Publication Semantic Visual Anomaly Detection and Reasoning in AI-Generated Images Chuangchuang Tan, Xiang Ming, Jinglu Wang, Renshuai Tao, Bin Li, Yunchao Wei, Yao Zhao, Yan Lu ICLR 2026 | October 2025
Publication Chain-of-Retrieval Augmented Generation Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei NeurIPS 2025 | October 2025
Publication RepDL: Bit-level Reproducible Deep Learning Training and Inference Peichen Xie, Xian Zhang, Shuo Chen October 2025 October 2025
Publication Dyna-Mind: Learning to Simulate from Experience for Better AI Agents Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao ICLR 2026 | October 2025 Under review as a conference paper at ICLR 2026
Publication Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading Zifan Song, Kaitao Song, Guosheng Hu, Ding Qi, Junyao Gao, Xiaohua Wang, Dongsheng Li, Cairong Zhao ICLR 2026 | October 2025
Publication Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion Qijun Luo, Yifei Shen, Liangzu Peng, Dongsheng Li, Xiao Li NeurIPS 2025 | October 2025
Publication NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data Haolong Qian, Xianliang Yang, Ling Zhang, Lei Song, Jiang Bian, Chun Yuan NeurIPS 2025 | October 2025
Publication Self-distilled Attention Gating for Efficient Long-context Prefilling Yizhao Gao, Zhichen Zeng, DaYou Du, Shijie Cao, Peiyuan Zhou, Jiaxing Qi, Junjie Lai, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang NeurIPS 2025 | October 2025
Publication RoboSeer: Video Generators Can Be Generalizable Robot Manipulators Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo NeurIPS 2025 | October 2025
Publication PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks Pengyun Yue, Xuanlin Yang, Mingqing Xiao, Zhouchen Lin NeurIPS 2025 | October 2025
Research
Research