
Patrick Jiang
Computer Science Ph.D. Student @ UIUC
Hello! This is Patrick.
I am privileged to be advised by Prof. Jiawei Han and Prof. Jimeng Sun for text mining related research and AI4Health related research, respectively.
Before UIUC, I earned my B.E. in CS from Waseda University in Tokyo, Japan, where I was fortunate to be advised by Prof. Kenji Tei and Prof. Shinichi Honiden.
My current research interests include:
- Knowledge Discovery:
- Information Retrieval; Knowledge Graph Mining
- Knowledge-Enhanced ML Applications:
- Retrieval-Augmented Generation; Knowledge-Powered AI4Health Applications
Publications (2022.9 - present)
- NAACL’24
- NAACL’24GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language ModelsIn Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Industry Experience
Pre-PhD Industry Experience
Software & Models
PyHealth - A Deep Learning Toolkit for Healthcare
Main Developers: Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Benjamin Danek
TxBKG - Convert Any PDFs into Highly Interactive Knowledge Graphs!
Developer: Patrick Jiang
Text2Graph-LLM: Specialized LLMs for Converting Text to Graphs
Developer: Patrick Jiang
DeepRetrieval: Hacking Real Search Engines and Retrievers with LLMs via RL
Developer: Patrick Jiang, Jiacheng Lin, Lang Cao