Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services
Publication MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish NeurIPS 2025 | November 2025
Publication SONAR Web: A Platform-Agnostic Framework for Real-Time Decentralized Learning Across Heterogeneous Edge Clients Joyce Yuan, Brian Le, Kathryn Le, Yichuan Shi, Abhishek Singh, Rishi Sharma, Angel Patricio, Ramesh Raskar Proceedings of the Federated Learning and Edge AI for Privacy and Mobility | November 2025
Publication Triangle: Empowering Incident Triage with Multi-Agent Zhaoyang Yu, Aoyang Fang, Minghua Ma, Chaoyun Zhang, Ze Li, Murali Chintalapati, Xuchao Zhang, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Qingwei Lin 林庆维, et.al ASE’25 | November 2025 Project
Publication Table-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri EMNLP 2025 | November 2025
Publication Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach NeurIPS 2025 | October 2025
Publication TableTalk: Scaffolding Spreadsheet Development with a Language Agent Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares ACM Transactions on Computer-Human Interaction | September 2025
Publication Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang AAAI 2026 | September 2025
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 arXiv | September 2025
Publication Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence Eugenie Y. Lai, Yeye He, Surajit Chaudhuri VLDB 2025 | September 2025
Publication Neural Mutual Information Estimation with Vector Copulas Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann NeurIPS 2025 | September 2025
Research
Research
