Zheng Fang

Joined

May 2022

Names

Zheng Fang (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Computer Science, Peking University (pku.edu)

2023 – 2024

PhD student

Computer Science, Peking University (pku.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Guojie Song

2018 – 2023

Expertise

graph neural networks

2019 – Present

spatial temporal data mining

2018 – Present

traffic flow prediction

2018 – Present

Publications

A Comprehensive Survey on Deep Graph Representation Learning
Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, Qingqing Long, Ziyue Qiao, Yifang Qin, Jianhao Shen, Fang Sun, Zhiping Xiao, Junwei Yang, Jingyang Yuan, Yusheng Zhao, Yifan Wang, Xiao Luo, Ming Zhang
- Neural Networks 2024
- Readers: Everyone
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations
Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou
- CoRR 2024
- Readers: Everyone
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective
Yuchen Yan, Peiyan Zhang, Zheng Fang, Qingqing Long
- WWW 2024
- Readers: Everyone
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations
QingqingLong, Zheng Fang, Chen Fang, Chong Chen, pengfei wang, Yuanchun Zhou
- TheWebConf24 Oral
- Readers: Everyone
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective.
Yuchen Yan, Peiyan Zhang, Zheng Fang, QingqingLong
- TheWebConf24 Oral
- Readers: Everyone
A Comprehensive Survey on Deep Graph Representation Learning
Wei Ju, Zheng Fang, Yiyang Gu, Zequn Liu, Qingqing Long, Ziyue Qiao, Yifang Qin, Jianhao Shen, Fang Sun, Zhiping Xiao, Junwei Yang, Jingyang Yuan, Yusheng Zhao, Xiao Luo, Ming Zhang
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- CoRR 2023
- Readers: Everyone
Polarized Graph Neural Networks
Zheng Fang, Lingjun Xu, Guojie Song, Qingqing Long, Yingxue Zhang
- 2022 (modified: 06 Feb 2023)
- WWW 2022
- Readers: Everyone
Invariant Factor Graph Neural Networks
Zheng Fang, Ziyun Zhang, Guojie Song, Yingxue Zhang, Dong Li, Jianye Hao, Xi Wang
- 2022 (modified: 06 Feb 2023)
- ICDM 2022
- Readers: Everyone

View all 14 publications

Co-Authors

View all 36 co-authors