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
Publication Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work Alice Qian, Ryland Shaw, Laura Dabbish, Jina Suh, Hong Shen September 2025
Publication FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies Moritz Reuss, Hongyi Zhou, Marcel Ruhle, Omer Erdincc Yaugmurlu, Fabian Otto, Rudolf Lioutikov September 2025
Publication Collaboration and Conflict between Humans and Language Models through the Lens of Game Theory Mukul Singh, Arjun Radhakrishna, Sumit Gulwani September 2025