Tao Qi

Full Professor, Beijing University of Posts and Telecommunications

Joined

May 2021

Names

Tao Qi (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2024 – Present

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2020 – 2024

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Yongfeng Huang

2018 – 2025

Expertise

Recommender System

2019 – 2024

NLP

2019 – 2024

Federated Learning

2019 – 2024

Publications

Multi-agent Imitates Enterprise Dynamics
Xuancheng Zhu, Guoshun Nan, Yang Yue, Shuaibing Wan, Zihan Dou, Xiaohan Zhang, Liu Yongrui, Tao Qi, Xinchen Lyu, Jingfeng Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
Jinhua Yin, Peiru Yang, Chen Yang, Huili Wang, Zhiyang Hu, Shangguang Wang, Yongfeng Huang, Tao Qi
- NeurIPS 2025 poster
- Readers: Everyone
Differentially private knowledge transfer for federated learning
Tao Qi, Fangzhao Wu, Chuhan Wu, Liang He, Yongfeng Huang, Xing Xie
- Nature Communications
- Readers: Everyone
Robust Quantity-Aware Aggregation for Federated Learning
Jingwei Yi, Fangzhao Wu, Huishuai Zhang, Bin Benjamin Zhu, Tao Qi, Guangzhong Sun, Xing Xie
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
Tao Qi, Fangzhao Wu, Chuhan Wu, Lingjuan Lyu, Tong Xu, Hao Liao, Zhongliang Yang, Yongfeng Huang, Xing Xie
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Empowering News Recommendation with Pre-trained Language Models
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
- 2021 (modified: 16 Nov 2021)
- SIGIR 2021
- Readers: Everyone
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
- 2021 (modified: 16 Nov 2021)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
- 2021 (modified: 16 Nov 2021)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Personalized News Recommendation with Knowledge-aware Interactive Matching
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
- 2021 (modified: 16 Nov 2021)
- SIGIR 2021
- Readers: Everyone
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie
- 2021 (modified: 16 Nov 2021)
- EMNLP (Findings) 2021
- Readers: Everyone

View all 21 publications

Co-Authors

View all 41 co-authors