Welcome to Daling’s Homepage!
I am Daling Shi, a PhD student in Biomedical Informatics at the University of Florida under the supervision of Dr. Yijiang Chen.
I received my master’s degree in Computer Information Systems from Boston University (BU) and bachelor’s degree in Information Systems from Hohai University (HHU). Previously, I worked as a research assistant in the BIT Lab at Boston University under the supervision of Dr. Dokyun Lee. I had also been a research intern in the Computer Application Technology Lab at Hohai University, advised by Dr. Jun Feng.
At UF, I previously worked under the mentorship of Dr. Qianqian Song on projects involving clinical prediction, electronic health records, and real-world clinical data. My research interests include artificial intelligence and machine learning for biomedical and clinical applications, particularly large language models, AI agents, and AI for science. Here are some directions my previous work covered:
PHO-Agents: A Large Language Model Powered Multi-Agent System for Predicting Health Outcomes
A multi-agent AI framework that integrates EHR-based predictive modeling with LLM-driven clinical reasoning to improve patient outcome prediction.
VEGFR-TKIs + PD-1/PD-L1 inhibitors versus VEGFR-TKIs monotherapy in renal cell carcinoma: a target trial emulation
Applied causal inference and real-world data to evaluate treatment effectiveness using a target trial emulation framework.
Multi-Agent LLM Framework Development for Paper Ideation
Developed a multi-agent system using CrewAI to generate new research ideas from literature reviews and keywords.
Data-Driven Analysis of AI/ML Labor Mobility and Heterogeneity
The project explores the labor mobility of AI/ML researchers from academia to industry and examines the heterogeneity among knowledge producers in AI/ML research.
Flood Forecasting of Small and Medium Rivers Based on LSTM
Developed an LSTM-based model to improve rainfall-runoff and flood prediction, by using large-scale spatiotemporal data to improve predictive accuracy.
Media+
A Full-Stack Twitch Search and Recommendation Web Application
AI Chat
A Full-Stack Web-Based Q&A AI Agent for PDF File Queries
SlipNews
A Tinder-like News Android App
StarLover
React based Starlink Trajectory Visualization Dashboard