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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Career Opportunity

Principal Researcher – Data Systems – Microsoft Research

Posted: October 10, 2025

Location: Redmond, WA, US

Research Area(s): Artificial intelligence, Data platforms and analytics, Systems and networking

We seek a Principal Researcher with expertise in query execution, data storage, resource management for serverless cloud platforms, data discovery, and data preparation techniques. Candidates with experience in leveraging novel hardware, Artificial Intelligence (AI), and…

Career Opportunity

Senior Researcher – Data Systems – Microsoft Research

Posted: October 2, 2025

Location: Redmond, WA, US

Research Area(s): Artificial intelligence, Data platforms and analytics

We seek a Senior Researcher with the Data Systems Group at Microsoft Research with expertise in query execution, data storage, resource management for serverless cloud platforms, data discovery, and data preparation techniques. Candidates with experience…

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

Dataset Source Code

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

Data platforms and analytics

Highlights