Thinking in DAGs: How Humans and Agents Collaborate in Data Science
Chen Li As LLM agents increasingly participate in data science, a critical question emerges: what abstraction best supports humans…
Category: Blog
Demonstration of BobFlow: Human-Agent Collaboration Using Dataflows on Data Science Tasks
Bai, Jiadong; Huang, Yicong; Li, Chen VLDB (Demo track), 2026. Recent advances in large language models (LLMs) have made…
DS4ALL 2026 summer program for high-school students
The fourth Data Science for All (DS4ALL) summer program wrapped up at UC Irvine, bringing high-school students on campus for a…
dkNet-AI · Apache Texera Agent Hackathon
dkNET-AI · Apache Texera Agent Hackathon May 14–18, 2026 · UC Irvine We are thrilled to celebrate the successful…
Click, Share, Learn: Teaching Data Science Using Apache Texera
Asad, Sarah; Liu, Xiaozhen; Park, Kun Woo; Lin, Xinyuan; Bai, Jiadong; Ni, Shengquan; Huang, Yicong; Li, Chen Click, Share,…
El Camino Workshop: Data Science For Everyone
El Camino Workshop: Data Science For Everyone 11/7/25-11/9/25: A three-day no-code/low-code data science workshop instructed by El Camino College…
How Californians Tweet about Extreme Heat Events on Social Media: A Health Equity Perspective
Sriperumbudur, Gomathi B.; Fan, Yihang; Liu, Xiaozhen; Ma, Mingyu Derek; Wang, Wei; Li, Chen; Hopfer, Suellen How Californians Tweet…
Bundled for Success: A WfBench-Driven Assessment of Texera
Wang, Meng; Jahangiri, Shiva; Maheshwari, Ketan; Li, Chen Bundled for Success: A WfBench-Driven Assessment of Texera 1st Workshop on…
UDF-Centric Dataflow Systems for Supporting User-Defined Functions in Collaborative Data Science, AI, and ML
Huang, Yicong UDF-Centric Dataflow Systems for Supporting User-Defined Functions in Collaborative Data Science, AI, and ML (PhD Thesis) 2025.…
Data Science for Middle School Students
Data Science for Middle School Students 7/21/2025: we taught 32 middle school students data science, AI, and ML using…