Publication Native Hybrid Thinking Models Lingjie Jiang, Xun Wu, Shaohan Huang, Qingxiu Dong, Zewen Chi, Li Dong, Xingxing Zhang, Tengchao Lv, Lei Cui, Furu Wei NeurIPS 2025 | October 2025
Publication R-KV: Redundancy-aware KV Cache Compression for Reasoning Models Zefan Cai, Wen Xiao, Hanshi Sun, Cheng Luo, Yikai Zhang, Ke Wan, Yucheng Li, Yeyang Zhou, Li-Wen Chang, Jiuxiang Gu, Zhen Dong, Anima Anandkumar, Abedelkadir Asi, Junjie Hu NeurIPS 2025 | October 2025
Publication Enhancing Graph Classification Robustness with Singular Pooling Sofiane Ennadir, Oleg Smirnov, Yassine Abbahaddou, Lele Cao, Johannes Lutzeyer NeurIPS 2025 | October 2025
Publication Do LLMs Comply Differently During Tests? And Can We Steer That? Sahar Abdelnabi, Ahmed Salem NeurIPS 2025 | October 2025
Publication Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations Shixin Li, Xiaojing Ma, Zewei Li, Xiaofan Bai, Pingyi Hu, Dongmei Zhang, Bin Benjamin Zhu NeurIPS 2025 | October 2025
Publication BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI Chengquan Guo, Yuzhou Nie, Chulin Xie, Zinan Lin, Wenbo Guo, Bo Li 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 RAI Advocacy: Communicative Strategies for Advancing Responsible AI in Large Technology Companies Jordan Duran, Samir Passi, Mihaela Vorvoreanu AI, Ethics, and Society | October 2025
Publication Permissive Information-Flow Analysis for Large Language Models Shoaib Ahmed Siddiqui, Radhika Gaonkar, Boris Köpf, David Krueger, Andrew Paverd, Ahmed Salem, Shruti Tople, Lukas Wutschitz, Menglin Xia, Santiago Zanella-Béguelin Transactions on Machine Learning Research (TMLR) | October 2025 Project
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