Biography

He is an assistant professor in the Department of Data Science, New Jersey Institute of Technology (NJIT), with a joint appointment in the Department of Computer Science. Before that, he earned the Ph.D. in Computer Science from Texas A&M University, under the supervision of Dr. Xia Hu. He has previously worked with leading tech companies including Microsoft Research, Adobe Research, Intel, and Baidu Research. Currently, he lead the Trustworthy Machine Learning Research Lab (TMLR lab). He serves as a Senior Area Chair for EMNLP, and as an Area Chair for NeurIPS, ICML, ACL, and AISTATS. He also serves as the Associate Editor for Applied AI Letters.

His research interests lie within the domain of trustworthy machine learning, with a particular emphasis on the intersection of trustworthy machine learning with large language models (LLMs), particularly explainability of LLMs. His recent efforts in trustworthy LLMs can be found here. He is also increasingly interested in exploring the application of LLMs to real-world domains such as law, finance, and bioinformatics. The ultimate goal of his research is to improve the usefulness and trustworthiness of LLMs in practical and impactful applications.

I am actively seeking motivated PhD students and interns. If you are interested in working with me, please feel free to email me. Please check here for more details.

News

05/2025: We will oraganize COLM 2025 workshop on LLM Explainability
05/2025: Two papers accepted by ICML 2025
04/2025: Invited to serve as EMNLP 2025 Senior Area Chair
04/2025: Invited to serve as NeurIPS 2025 Area Chair
03/2025: One paper accepted by Cell Patterns
02/2025: One paper accepted by CVPR 2025
02/2025: One paper accepted by SIGKDD Explorations
02/2025: Invited to serve as Area Chair for ACL Rolling Review
02/2025: Invited to serve as Associate Editor for Applied AI Letters
01/2025: Two papers accepted by ICLR 2025
01/2025: One paper accepted by NAACL Findings 2025
12/2024: One paper accepted by AAAI 2025 (Social Impact Track)
12/2024: Invited to serve as ICML 2025 Area Chair
11/2024: Invited to serve as a Senior Program Committee Member for IJCAI-25
11/2024: One paper accepted by AAAI-25 Student Abstract
10/2024: Two papers accepted by IEEE BigData 2024
10/2024: Invited to serve as AISTATS 2025 Area Chair
10/2024: Invited to serve as MIDL 2025 Area Chair
09/2024: One paper accepted by EMNLP 2024
08/2024: One paper accepted by IEEE TSC
07/2024: Papers accepted by COLM, CIKM and TKDD
06/2024: Grateful to receive the Cisco Research Award
05/2024: Two papers accepted by ACL Findings 2024
05/2024: Grateful to receive Outstanding Achievement in Research Award of NJIT Ying Wu College of Computing
05/2024: One paper accepted by ICML 2024
04/2024: Grateful to receive NJIT Faculty Seed Grant Award
03/2024: One paper accepted by NAACL Findings 2024
02/2024: Two papers accepted by COLING 2024
02/2024: Check preprint about our position on LLM explainability
01/2024: Papers accepted by TPAMI, TAI and ICLR
11/2023: Our survey paper on LLM Explainability gets accepted by ACM TIST
11/2023: Invited to serve as a Senior Program Committee Member for IJCAI-24
11/2023: One workshop proposal gets accepted by WWW 2024
09/2023: One paper accepted by NeurIPS 2023
09/2023: One paper accepted by NeurIPS 2023 Datasets & Benchmarks track
09/2023: Our workshop proposal on “Responsible Language Models” has been accepted by AAAI 2024
08/2023: Grateful to receive an NSF III medium grant as NJIT PI
08/2023: Two papers accepted by CIKM 2023
07/2023: Invited to be a reviewer for Nature Communications
07/2023: One paper accepted by ECAI 2023
06/2023: Two papers accepted by ECML-PKDD 2023
05/2023: One paper on shortcut learning of large language models (LLMs) gets accepted by Communications of the ACM
05/2023: One paper on LLMs fairness accepted by ACL 2023
04/2023: Grateful to receive one NJIT Faculty Seed Grant Award
04/2023: One paper accepted by ICML 2023
04/2023: One paper accepted by IJCAI 2023
03/2023: Serving as Editorial Board Member of Journal of Information Analysis
01/2023: One paper on LLMs robustness accepted by EACL 2023
10/2022: Invited to serve on the Senior program committee at IJCAI 2023
10/2022: Invited to the TWEB Distinguished Reviewer Board
09/2022: Hosted MLNLP seminar on Trustworthy AI
08/2022: Invited to be a reviewer for Nature Machine Intelligence
05/2022: Invited to give a talk on GNN explainability at DataFun on June 25
05/2022: One paper accepted by KDD 2022
05/2022: One paper accepted by ICML 2022
01/2022: One paper accepted by ICLR 2022