CV
Education
- Ph.D in Data Science, City University of Hong Kong, 2023 - Present
- M.S. in Advanced Computer Science, University of Sheffield, 2021 - 2022
- B.Eng in Software Engineering, Xi’an Jiaotong University, 2017 - 2021
Work experience
- August 2024 - Present: Researcher
- Tencent Jarvis Research Center
- Duties includes: Develop model merging methods for multi-task learning and knowledge editing
- Supervisor: Dr. Xian Wu, Prof. Yefeng Zheng
- July 2023 - April 2024: Researcher
- Huawei Noah’s Ark Lab
- Duties included: Leverage LLMs for multi-domain CTR prediction
- Supervisor: Li Xiangyang
Skills
- Programming Languages and Technologies
- Proficient in Java, Python, and C
- Web Development: Java EE, WeChat Mini Program, JavaScript
- Machine Learning and AI
- PyTorch and deep learning frameworks
- Large Language Models (LLMs)
- Natural Language Processing
- Computer Vision
- Transformers and PEFT libraries
- Project Management and Leadership
- Full development cycle experience
- Team Leadership & Organization
- Requirements analysis and design
- Student Union management experience
Publications
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
Yuhao Wang, Yichao Wang, Zichuan Fu, Xiangyang Li, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Huifeng Guo, and Ruiming Tang. 2024. LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24). Association for Computing Machinery, New York, NY, USA, 2472–2481. https://doi.org/10.1145/3627673.3679743
A Unified Framework for Multi-Domain CTR Prediction via Large Language Models
Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, and Ruiming Tang. 2024. A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. ACM Trans. Inf. Syst. Just Accepted (October 2024). https://doi.org/10.1145/3698878
Paper Title Number 3
Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Paper Title Number 2
Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Conference Reviewer: AAAI, KDD, ICDM, NeurIPS, WWW, RecSys, ACMMM
- Journal Reviewer: TKDE, TKDD