Publication METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Shaoting Feng, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang ACM SOSP | October 2025
Publication SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles Gregor Simm, Jean Helie, Hannes Schulz, Yicheng Chen, Guillem Simeon, Anna Kuzina, Ernesto Martinez-Baez, Piero Gasparotto, Gabriele Tocci, Chi Chen, Yatao Li, Lixue Cheng, Zun Wang, Bichlien Nguyen, Jake Smith, Lixin Sun October 2025
Publication The Coverage Principle: How Pre-Training Enables Post-Training Fan Chen, Audrey Huang, Noah Golowich, Sadhika Malladi, Adam Block, Jordan T. Ash, Akshay Krishnamurthy, Akshay Krishnamurthy, Dylan J. Foster ICLR 2026 | October 2025
Publication IOValve: Leakage-Free I/O Sandbox for Large-Scale Untrusted Data Processing Sangho Lee, Jules Drean, Yue Tan, Marcus Peinado 32nd ACM Conference on Computer and Communications Security (CCS 2025) | October 2025
Publication EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems Yufei He, Juncheng Liu, Yue Liu, Yibo Li, Tri Cao, Zhiyuan Hu, Xinxing Xu, Bryan Hooi ICLR 2026 | October 2025
Publication AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving Shaoting Feng, Hanchen Li, Kuntai Du, Zhuohan Gu, Yuhan Liu, Jiayi Yao, Siddhant Ray, Samuel Shen, Yihua Cheng, Ganesh Ananthanarayanan, Junchen Jiang ACM SOSP BigMem Workshop | October 2025
Publication Indispensable CPU-centric Checkpointing for GPUs Junzhe Li, Ran Shu, Ziyue Yang, Shuotao Xu, Chenxiong Qian, Yongqiang Xiong APSys | October 2025
Publication DocReward: A Document Reward Model for Structuring and Stylizing Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, Xun Wang, Huitian Jiao, Sun Mao, Fnu Kartik, Siqing Chen, Wai Lam, Furu Wei October 2025
Publication Representation-Based Exploration for Language Models: From Test-Time to Post-Training Jens Tuyls, Dylan Foster, Akshay Krishnamurthy, Jordan Ash ICLR 2026 | October 2025
Publication AutoVerus: Automated Proof Generation for Rust Code Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Jianan Yao, Weidong Cui, Yeyun Gong, Chris Hawblitzel, Shuvendu Lahiri, Jay Lorch, Shuai Lu, Fan Yang, Ziqiao Zhou, Shan Lu Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2025 Distinguished Artifact Award Github Project