Publication Securing AI Agents with Information-Flow Control Manuel Costa, Boris Köpf, Aashish Kolluri, Andrew Paverd, Mark Russinovich, Ahmed Salem, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin May 2025 Project Project
Publication Beyond Metrics: Evaluating LLMs’ Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios Millicent Ochieng, Varun Gumma, Sunayana Sitaram, Jindong Wang, Vishrav Chaudhary, Keshet Ronen, Kalika Bali, Jacki O'Neill Association for Computational Linguistics (ACL 2025) | May 2025 Project
Publication Training Language Models to Generate Quality Code with Program Analysis Feedback Feng Yao, Zilong Wang, Liyuan Liu, Junxia Cui, Li Zhong, Xiaohan Fu, Haohui Mai, Vish Krishnan, Jianfeng Gao, Jingbo Shang NeurIPS 2025 | May 2025
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 VeriTrail: Closed-Domain Hallucination Detection with Traceability Dasha Metropolitansky, Jonathan Larson May 2025 Video
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 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 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 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