Publication It’s Hard to Be Normal: The Impact of Noise on Structure-agnostic Estimation Jikai Jin, Lester Mackey, Vasilis Syrgkanis NeurIPS 2025 | July 2025
Publication Pretraining Context Compressor for Large Language Models with Embedding-Based Memory Yuhong Dai, Jianxun Lian, Yitian Huang, Wei Zhang, Mingyang Zhou, Mingqi Wu, Xing Xie, Hao Liao ACL 2025 | July 2025
Publication Mapping global floods with 10 years of satellite radar data Amit Misra, Kevin White, Simone Fobi Nsutezo, William Straka III, Juan M. Lavista Ferres Nature Communications | July 2025
Publication LongRoPE2: Near-Lossless LLM Context Window Scaling Ning Shang , Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang ICML 2025 | July 2025
Publication Large Language Models for Supply Chain Decisions David Simchi-Levi , Konstantina Mellou, Ishai Menache, Jeevan Pathuri July 2025 July 2025 Project
Publication FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation Wei Li, Xin Zhang, Zhongxin Guo, Shaoguo Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li ACL 2025 | July 2025
Publication Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian International Conference on Machine Learning | July 2025
Publication Large Action Models: From Inception to Implementation Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jianjun Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang Transactions on Machine Learning Research | July 2025
Publication DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis Chen Gong, Kecen Li, Zinan Lin, Tianhao Wang CCS 2025 | July 2025 Project
Publication NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits Tushar Aggarwal*, Swayam Singh*, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan ICML 2025 | July 2025 Access