Publication A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding Yida Wang, Taiting Lu, Runze Liu, Lanqing Yang, Yifan Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, D. Ding, Yijie Li, Yi-Chao Chen, Yincheng Jin, Mahanth K. Gowda ICML 2026 | July 2025
Publication Geometric-Mean Policy Optimization Yuzhong Zhao, Yue Liu, Junpeng Liu, Jingye Chen, Xun Wu, Yaru Hao, Tengchao Lv, Shaohan Huang, Lei Cui, Qixiang Ye, Fang Wan, Furu Wei ICLR 2026 | July 2025
Publication TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang The 63rd Annual Meeting of the Association for Computational Linguistics (ACL '25) | July 2025 Project
Publication AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso Meeting of the Association for Computational Linguistics | July 2025
Publication Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations Eunkyu Park, Wesley Deng, Gunhee Kim, Motahhare Eslami, Maarten Sap July 2025 arXiv | July 2025
Publication TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang The 63rd Annual Meeting of the Association for Computational Linguistics (ACL '25) | July 2025 Project Project
Publication Learning to Solve Complex Problems via Dataset Decomposition Wanru Zhao, Lucas Caccia, Zhengyan Shi, Minseon Kim, Xingdi Yuan, Weijia Xu, Marc-Alexandre Côté, Alessandro Sordoni NeurIPS 2025 | July 2025
Publication Assessing the utility of machine learning for predicting food sufficiency: a case study in Malawi Andrew Tomes, Shahrzad Gholami, Conor Hennessy, Cecilia Bitz, Rahul Dodhia, Juan M. Lavista Ferres, C. Leigh Anderson Cambridge University Press | July 2025
Publication PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Han Jiang, Dongyao Zhu, Zhihua Wei, Xiaoyuan Yi, Ziang Xiao, Xing Xie ICML 2026 | July 2025
Publication STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang ICLR 2026 | July 2025