출판 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
출판 Self-distilled Attention Gating for Efficient Long-context Prefilling Yizhao Gao, Zhichen Zeng, DaYou Du, Shijie Cao, Peiyuan Zhou, Jiaxing Qi, Junjie Lai, Hayden Kwok-Hay So, Ting Cao, Fan Yang, Mao Yang NeurIPS 2025 | October 2025
출판 Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach NeurIPS 2025 | October 2025
출판 IndiMathBench: Autoformalization Mathematical Reasoning Problems with a Human Touch Param Biyani, Shashank Kirtania, Yasharth Bajpai, Ashish Tiwari, Sumit Gulwani ArXiv | October 2025
출판 Leveraging Large Language Models to Generate Multiple-Choice Questions for Ophthalmology Education Shahrzad Gholami, Daniel B. Mummert, Beth Wilson, Sarah Page, Rahul Dodhia, Juan M. Lavista Ferres, Bill Weeks, Dale E. Fajardo, Karine D. Bojikian JAMA Ophthalmology | October 2025 프로젝트
출판 Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness Erfan Shayegani, Keegan Hines, Yue Dong, Nael B. Abu-Ghazaleh, Roman Lutz, Spencer Whitehead, Vidhisha Balachandran, Besmira Nushi, Vibhav Vineet ICLR 2026 | October 2025
출판 Corporate Biodiversity Reporting Can Be Scaled with AI and Earth Observation—But Will Miss the Point Without Guidance from Conservation Scientists Benjamin L. Miller, Seamus Lombardo, Amy Rosenthal, Tara O'Shea,, Amy Luers, Juan M. Lavista Ferres, Lisa Mandle, Taylor H. Ricketts, Stephen Polasky, Daniel G. Brown Society for Conservation Biology – Conservation Letters | October 2025
출판 Table-based language models for ophthalmology assessment in the emergency department Juan M. Lavista Ferres, Shu Feng, Mary Kim, Nadia Popovici, Lauren Lee, Kaden Moore, Karine D. Bojikian Graefes Arch Clin Exp Ophthalmology | October 2025
출판 Safe, Efficient, and Robust Reinforcement Learning for Ranking and Diffusion Models Shashank Gupta October 2025 박사학위논문: University of Amsterdam | October 2025
출판 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 프로젝트