Xuan Guo

Postdoc, School of Arificial Intelligence, Tianjin University

Joined

May 2023

Names

Xuan Guo (Preferred)

Emails

****@tju.edu.cn (Confirmed)

Personal Links

Career & Education History

Postdoc

School of Arificial Intelligence, Tianjin University (tju.edu.cn)

2025 – Present

PhD student

COLLEGE OF INTELLIGENCE AND COMPUTING, Tianjin University (tju.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

TGFormer: Towards temporal graph transformer with auto-correlation mechanism
Hongjiang Chen, Pengfei Jiao, Ming Du, Xuan Guo, Zhidong Zhao, Di Jin, Xiao Liu
- Pattern Recognit. 2026
- Readers: Everyone
FRONTIER-RevRec: A Large-scale Dataset for Reviewer Recommendation
Qiyao Peng, Chen Wang, Yinghui Wang, Hongtao Liu, Xuan Guo, Wenjun Wang
- CoRR 2025
- Readers: Everyone
HGMP:Heterogeneous Graph Multi-Task Prompt Learning
Pengfei Jiao, Jialong Ni, Di Jin, Xuan Guo, Huan Liu, Hongjiang Chen, Yanxian Bi
- CoRR 2025
- Readers: Everyone
Towards Robust Heterogeneous Graph Explanations under Structural Perturbations
Yifan Lu, Pengfei Jiao, Xuan Guo, Ziyun Zou, Yiwei Wang, Mengzhou Gao, Huaming Wu
- Submitted to NeurIPS 2025
- Readers: Everyone
Learning Node Representations via Sketching the Generative Process With Events Benefits Link Prediction on Heterogeneous Networks
Xuan Guo, Pengfei Jiao, Danyang Shi, Jie Li, Jinpeng Wang
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
Pengfei Jiao, Hongjiang Chen, Xuan Guo, Zhidong Zhao, Dongxiao He, Di Jin
- CoRR 2025
- Readers: Everyone
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction
Jiale Fu, Xuan Guo, Jinlin Hou, Wei Yu, Hongjin Shi, Yanxia Zhao
- Knowl. Inf. Syst. 2025
- Readers: Everyone

View all 45 publications

Co-Authors

View all 54 co-authors