Publication Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline Shivani Kapania, Stephanie Ballard, Alex Kessler, Jennifer Wortman Vaughan 8th ACM Conference on Fairness, Accountability, and Transparency (FAccT 2025) | June 2025
Publication When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David Mohr, Jina Suh, Annie Wescott, Casey Williams, Jessica Schleider June 2025
Publication Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI Nick Pangakis, Sam Wolken International AAAI Conference on Web and Social Media | June 2025
Publication From Elements to Design: A Layered Approach for Automatic Graphic Design Composition Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian Computer Vision and Pattern Recognition | June 2025 Github
Publication Mamba Drafters for Speculative Decoding Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, A. Galstyan, Shubham Katiyar, S. Bodapati ArXiv | June 2025, Vol abs/2506.01206
Publication CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching Leying Zhang, Yao Qian, Xiaofei Wang, Manthan Thakker, Dongmei Wang, Jianwei Yu, Haibin Wu, Yuxuan Hu, Jinyu Li, Yanmin Qian, Sheng Zhao NeurIPS 2025 | May 2025
Publication MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning Peng Xia, Jinglu Wang, Yibo Peng, Kaide Zeng, Xian Wu, Xiangru Tang, Hongtu Zhu, Yun Li, Shujie Liu, Yan Lu, Huaxiu Yao ICLR 2026 | May 2025
Publication CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning Monoshi Kumar Roy, Simin Chen, Benjamin Steenhoek, Jinjun Peng, Gail E. Kaiser, Baishakhi Ray, Wei Le ICLR 2026 | May 2025
Publication GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Caleb Robinson, Akram Zaytar, Rahul Dodhia, Juan M. Lavista Ferres May 2025 Project
Publication Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States Eli Chien, Wei-Ning Chen, Pan Li ICML 2026 | May 2025