Xiang Li

Joined

March 2017

Names

Xiang Li (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@uwo.ca (Confirmed)

Personal Links

Career & Education History

PhD student

University of Western Ontario (uwo.ca)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

2013 – 2017

Expertise

No areas of expertise listed

Publications

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles Ling
- NeurIPS 2023 poster
- Readers: Everyone
Kernel Path for ν-Support Vector Classification
Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng
- 2023 (modified: 25 Apr 2023)
- IEEE Trans. Neural Networks Learn. Syst. 2023
- Readers: Everyone
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization
Zhou Zhai, Xiang Li, Heng Huang, Bin Gu
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients
Zhiyuan Dang, Xiang Li, Bin Gu, Cheng Deng, Heng Huang
- 2022 (modified: 17 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
Towards Fairer Classifier via True Fairness Score Path
Bin Gu, Zhou Zhai, Xiang Li, Heng Huang
- 2022 (modified: 25 Apr 2023)
- CIKM 2022
- Readers: Everyone
Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification
Wanli Shi, Bin Gu, Xiang Li, Cheng Deng, Heng Huang
- 2021 (modified: 17 Apr 2023)
- Mach. Learn. 2021
- Readers: Everyone
Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients
Bin Gu, Xiang Geng, Xiang Li, Wanli Shi, Guansheng Zheng, Cheng Deng, Heng Huang
- 2021 (modified: 17 Apr 2023)
- IEEE Trans. Neural Networks Learn. Syst. 2021
- Readers: Everyone
Finding Age Path of Self-Paced Learning
Bin Gu, Zhou Zhai, Xiang Li, Heng Huang
- 2021 (modified: 25 Apr 2023)
- ICDM 2021
- Readers: Everyone
Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data
Bin Gu, Zhiyuan Dang, Xiang Li, Heng Huang
- 2020 (modified: 25 Apr 2023)
- KDD 2020
- Readers: Everyone
Safe Sample Screening for Robust Support Vector Machine
Zhou Zhai, Bin Gu, Xiang Li, Heng Huang
- 2020 (modified: 25 Apr 2023)
- AAAI 2020
- Readers: Everyone

View all 39 publications

Co-Authors

View all 29 co-authors