Robust Network Enhancement From Flawed Networks. - Jiarong Xu; Yang Yang 009; Chunping Wang 001; Zongtao Liu; Jing Zhang 001; Lei Chen 082; Jiangang Lu (IEEE Trans. Knowl. Data Eng., 2022)

When to Pre-Train Graph Neural Networks? From Data Generation Perspective! - Yuxuan Cao; Jiarong Xu; Carl Yang 001; Jiaan Wang; Yunchao Zhang; Chunping Wang 001; Lei Chen 082; Yang Yang 009 (KDD, 2023)

Dark Knowledge Balance Learning for Unbiased Scene Graph Generation. - Zhiqing Chen; Yawei Luo; Jian Shao 001; Yi Yang 001; Chunping Wang; Lei Chen 082; Jun Xiao 001 (ACM Multimedia, 2023)

CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation. - Kexin Li; Zongxin Yang; Lei Chen 082; Yi Yang 001; Jun Xiao 001 (ACM Multimedia, 2023)

Graph-Skeleton: 1% Nodes are Sufficient to Represent Billion-Scale Graph. - Linfeng Cao; Haoran Deng; Yang Yang 009; Chunping Wang 001; Lei Chen 082 (WWW, 2024)

Handling Feature Heterogeneity with Learnable Graph Patches. - Yifei Sun 002; Yang Yang 009; Xiao Feng; Zijun Wang; Haoyang Zhong; Chunping Wang 001; Lei Chen 082 (KDD (1), 2025)

Enhancing Cross-domain Link Prediction via Evolution Process Modeling. - Xuanwen Huang; Wei Chow; Yize Zhu; Yang Wang; Ziwei Chai; Chunping Wang 001; Lei Chen 082; Yang Yang 009 (WWW, 2025)

Knowledge Integration for Grounded Situation Recognition. - Jiaming Lei; Sijing Wu; Lin Li 065; Lei Chen 082; Jun Xiao 001; Yi Yang 001; Long Chen 016 (Pattern Recognit., 2025)