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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Jul 2026 SERC Institute of Advanced Intelligence and Computing Adversarial Dual On-Policy Distillation from Expressive Teacher (Pending publish) Zhenglin Wan, Jingxuan Wu, Xingrui Yu, Chubin Zhang, Mingcong Lei, Bo An, Ivor Tsang, Yang You Forty-third International Conference on Machine Learning (ICML 2026)
6 Jul 2026 SERC Institute of Advanced Intelligence and Computing Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching (Pending publish) Jingxuan Wu, Zhenglin Wan, Xingrui Yu, Yuzhe Yang, Bo An, Ivor Tsang, Yang You Forty-third International Conference on Machine Learning (ICML 2026)
24 Feb 2026 SERC Institute of Materials Research and Engineering Anomalyspy: A Generative Defect Localization in Semiconductor Packages, with X-Ray Microscopy Riko I Made, Pawan Kumar, Pablo Quijano Velasco, Ng Chee Koon, Leong Chang Jie 2025 IEEE 27th Electronics Packaging Technology Conference (EPTC)
8 Dec 2025 SERC Institute of High Performance Computing  Physics-Constrained Diffusion for Lightweight Composite Material Design Hangwei Qian, Yang He, Bingjin Chen, Mohit Sharma, Ivor Tsang NeurIPS 2025
11 Oct 2025 SERC Institute for Infocomm Research Benchmarking Visual Generative Models through Cultural Lens: A Case Study with Singapore-Centric Multi-Cultural Context (Pending publish) Koksal Ali, Loke Mei Hwan, Hui Li Tan, Nancy F. Chen Companion Proceedings of the 27th International Conference on Multimodal Interaction
12 Jul 2025 SERC Institute of Materials Research and Engineering Artificial Intelligence and Generative Models for Materials Discovery: A Review Riko I Made, Albertus Denny Handoko World Scientific Annual Review of Functional Materials
3 Oct 2024 SERC Institute of Materials Research and Engineering Generative Design and Experimental Validation of Non-Fullerene Acceptors for Photovoltaics Jin Da Tan, Balamurugan Ramalingam, Vijila Chellappan, Nipun Kumar Gupta, Laurent Dillard, Saif A. Khan, Casey Galvin, Kedar Hippalgaonkar ACS Energy Letters
14 Feb 2024 SERC Institute for Infocomm Research FairTL: A Transfer Learning Approach for Bias Mitigation in Deep Generative Models Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung IEEE Journal of Selected Topics in Signal Processing
20 Jul 2022 SERC Institute for Infocomm Research DRBM-ClustNet: A Deep Restricted Boltzmann–Kohonen Architecture for Data Clustering J. Senthilnath, Nagaraj G., Sumanth Simha C., Sushant Kulkarni, Meenakumari Thapa, Indiramma M., Jon Atli Benediktsson IEEE Transactions on Neural Networks and Learning Systems
20 Dec 2021 SERC Institute for Infocomm Research An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh, Felipe Oviedo, Guangzong Xing, Jiali Li, Qiaohao Liang, Ruiming Zhu, Armin G. Aberle, Shijing Sun, Xiaonan Wang, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi Matter