Curriculum Vitae
Hometown
Weihai City, Shandong Province, China
Education
2021.9-till now: Ph.D., School of Artificial Intelligence & Data Science, University of Science and Technology of China (majoring in Data Science (Computer Science and Technology), transferred from M.Eng. of Computer Technology with a successive postgraduate-doctoral program in Sep. 2023)
2017.9-2021.6: B.S., School of Mathematical Sciences, University of Science and Technology of China (majoring in Probablilty & Statistics)
Skills & Characteristics
- Natural Language: 中文(母语), English(Fluent, TOEFL:102), 日本語(基本的な)
- Computer Language: Python, Matlab, C++, R, Mathematica
- MBTI: ENFJ/ESFJ
Publications
Yuanhao Pu, Xiaolong Chen, Xu Huang, Jin Chen, Defu Lian*, Enhong Chen. Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation. The 41st International Conference on Machine Learning (ICML 2024), accepted, Vienna, Jul 2024..
Yuanhao Pu, Rui Fan, Jin Chen, Zhihao Zhu, Defu Lian*, Enhong Chen. Automated Sparse and Low-Rank Shallow Autoencoders for Recommendation. ACM Transactions on Recommender Systems (TORS), accepted, 2024.'
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Defu Lian, Enhong Chen. When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities. World Wide Web (WWWJ), accepted, 2024
Ruimeng Li, Yuanhao Pu, Zhaoyi Li, Hong Xie*, Defu Lian*. Invariant Representation Learning via Decoupling Style and Spurious Features. arXiv preprint arXiv:2312.06226.
Rui Fan, Yuanhao Pu, Jin Chen, Zhihao Zhu, Defu Lian* and Enhong Chen. AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation. The 32nd Web Conference (WWW 2023), pp. 1032-1042, Apr. 2023.
Awards
USTC Academic Scholarship, 2021.09, 2022.09, 2023.09
USTC Excellent Student Prize, 2021.01