Publication MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish NeurIPS 2025 | November 2025 Project
Publication SONAR Web: A Platform-Agnostic Framework for Real-Time Decentralized Learning Across Heterogeneous Edge Clients Joyce Yuan, Brian Le, Kathryn Le, Yichuan Shi, Abhishek Singh, Rishi Sharma, Angel Patricio, Ramesh Raskar Proceedings of the Federated Learning and Edge AI for Privacy and Mobility | November 2025
Publication Distributed AI Platform for the 6G RAN Ganesh Ananthanarayanan, Matthew Balkwill, Xenofon Foukas, Zhihua Lai, Bozidar Radunovic, Connor Settle, Yongguang Zhang ACM MobiCom Open-AI RAN Workshop | November 2025 Project
Publication TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP '25) | November 2025
Publication VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation Kevin Qinghong Lin, Yuhao Zheng, Hangyu Ran, Dantong Zhu, Dongxing Mao, Linjie Li, Philip H. S. Torr, Alex Jinpeng Wang November 2025
Publication RiTTA: Modeling Event Relations in Text-to-Audio Generation Yuhang He, Yash Jain, Xubo Liu, Andrew Markham, Vibhav Vineet Empirical Methods in Natural Language Processing | November 2025
Publication The Collaboration Gap Tim R. Davidson, Adam Fourney, Saleema Amershi, Robert West, Eric Horvitz, Ece Kamar COLM 2026 | November 2025
Publication Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges Hamin Koo, Minseon Kim, Jaehyung Kim ICLR 2026 | November 2025
Publication Beyond Mode Detection: Reconstructing Detailed Transit Itineraries from Crowdsourced GPS Trajectories Ojas Jagtap, N. Awasthi, Mohit Jain, S. Abrar, Vanessa Frías-Martínez Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Intelligence for Smart and Connected Communities | November 2025 SpatialConnect
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