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Publication date Communities Collections Article title Author(s) Journal/Conference
11 Jun 2026 SERC Institute of Materials Research and Engineering The effect of ultra-dilute boron addition on solidification behavior and toughness of a laser powder bed fused eutectic high-entropy alloy Siyuan Wei, Delvin Wuu, Verner Soh, Kwang Boon Lau, Jinliang Du, Moses J. Paul, Yingzhi Zeng, Maohang Zhang, Baicheng Zhang, Michael P. Short, Andrew Ngo, Upadrasta Ramamurty, Pei Wang Acta Materialia
9 Apr 2026 SERC Institute for Infocomm Research Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks Mingxing Shao, Tiancheng Zhang, Yifang Yin, Wenhui Wu, Zikai Li, Minghe Yu, Fangling Leng, Ge Yu Proceedings of the ACM Web Conference 2026
11 Feb 2026 SERC Institute of Materials Research and Engineering Machine learning and first-principles guided design of BaTiO3-based materials for capacitor applications Chong Guo, Kailing Fang, Haojie Yue, Kun Guo, Ziliang Deng, Zhichao Gong, Kang Li, Huacheng Zhang, Zhiyong Liu, Bing Xie, Pu Mao, Chee Kiang Ivan Tan, Kui Yao, Francis Eng Hock Tay Journal of Applied Physics
13 Jan 2026 SERC Institute of Advanced Intelligence and Computing MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference (Pending publish) Xue He, Xue Geng, Tiancheng Zhang, Minghe Yu, Yuhai Zhao, Xulei Yang, Min Wu, Ge Yu Knowledge-Based Systems
19 Dec 2025 SERC Institute of Materials Research and Engineering Machine learning-accelerated screening of all-inorganic perovskites for tandem solar cells Chong Guo, Kun Guo, Ziliang Deng, Huacheng Zhang, Kang Li, Zhiyong Liu, Bing Xie, Pu Mao, Chee Kiang Ivan Tan, Kui Yao, Francis Eng Hock Tay Materials Today Energy
30 Sep 2025 SERC Institute for Infocomm Research Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing Mingxing Shao, Tiancheng Zhang, Minghe Yu, Zhenghao Liu, Yifang Yin, Hengyu Liu, Ge Yu Lecture Notes in Computer Science
19 Sep 2025 SERC Institute for Infocomm Research Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency Fan Li, Tiancheng Zhang, Yifang Yin, Minghe Yu, Mengxiang Wang, Ge Yu Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence
23 Jul 2025 SERC Institute for Infocomm Research A Survey of Static and Temporal Explainable Methods and Their Applications in Knowledge Tracing Fan Li, Tian-Cheng Zhang, Yi-Fang Yin, Di Fan, Ming-He Yu, Ge Yu Journal of Computer Science and Technology
25 Jun 2025 SERC Institute for Infocomm Research Efficient Real-Time Aircraft ETA Prediction via Feature Tokenization Transformer Liping Huang, Yicheng Zhang, Yifang Yin, Sheng Zhang, Yi Zhang US-Europe Air Transportation Research & Development Symposium 2025
20 Jun 2025 SERC Institute of Materials Research and Engineering Prediction of ABX3 Perovskite Formation Energy Using Machine Learning Ziliang Deng, Kailing Fang, Chong Guo, Zhichao Gong, Haojie Yue, Huacheng Zhang, Kang Li, Kun Guo, Zhiyong Liu, Bing Xie, Jinshan Lu, Kui Yao, Francis Eng Hock Tay Materials