Publication From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
Publication VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents Kangrui Wang, Pingyue Zhang, Zihan Wang, Yaning Gao, Linjie Li, Qineng Wang, Hanyang Chen, Chi Wan, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu, Fei-Fei Li, Yejin Choi, Manling Li NeurIPS 2025 | October 2025
Publication Cost-Aware Retrieval-Augmentation Reasoning Models with Adaptive Retrieval Depth Helia Hashemi, Victor Ruehle, Saravan Rajmohan October 2025
Publication Towards a Responsible AI Organizational Maturity Model Amy K. Heger, Samir Passi, Shipi Dhanorkar, Zoe Kahn, Ruotong Wang, Mihaela Vorvoreanu 2025 Conference on Computer Supported Cooperative Work | October 2025
Publication FamilyDittos: Reimagining Intergenerational Interaction through Mimetic Agents Teerapaun Tanprasert, Jiamin Dai, John Tang, Kori Inkpen, Ed Cutrell, Joanna Mcgrenere Proceedings of the ACM on Human-Computer Interaction | October 2025, Vol 9: pp. 1-31 Project
Publication Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning Ling Zhang, Xianliang Yang, Juwon Yu, Park Cheonyoung, Lei Song, Jiang Bian ICLR 2026 | October 2025
Publication METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Shaoting Feng, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang ACM SOSP | October 2025
Publication SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles Gregor Simm, Jean Helie, Hannes Schulz, Yicheng Chen, Guillem Simeon, Anna Kuzina, Ernesto Martinez-Baez, Piero Gasparotto, Gabriele Tocci, Chi Chen, Yatao Li, Lixue Cheng, Zun Wang, Bichlien Nguyen, Jake Smith, Lixin Sun October 2025
Publication The Coverage Principle: How Pre-Training Enables Post-Training Fan Chen, Audrey Huang, Noah Golowich, Sadhika Malladi, Adam Block, Jordan T. Ash, Akshay Krishnamurthy, Akshay Krishnamurthy, Dylan J. Foster ICLR 2026 | October 2025
Publication IOValve: Leakage-Free I/O Sandbox for Large-Scale Untrusted Data Processing Sangho Lee, Jules Drean, Yue Tan, Marcus Peinado 32nd ACM Conference on Computer and Communications Security (CCS 2025) | October 2025