ROD: Reception-aware Online Distillation for Sparse Graphs. - Wentao Zhang 001; Yuezihan Jiang; Yang Li 106; Zeang Sheng; Yu Shen 003; Xupeng Miao; Liang Wang 001; Zhi Yang 001; Bin Cui 001 (KDD, 2021)

Node Dependent Local Smoothing for Scalable Graph Learning. - Wentao Zhang 001; Mingyu Yang; Zeang Sheng; Yang Li 106; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (NeurIPS, 2021)

Evaluating Deep Graph Neural Networks. - Wentao Zhang 001; Zeang Sheng; Yuezihan Jiang; Yikuan Xia; Jun Gao 003; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

Graph Attention Multi-Layer Perceptron. - Wentao Zhang 001; Ziqi Yin; Zeang Sheng; Wen Ouyang; Xiaosen Li; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning. - Wentao Zhang 001; Zeang Sheng; Mingyu Yang; Yang Li 106; Yu Shen 003; Zhi Yang 001; Bin Cui 001 (ICML, 2022)

Model Degradation Hinders Deep Graph Neural Networks. - Wentao Zhang 001; Zeang Sheng; Ziqi Yin; Yuezihan Jiang; Yikuan Xia; Jun Gao 003; Zhi Yang 001; Bin Cui 001 (KDD, 2022)

Graph Attention Multi-Layer Perceptron. - Wentao Zhang 001; Ziqi Yin; Zeang Sheng; Yang Li 106; Wen Ouyang; Xiaosen Li; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (KDD, 2022)

Graph-Enforced Neural Network for Attributed Graph Clustering. - Zeang Sheng; Wentao Zhang 001; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (APWeb-WAIM (1), 2023)

HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism. - Yuxuan Liang; Wentao Zhang 001; Zeang Sheng; Ling Yang 006; Jiawei Jiang 001; Yunhai Tong; Bin Cui 001 (ICDE, 2024)

Acceleration Algorithms in GNNs: A Survey. - Lu Ma; Zeang Sheng; Xunkai Li; Xinyi Gao 001; Zhezheng Hao; Ling Yang 006; Wentao Zhang 001; Bin Cui 001 (CoRR, 2024)

OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine. - Zeang Sheng; Wentao Zhang 001; Yangyu Tao; Bin Cui 001 (Proc. VLDB Endow., 2024)

Towards Scalable and Deep Graph Neural Networks via Noise Masking. - Yuxuan Liang; Wentao Zhang 001; Zeang Sheng; Ling Yang 006; Quanqing Xu; Jiawei Jiang 001; Yunhai Tong; Bin Cui 001 (AAAI, 2025)

Acceleration Algorithms in GNNs: A Survey. - Lu Ma; Zeang Sheng; Xunkai Li; Xinyi Gao 001; Zhezheng Hao; Ling Yang 006; Xiaonan Nie; Jiawei Jiang 001; Wentao Zhang 001; Bin Cui 001 (IEEE Trans. Knowl. Data Eng., 2025)