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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

Publication

RIB: Robust Learning-based Index Benefit Estimation

Sifan Chen, Chenning Wu, Yinan Jing, Wentao Wu, Zhenying He, Kai Zhang, X. Sean Wang

Proceedings of the ACM on Management of Data (SIGMOD 2026) | April 2026, Vol 4(1)

Publication

GUIDE: Reinforcement Learning for Behavioral Action Support in Type 1 Diabetes

Saman Khamesian, Srilekha Balaji, D. Shi, S. M. Carpenter, Daniel E. Rivera, W. B. Knox, Peter Stone, Hassan Ghasemzadeh

April 2026

arXiv | April 2026

Publication

Computer-Using World Model

Yiming Guan, Rui Yu, John Zhang, Lu Wang, Chaoyun Zhang, Liqun Li, Bo Qiao, Si Qin, He Huang, Fangkai Yang, Pu Zhao, Lukas Wutschitz, Samuel Kessler, Huseyin Atahan Inan, Robert Sim, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

ICLR’26 Workshop on World Models | April 2026

Project

Publication

Predicting Neuromodulation Outcome for Parkinson’s Disease with Generative Virtual Brain Model

Siyuan Du, Siyi Li, Shuwei Bai, Ang Li, Haolin Li, Mingqing Xiao, Yang Pan, Dongsheng Li, Weidi Xie, Yanfeng Wang, Ya Zhang, Chencheng Zhang, Jiangchao Yao

March 2026

arXiv | March 2026

Publication

DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization

H. An, Sihyun Kim, Chaerim Lim, Hyunjoong Kim, Rathijit Sen, Sangmin Jung, Hye Yoon Lee, Dongwook Kim, Takki Yu, Jinkyu Jeong, Youngsok Kim, Kwanghyun Park

March 2026

arXiv | March 2026

Career Opportunity

Principal Data Scientist – Industry Solutions Delivery (ISD) Engineering & Architecture Group

Posted: March 19, 2026

Location: Redmond, WA, US; Remote (US)

Research Area(s): Data platforms and analytics

The Industry Solutions Delivery (ISD) Engineering & Architecture Group (EAG) is a global consulting and engineering organization that supports Microsoft’s most complex and leading-edge customer engagements. As a Principal Data Scientist you will combine technical…

Tool

Chartifact

Declarative, interactive data documents Chartifact is a low-code document format for creating interactive, data-driven pages such as reports, dashboards, and presentations. It travels like a document and works like a mini app. Designed for use…

GitHub

Publication

Position: Science of AI Evaluation Requires Item-level Benchmark Data

Hang Jiang, Susu Zhang, Xiaoyuan Yi, Xing Xie, Ziang Xiao

February 2026

arXiv | February 2026

Career Opportunity

Principal Data Scientist

Posted: February 9, 2026

Location: Remote (US)

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

As a Principal Data Scientist, you will own end-to-end delivery of strategic data science projects and partner with customers and internal teams to design and implement advanced analytics and AI solutions that create measurable business…

Publication

Welfarist Formulations for Diverse Similarity Search

Siddharth Barman, Nirjhar Das, Shivam Gupta, Kiran Shiragur

ICLR 2026 | February 2026

Project

Data platforms and analytics

Highlights