Xiaohong Guan

Full Professor, Xi'an Jiaotong University

Joined

May 2023

Names

Xiaohong Guan (Preferred)

Emails

****@mail.xjtu.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Xi'an Jiaotong University (xjtu.edu.cn)

Present

Advisors, Relations & Conflicts

Coauthor

Present

Coauthor

Present

Expertise

network analysis

Present

control system

Present

Publications

Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
Hongbin Pei, Jingxin Hai, Yu Li, Huiqi Deng, Denghao Ma, Jie Ma, Pinghui Wang, Jing Tao, Xiaohong Guan
- ICML 2025 poster
- Readers: Everyone
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
Hongbin Pei, Yu Li, Huiqi Deng, Jingxin Hai, Pinghui Wang, Jie Ma, Jing Tao, Yuheng Xiong, Xiaohong Guan
- ICML 2024 Spotlight
- Readers: Everyone
SMUG: Sand Mixing for Unobserved Class Detection in Graph Few-Shot Learning
Chenxu Wang, Xichan Nie, Jinfeng Chen, Pinghui Wang, Junzhou Zhao, Xiaohong Guan
- TheWebConf24 Oral
- Readers: Everyone
Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning
Hongbin Pei, Yuheng Xiong, Pinghui Wang, Jing Tao, Jialun Liu, Huiqi Deng, Jie Ma, Xiaohong Guan
- TheWebConf24
- Readers: Everyone

Co-Authors