Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
1 Jul 2026 SERC Institute of High Performance Computing  Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation (Pending publish) Zhixuan Shen, Jiawei Du, Ziyu Guo, Han Luo, Lilan Peng, Joey Tianyi Zhou, Haonan Luo, Tianrui Li ICML 2026
1 Jun 2026 SERC Institute of High Performance Computing  IMS3: Breaking Distributional Aggregation in Diffusion-Based Dataset Distillation (Pending publish) Chenru Wang, Yunyi Chen, Zijun Yang, Joey Tianyi Zhou, Chi Zhang CVPR 2026
1 Jun 2026 SERC Institute of High Performance Computing  Reinforcement-Guided Synthetic Data Generation for Privacy-Sensitive Identity Recognition (Pending publish) Xuemei Jia, Jiawei Du, Hui Wei, Jun Chen, Joey Tianyi Zhou, Zheng Wang CVPR 2026
17 Mar 2026 SERC Institute of High Performance Computing  Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access Ziyuan Yang, Ming Yan, Yi Zhang, Joey Tianyi Zhou Proceedings of the AAAI Conference on Artificial Intelligence
1 Mar 2026 SERC Institute of High Performance Computing  Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes Zizhou Wang, Yan Wang, Yangqin Feng, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh, Yong Liu, Liangli Zhen IEEE Transactions on Neural Networks and Learning Systems
12 Jan 2026 SERC Singapore Institute of Manufacturing Technology Influence of part placement on defect distribution and fatigue failure mechanism in laser powder bed fused 316L stainless steel (Pending publish) Zicheng Wu, Yi Zhou, Ninian Sing Kok Ho, Tong Liu, John Hock Lye Pang Materials Letters
9 Jan 2026 SERC Institute of Sustainability for Chemicals, Energy and Environment Converting natural biopolymers to sustainable bioplastics via structure engineering Xinlei Ji, Keyi Zhou, My Ha Tran, Xi Chen, Ning Yan Chemical Science
1 Dec 2025 SERC Institute of High Performance Computing  SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs Jinhong Deng, Wen Li, Joey Tianyi Zhou, Yang He the Thirty-Ninth Annual Conference on Neural Information Processing Systems
1 Nov 2025 SERC Institute of High Performance Computing  CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching Cheng Shen , Joey Tianyi Zhou, Yew Soon Ong Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
20 Oct 2025 SERC Institute of High Performance Computing  A deep learning based automatic report generator for retinal optical coherence tomography images Xinjian Chen, Huazhu Fu, Jingtao Wang, Tian Lin, Qian Cheng, Cangxin Li, Meng Wang, Zhongyue Chen, Aidi Lin, Anlin Zhang, Weifang Zhu, Shirong Chen, Fei Shi, Dehui Xiang, Baoqing Nie, Yi Zhou, Yuanyuan Peng, Danqi Fang, Chao Guo, Ting Wang, Mingzhi Zhang, Chi Pui Pang, Haoyu Chen npj Digital Medicine