Publication SWE-bench Goes Live! Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, J. Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang NeurIPS 2025 | May 2025 Project
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 arXiv | May 2025 Project Project
Publication TRAP: Targeted Redirecting of Agentic Preferences Hangoo Kang, Jehyeok Yeon, Gagandeep Singh NeurIPS 2025 | May 2025
Publication Contextual Integrity in LLMs via Reasoning and Reinforcement Learning Guangchen Lan, Huseyin Inan, Sahar Abdelnabi, Janardhan (Jana) Kulkarni, Lukas Wutschitz, Reza Shokri, Christopher G. Brinton, Robert Sim NeurIPS 2025 | May 2025 Project
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
Publication STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models Kai Chen, Zihao He, Taiwei Shi, Kristina Lerman May 2025 arXiv | May 2025
Publication Sparsified State-Space Models are Efficient Highway Networks Woomin Song, Jihoon Tack, Sangwoo Mo, Seunghyuk Oh, Jinwoo Shin Trans. Mach. Learn. Res. | May 2025, Vol 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 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