Zeang Sheng

PhD student, School of Computer Science, Peking University

Joined

May 2021

Names

Zeang Sheng (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

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

2022 – Present

Undergrad student

School of EE & CS, Peking University (pku.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Bin Cui

2022 – Present

Expertise

Graph Neural Network

2021 – Present

Publications

Towards Scalable and Deep Graph Neural Networks via Noise Masking
Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Quanqing Xu, Jiawei Jiang, Yunhai Tong, Bin Cui
- AAAI 2025
- Readers: Everyone
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine
Zeang Sheng, Wentao Zhang, Yangyu Tao, Bin Cui
- Proc. VLDB Endow. 2024
- Readers: Everyone
HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Jiawei Jiang, Yunhai Tong, Bin Cui
- ICDE 2024
- Readers: Everyone
Acceleration Algorithms in GNNs: A Survey
Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Wentao Zhang, Bin Cui
- CoRR 2024
- Readers: Everyone
HGAMLP: A Scalable Training Framework for Heterogeneous Graph Learning
Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Jiawei Jiang, Yunhai Tong, Bin CUI
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Graph-Enforced Neural Network for Attributed Graph Clustering
Zeang Sheng, Wentao Zhang, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
- APWeb-WAIM (1) 2023
- Readers: Everyone
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning
Wentao Zhang, Zeang Sheng, Mingyu Yang, Yang Li, Yu Shen, Zhi Yang, Bin Cui
- 2022 (modified: 16 Nov 2022)
- ICML 2022
- Readers: Everyone
Graph Attention Multi-Layer Perceptron
Wentao Zhang, Ziqi Yin, Zeang Sheng, Yang Li, Wen Ouyang, Xiaosen Li, Yangyu Tao, Zhi Yang, Bin Cui
- 2022 (modified: 16 Nov 2022)
- KDD 2022
- Readers: Everyone
Model Degradation Hinders Deep Graph Neural Networks
Wentao Zhang, Zeang Sheng, Ziqi Yin, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui
- 2022 (modified: 16 Nov 2022)
- KDD 2022
- Readers: Everyone
Evaluating Deep Graph Neural Networks
Wentao Zhang, Zeang Sheng, Jiang Yuezihan, Yikuan Xia, Jun Gao, Zhi Yang, Bin CUI
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone

View all 16 publications

Co-Authors

View all 27 co-authors