Publication SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Han Shi, Dongmei Zhang, Dongmei Zhang September 2025
Publication CancerGUIDE: Cancer Guideline Understanding via Internal Disagreement Estimation Alyssa Unell, Noel Codella, Sam Preston, Peniel Argaw, Wen-wai Yim, Zelalem Gero, Cliff Wong, Rajesh Jena, Eric Horvitz, Amanda K. Hall, Ruican Rachel Zhong, Jiachen Li, Shrey Jain, Mu Wei, Matthew P Lungren, Hoifung Poon September 2025
Publication Falcon: A Reliable, Low Latency Hardware Transport Arjun Singhvi, Nandita Dukkipati, Prashant Chandra, Hassan M. G. Wassel, Naveen Kr. Sharma, Anthony Rebello, Henry Schuh, Praveen Kumar, Behnam Montazeri, Neelesh Bansod, Sarin Thomas, Inho Cho, Hyojeong Lee Seibert, Baijun Wu, Rui Yang, Yuliang Li, Kai Huang, Qianwen Yin, Abhishek Agarwal, Srinivas Vaduvatha, Weihuang Wang, Masoud Moshref, Tao Ji, David Wetherall, Amin Vahdat SIGCOMM 2025 | September 2025
Publication Accelerating protein engineering with fitness landscape modeling and reinforcement learning Haoran Sun, Liang He, Pan Deng, Guoqing Liu, Zhiyu Zhao, Yuliang Jiang, Chuan Cao, Fusong Ju, Lijun Wu, Haiguang Liu, Tao Qin, Tie-Yan Liu Nature Machine Intelligence | September 2025 Github
Publication Mosaic: Breaking the Optics versus Copper Trade-off with a Wide-and-Slow Architecture and MicroLEDs Kaoutar Benyahya, Ariel Gomez Diaz, Junyi Liu, Vassily Lyutsarev, Marianna Pantouvaki, Kai Shi, Shawn Yohanes Siew, Hitesh Ballani, Thomas Burridge, Daniel Cletheroe, Thomas Karagiannis, Brian Robertson, Ant Rowstron, Mengyang Yang, Arash Behziz, Jamie Gaudette, Paolo Costa The ACM SIGCOMM Conference on Data Communication (SIGCOMM) 2025 | September 2025 SIGCOMM 2025 Best Paper Award Video
Publication RANBooster: Democratizing advanced cellular connectivity through fronthaul middleboxes Xenofon Foukas, Tenzin Samten Ukyab, Bozidar Radunovic, Sylvia Ratnasamy, Scott Shenker SIGCOMM 2025 | September 2025 Project
Publication $\Delta L$ Normalization: Rethink Loss Aggregation in RLVR Zhiyuan He, Xufang Luo, Yike Zhang, Yuqing Yang, Lili Qiu September 2025
Publication Instruction Agent: Enhancing Agent with Expert Demonstration Yinheng Li, Hailey Hultquist, Justin Wagle, Kazuhito Koishida September 2025
Publication Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning Liang Chen, Xueting Han, Li Shen, Jing Bai, Kam-Fai Wong September 2025
Publication Demo: Healthcare Agent Orchestrator (HAO) for Patient Summarization in Molecular Tumor Boards Matthias Blondeel, Noel Codella, Sam Preston, Hao Qiu, Leonardo Schettini, Frank Tuan, Wen-wai Yim, Smitha Saligrama, Mert Oz, Shrey Jain, Matthew P Lungren, Thomas Osborne September 2025