Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services
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, Vol abs/2502.09787
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
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
Tool SciStanPy Welcome to SciStanPy, a Python framework that makes Bayesian statistical modeling accessible to scientists and researchers. GitHub
Publication Esc: An Early-stopping Checker for Budget-aware Index Tuning (Extended Version) Xiaoying Wang, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri Proceedings of the VLDB Endowment (VLDB 2025) | August 2025
Publication When Domains Collide: An Activity Theory Exploration of Cross-Disciplinary Collaboration Zixuan Feng, Thomas Zimmermann, Lorenzo Pisani, Christopher Gooley, Jeremiah Wander, Anita Sarma Best Paper Award at IEEE/ACM International Symposium on Empirical Software Engineering and Measurement (ESEM 2025) | August 2025
Publication TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang The 63rd Annual Meeting of the Association for Computational Linguistics (ACL ’25) | July 2025 Project
Publication TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang The 63rd Annual Meeting of the Association for Computational Linguistics (ACL ’25) | July 2025 Project
