Publication Agentic Coding in the Wild: Characterizing GitHub Copilot at Production Scale Banruo Liu, Haoran Qiu, Íñigo Goiri, Rodrigo Fonseca, Ricardo Bianchini, Esha Choukse arXiv | July 2026 Project
Publication ReToken: One Token to Improve Vision-Language Models for Visual Retrieval Yao Xiao, Reuben Tan, Zhen Zhu, Yuqun Wu, Jianfeng Gao, Derek Hoiem July 2026 arXiv | July 2026
Publication Hand-Object Interaction in the Age of Large Foundation Models:Reconstruction, Generation, and Embodied Transfer Weiquan Lin, Yu Deng, Shiyang Liu, Luping Xiao, Xu Tang, Junzhi Yu, Jiaolong Yang, Lei Zhang, Xingyu Chen July 2026 arXiv | July 2026
Publication “Nobody Did This”: Contribution, Originality, and Accountability in Agent-Mediated Collaboration Kashif Imteyaz, M. Rifat, Divya Ramesh, Steven R. Rick, S. Hosio, Hauke Sandhaus, Advait Sarkar, Christoph Riedl, Saiph Savage July 2026 arXiv | July 2026
Publication Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale Yash Pandya, Sahil Gupta, Sarthak Harne, Archana Yadav, Kavyansh Chourasia, Hussein Mozannar, Vibhav Vineet, Sara Abdali, Corby Rosset, Yash Lara, Ahmed Awadallah, Ece Kamar, Akshay Nambi July 2026
Publication Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents Aayush Kumar, Avik Dutta, Sumit Gulwani, Gustavo Soares, Advait Sarkar, Emerson Murphy-Hill IEEE VL/HCC 2026 | July 2026 VLHCC 2026 Best Long Paper Runner-Up
Publication Specula: Scaling formal specifications for autonomous model checking of system code Q. Cheng, Saad Mohammad Rafid Pial, Ruize Tang, Yiming Su, Emilie Ma, Finn Hackett, Ivan Beschastnikh, Yu Huang, Tianyin Xu July 2026 arXiv | July 2026
Publication “Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler 2026 International Conference on Software Engineering | July 2026 ACM SIGSOFT Distinguished Paper Award
Publication Weak-to-Strong On-Policy Distillation Fangxu Yu, Zinan Lin, Xiaodong Liu, Weijia Xu, Michael Xu, Tianyi Zhou, Jianfeng Gao July 2026 arXiv | July 2026
Publication Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed Xinnuo Xu, Anja Thieme, Daniela Massiceti, Ioana Tănase, Rita Faia Marques, Melanie Fernandez Pradier, Martin Grayson, Camilla Longden, Cecily Morrison July 2026 arXiv | July 2026