhishek Gupta, Aleksandr Ostudin, Jiaxun Xie, Eléonore Vissol-Gaudin, Yee-Fun Lim, Qianxiao Li, Yew Soon Ong, Saif A. Khan, Kedar Hippalgaonkar npj Computational Materials
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
23 Nov 2023 SERC Institute for Infocomm Research Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks Cihan Acar, Kuluhan Binici, Alp Tekirdağ, Yan Wu IEEE Robotics and Automation Letters
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