Xiaoli Tang

Research Fellow, Nanyang Technological University

Joined

September 2023

Names

Xiaoli Tang (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Fellow

Nanyang Technological University (ntu.edu.sg)

2026 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Han Yu

2021 – 2025

Expertise

Federated learning

Present

Game theory

Present

Auction

Present

Recommendation

Present

Publications

Information Bottleneck-inspired Efficient and Explainable Federated Active Learning
Ying-Peng Tang, Chao Ren, Xiaoli Tang, Zhuang Qi, Zengxiang Li, Han Yu, Xiaoxiao Li
- Submitted to ICLR 2026
- Readers: Everyone
Federated Data and Feature Selection by Generalized CUR Decomposition
Ying-Peng Tang, Zhuang Qi, Xiaoli Tang, Sheng-Jun Huang, Han Yu
- Submitted to ICLR 2026
- Readers: Everyone
A Cost-Aware Utility-Maximizing Bidding Strategy for Auction-Based Federated Learning
Xiaoli Tang, Han Yu
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Ten Challenging Problems in Federated Foundation Models
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu et al. (13 additional authors not shown)
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning
Xiaoli Tang, Han Yu
- ACM Comput. Surv. 2025
- Readers: Everyone
A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
Xiaoli Tang, Han Yu, Xiaoxiao Li
- NeurIPS 2025 poster
- Readers: Everyone
Fairness-Aware Reverse Auction-Based Federated Learning
Xiaoli Tang, Han Yu
- IEEE Internet Things J. 2025
- Readers: Everyone
Efficient Heterogeneity-Aware Federated Active Data Selection
Ying-Peng Tang, Chao Ren, Xiaoli Tang, Sheng-Jun Huang, Lizhen Cui, Han Yu
- ICML 2025 poster
- Readers: Everyone
Multi-Session Budget Optimization for Forward Auction-based Federated Learning
Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li
- ICML 2025 poster
- Readers: Everyone

View all 35 publications

Co-Authors

View all 71 co-authors