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Date de publication

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

Projet

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

Projet

Publication

Neural Mutual Information Estimation with Vector Copulas

Yanzhi Chen, Zijing Ou, Adrian Weller, Michael Gutmann

NeurIPS 2025 | September 2025

Outil

SciStanPy

Welcome to SciStanPy, a Python framework that makes Bayesian statistical modeling accessible to scientists and researchers.

GitHub 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

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

Projet

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

Projet Projet

Baladodiffusion

How AI will accelerate biomedical research and discovery

July 10, 2025

Daphne Koller, Noubar Afeyan, and Dr. Eric Topol, leaders in AI-driven medicine, discuss how AI is changing biomedical research and discovery, from accelerating drug target identification and biotech R&D to helping pursue the “holy grail”…