Publication Less Is More: Generating Time Series with LLaMA-Style Autoregression in Simple Factorized Latent Spaces Siyuan Li, Yifan Sun, Lei Cheng, Lewen Wang, Yang Liu, Weiqing Liu, Jianlong Li, Jiang Bian, Shikai Fang November 2025
Publication Where are the Whales: A Human-in-the-loop Detection Method for Identifying Whales in High-resolution Satellite Imagery Caleb Robinson, Kimberly T. Goetz, Christin B. Khan, Meredith Sackett, Kathleen Leonard, Rahul Dodhia, Juan M. Lavista Ferres November 2025
Publication TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery Tammy Glazer, Gilles Quentin Hacheme, Akram Zaytar, Luana Marotti, Amy Michaels, Girmaw Abebe Tadesse, Kevin White, Rahul Dodhia, Inbal Becker-Reshef, Juan M. Lavista Ferres, Caleb Robinson November 2025
Publication Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency Colin Hong Fung Heng, Xu Guo, Anand Chaanan Singh, Esha Choukse, Dmitrii Ustiugov EMNLP | November 2025 Project
Publication Group Preference Alignment: Customized LLM Response Generation from In-Situ Conversations Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar, Longqi Yang, Mengting Wan, Xiaofeng Xu, Xia Song, Jennifer Neville 2025 Empirical Methods in Natural Language Processing | November 2025
Publication GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu AAAI 2026 | November 2025
Publication Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models Pushkar Shukla, Aditya Chinchure, Emily Diana, Alexander Tolbert, Kartik Hosanagar, Vineeth N Balasubramanian, Leonid Sigal, Matthew Turk EMNLP Findings | November 2025
Publication Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work Wesley Hanwen Deng, Solon Barocas, Jennifer Wortman Vaughan ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2025) | November 2025 Honorable Mention
Publication Table-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri EMNLP 2025 | November 2025
Publication From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents Erfan Shayegani, Jina Suh, Andrew D. Wilson, Nagu Rangan, Javier Hernandez November 2025 Project