About Me

I am a final year Ph.D. student in Computer Science at Laney Graduate School, Emory University, advised by Dr. Carl Yang in Emory Graph Mining Lab. I have also been working closely with Dr. Jinho Choi in syntactic parsing, Dr. Yuanzhe Xi in kernel methods (Gaussian processes).
Prior to joining Emory, I was a visiting student at Arizona State University, advised by Dr. Yezhou Yang. Before that, I receieved my bachelor and master degrees from BUPT and worked in industry for several years.

My research interests include AI for healthcare, large language models, knowledge graph, multimodal learning.

Latest News

  • [Oct 2023]: our paper on multimodal learning has been accepted by Findings of EMNLP’23. This is a co-first author paper with Yongchen Qian. Yongchen was a undergrad at Emory and he contributed a lot to this project. It is always my pleasure to work with motivated students.
  • [June 2023]: present my LLM solution for biomedical knowledge fusion in the Doctoral Symposium of Conference on Health, Inference, and Learning’2023 at Cambridge, MA.
  • [May 2023]: start my internship at Google X–Mineral, Mountain View, CA this summer. Please check out our work about building trustworthy multimodal LLMs at arXiv».
  • [Spring 2023]: Several papers get accepted in the warm spring😸 Two of them are my first-author papers– GT-D2G (concept map generation) by IEEE TKDE, and HiPrompt (biomedical knowledge fusion) by SIGIR’23. Others are joint works with my amazing collaborators– closed-book QG with Xiangjue Dong (question generation) by EACL, and Cellcano (cell type identification) with Wenjing Ma by Nature Communications.
  • [Sep 2022]: one paper on “Open-World Taxonomy and KG Co-Learning” has been accepted by AKBC 2022.
  • [Aug 2022]: present my work at OKN @ KDD 2022, Washington DC. Moreover, I’m honored to receive the KDD’22 Student Travel Award.
  • [May 2022]: start my internship at Amazon, Sunnyvale, CA this summer.

Students work with me

  • [2021-2023] Jacob Choi. Undergrad at Emory.
  • [2022-2023] Yongchen Qian. Undergrad at Emory; first position: Master of Software Engineering at CMU.

Publications