Peng Zhang

Full Professor, Cyberspace Institute of Advanced Technology, Guangzhou University

Joined

August 2018

Names

Peng Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Full Professor

Cyberspace Institute of Advanced Technology, Guangzhou University (gzhu.edu.cn)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Models

2023 – 2025

Automated Machine Learning

2019 – 2025

Neural architecture search

2019 – 2025

Graph neural networks

2015 – 2025

Publications

Generative Causality-Driven Network for Graph Multi-Task Learning
Xixun Lin, Qing Yu, Yanan Cao, Lixin Zou, Chuan Zhou, Jia Wu, Chenliang Li, Peng Zhang, Shirui Pan
- IEEE Trans. Pattern Anal. Mach. Intell. 2026
- Readers: Everyone
Hubness Reduction with Dual Bank Sinkhorn Normalization for Cross-Modal Retrieval
Zhengxin Pan, Haishuai Wang, Fangyu Wu, Peng Zhang, Jiajun Bu
- CoRR 2025
- Readers: Everyone
FedMTPP: Federated Multivariate Temporal Point Processes for Distributed Event Sequence Forecasting
Houxin Gong, Haishuai Wang, Peng Zhang, Sheng Zhou, Hongyang Chen, Jiajun Bu
- IEEE Trans. Mob. Comput. 2025
- Readers: Everyone
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search
Yang Gao, Hong Yang, Yizhi Chen, Junxian Wu, Peng Zhang, Haishuai Wang
- CoRR 2025
- Readers: Everyone
Building Robust and Trustworthy HGNN Models: A Learnable Threshold Approach for Node Classification
Li Ma, Yongchao Liu, Xiaofeng Gao, Peng Zhang, Chuntao Hong
- ACM Trans. Knowl. Discov. Data 2025
- Readers: Everyone
Conformal Anomaly Detection in Event Sequences
Shuai Zhang, Chuan Zhou, Yang Liu, Peng Zhang, Xixun Lin, Shirui Pan
- ICML 2025 poster
- Readers: Everyone
IBPL: Information Bottleneck-based Prompt Learning for graph out-of-distribution detection
Yanan Cao, Fengzhao Shi, Qing Yu, Xixun Lin, Chuan Zhou, Lixin Zou, Peng Zhang, Zhao Li, Dawei Yin
- Neural Networks 2025
- Readers: Everyone
Conformal Graph-level Out-of-distribution Detection with Adaptive Data Augmentation
Xixun Lin, Yanan Cao, Nan Sun, Lixin Zou, Chuan Zhou, Peng Zhang, Shuai Zhang, Ge Zhang, Jia Wu
- WWW 2025
- Readers: Everyone
Spatial-angular enhanced network for light-field image super-resolution with geometry-assisted upsampling
Deyang Liu, Shizheng Li, Yiren Chen, Peng Zhang, Xiaofei Zhou, Hainie Zha
- J. Electronic Imaging 2025
- Readers: Everyone
Automated graph anomaly detection with large language models
Jiaqi Yu, Yang Gao, Hong Yang, Zhihong Tian, Peng Zhang, Xingquan Zhu
- Knowl. Based Syst. 2025
- Readers: Everyone

View all 222 publications

Co-Authors

View all 299 co-authors