Publication Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning Minheng Ni, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Kevin Lin, Wangmeng Zuo, Lijuan Wang NeurIPS 2025 | May 2025
Publication WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference Sihan Chen, Dan Zhao, Jongwoo Ko, Colby R. Banbury, Huiping Zhuang, Luming Liang, Tianyi Chen ICLR 2026 | May 2025
Publication Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Debargha Ganguly, Vikash Singh, Sreehari Sankar, Biyao Zhang, Xuecen Zhang, Srinivasan Iyengar, Xiaotian Han, Amit Sharma, S. Kalyanaraman, Vipin Chaudhary NeurIPS 2025 | May 2025
Publication Decision Trees with Short Explainable Rules Victor Feitosa Souza, F. Cicalese, E. Laber, M. Molinaro, Marco Molinaro Theoretical Computer Science | May 2025
Publication Not only what, but also when: Understanding Brazilian political comments on legislative bills over time through Stance Detection and Topic Modeling Matheus Cerqueira dg.o2025 - 26th Annual International Conference on Digital Government Research | 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 RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning Ming-Kuan Wu, Lu Wang, Pu Zhao, Fangkai Yang, Jianjin Zhang, Jianfeng Liu, Yuefeng Zhan, Weihao Han, Hao Sun, Jiayi Ji, Xiaoshuai Sun, Qingwei Lin, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang, Rongrong Ji ICLR 2026 | 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 Dynamic Risk Assessments for Offensive Cybersecurity Agents Boyi Wei, Benedikt Stroebl, Jiacen Xu, Joie Zhang, Zhou Li, Peter Henderson 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