About
I am a fourth year Ph.D. candidate at the University of Georgia, now working with Prof. Ninghao Liu. I obtained my bachelor’s degree in statistics from the School of Statistics and Information at Shanghai University of International Business and Economics (SUIBE), where I worked with Prof. Chengcheng Hao and Prof. Liangliang Liu.
I am currently looking for a Research Scientist position starting in the latter half of 2025.
Research Interests
Natural Language Processing: interpretability, evaluation, in-context learning, and human alignment.
Data Mining: recommender systems, knowledge graphs, and multi-modals modeling.
News
- Apr, 2024: One paper is accepted by ACL 2024!
- Apr, 2024: Invited talk in the School of Computing at the University of Georgia!
- Apr, 2024: One paper is accepted by TIST!
- Mar, 2024: One paper is accepted by NAACL 2024!
- Jan, 2024: One paper is accepted by WWW 2024!
- Sep, 2023: One paper is accepted by NIPS 2023!
- Apr, 2023: One paper is accepted by AIED 2023!
- Jan, 2022: I joined the Data Lab at UGA (DLGA) as a research assistant!
Recent Pre-Prints
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era
Xuansheng Wu*, Haiyan Zhao*, Yaochen Zhu*, Yucheng Shi*, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu
[Paper] [Code]
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges
Xuansheng Wu, Kaixiong Zhou, Mingchen Sun, Xin Wang, and Ninghao Liu
[Paper]
Artificial General Intelligence (AGI) for Education
Ehsan Latif, Gengchen Mai, Matthew Nyaaba, Xuansheng Wu, Ninghao Liu, Guoyu Lu, Sheng Li, Tianming Liu, and Xiaoming Zhai
[Paper]
Publications
Projects
DaPy: an easy-to-use data analysis framework for humans.
Xuansheng Wu, and Feichi Yang.
[Website]
Distributed Archery Events Management System.
Xuansheng Wu, Feichi Yang, and Jingjing Guo.
[Website]
Working Experiments
- Jun 2024 - Aug 2024, Research Intern, Samsung American
- May 2023 - Aug 2023, Research Intern, Tencent AI Lab
- Sep 2020 - Apr 2021, Research & Development Intern, Baidu NLP
- Jan 2019 - Jun 2019, Research & Development Intern, OneConnect Financial Technology
- Jan 2018 - Feb 2018, Data Analyst Intern, Shanghai Ronghao Investment
Awards
- 2024 Travel Award from National Science Foundation
- 2023 Travel Award from University of Georgia
- 2021 Tencent Advertising Algorithm Competition - Top 2%
- 2020 Shanghai Aijian Scholarship - Top 1%
- 2019 Research Pioneer Award of SUIBE - Top 1%
- 2019 2nd Prize of China Programming Contest for College Students - Top 5%
Services
- Journal Reviewer: TNNLS, TKDE, & TOIS.
- Conference Reviewer: EMNLP 2024, CIKM 2024, FM-Wild Workshop in ICML 2024, & R2-FM Workshop in ICLR 2024.
Teaching
- 2022 Spring: Teaching Assistant of CSCI4380/6380 Data Mining, University of Georgia.
More about me!
I enjoy sports and traveling with my family and girlfriend. Here are a few of my favorite activities:
- Archery: I can shoot at least 6 points for 70-meter targets (Olympic Standard).
- Running: I can run 10KM at pace of 5'40''/KM. I am actively training for my first half-marathon this fall.
- Basketball: I used to play basketball during high school and undergraduate studies.