Publication Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong NeurIPS 2025 | June 2025
Publication I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models Dongnan Gui, Xun Guo, Wengang Zhou, Yan Lu CVPR 2025 | June 2025
Publication Autoformalizing Mathematical Statements by Symbolic Equivalence and Semantic Consistency Zenan Li, Yifan Wu, Zhaoyu Li, Xinming Wei, Fan Yang, Xian Zhang, Xiaoxing Ma June 2025 June 2025
Publication UI-Evol: Automatic Knowledge Evolving for Computer Use Agents Ziyun Zhang, Xinyi Liu, Xiaoyi Zhang, Jun Wang, Gang Chen, Yan Lu ArXiv | May 2025, Vol abs/2505.21964
Publication Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO Lai Wei, Yuting Li, Chen Wang, Yue Wang, Linghe Kong, Weiran Huang, Lichao Sun NeurIPS 2025 | May 2025
Publication rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset Yifei Liu, Li Lyna Zhang, Yi Zhu, Bingcheng Dong, Xudong Zhou, Ning Shang, Fan Yang, Mao Yang NeurIPS 2025 | May 2025
Publication What Do Latent Action Models Actually Learn? Chuheng Zhang, Tim Pearce, Pushi Zhang, Kaixin Wang, Xiaoyu Chen, Wei Shen, Li Zhao, Jiang Bian NeurIPS 2025 | May 2025
Publication Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach Yuchen Wu, Edward Sun, Kaijie Zhu, Jianxun Lian, José Hernández-Orallo, Aylin Caliskan, Jindong Wang NeurIPS 2025 | May 2025
Publication Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu NeurIPS 2025 | May 2025
Publication One-Step Diffusion-Based Image Compression with Semantic Distillation Naifu Xue, Zhaoyang Jia, Jiahao Li, Bin Li, Yuan Zhang, Yan Lu NeurIPS 2025 | May 2025
