Xinyi Tong

Joined

May 2021

Names

Xinyi Tong (Preferred)

Emails

****@gmail.com (Confirmed)

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

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

2018 – 2023

Undergrad student

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

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Shao-Lun Huang

2018 – 2023

Expertise

machine learning theory

information theory

2018 – 2023

Publications

CodeSwap: Symmetrically Face Swapping Based on Prior Codebook
Xiangyang Luo, Xin Zhang, Yifan Xie, Xinyi Tong, Weijiang Yu, Heng Chang, Fei Ma, Fei Yu
- MM2024 Poster
- Readers: Everyone
Personalized Federated Learning with Feature Alignment and Classifier Collaboration
Jian Xu, Xinyi Tong, Shao-Lun Huang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone
Robust Transfer Learning Based on Minimax Principle
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication
Xinyi Tong, Jian Xu, Shao-Lun Huang
- 2022 (modified: 18 Apr 2023)
- ITW 2022
- Readers: Everyone
On Sample Complexity of Learning Shared Representations: The Asymptotic Regime
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang
- 2022 (modified: 18 Apr 2023)
- Allerton 2022
- Readers: Everyone
Multi-source Transfer Learning for Signal Detection over a Fading Channel with Co-channel Interference
Ziyan Zheng, Xinyi Tong, Xinchun Yu, Xiangxiang Xu, Shao-Lun Huang
- 2022 (modified: 18 Apr 2023)
- ICC 2022
- Readers: Everyone
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication
Xinyi Tong, Jian Xu, Shao-Lun Huang
- 2022 (modified: 18 Apr 2023)
- CoRR 2022
- Readers: Everyone
Communication-Efficient and Byzantine-Robust Distributed Stochastic Learning with Arbitrary Number of Corrupted Workers
Jian Xu, Xinyi Tong, Shao-Lun Huang
- 2022 (modified: 18 Apr 2023)
- ICC 2022
- Readers: Everyone
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

View all 11 publications

Xinyi Tong

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors