CNN-based Prediction of Network Robustness With Missing Edges. - Chengpei Wu; Yang Lou; Ruizi Wu; Wenwen Liu; Junli Li 004 (IJCNN, 2022)

Pyramid Pooling-based Local Profiles for Graph Classification. - Chengpei Wu; Yang Lou; Junli Li 004 (SMC, 2023)

Predicting Robustness Performance with Noises in Network Representation. - Chengpei Wu; Siyi Xu; Junli Li (SMC, 2023)

A Nested Edge Addition Strategy for Network Controllability Robustness Enhancement. - Chengpei Wu; Siyi Xu; Zhuoran Yu; Junli Li (SMC, 2023)

Influence of Removing Leaf Node Neighbors on Network Controllability. - Chengpei Wu; Siyi Xu; Zhuoran Yu; Junli Li (Entropy, 2023)

SPP-CNN: An Efficient Framework for Network Robustness Prediction. - Chengpei Wu; Yang Lou; Lin Wang 022; Junli Li 004; Xiang Li 010; Guanrong Chen (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Exploring Graph Representations in Machine Learning for Network Robustness Evaluation. - Yang Lou; Chengpei Wu; Bo-Yu Chen (IJCNN, 2024)

Enhancing CNN-Based Network Robustness Predictors Through Representation Recovery Against Information Noise. - Liang Chen; Wenli Huang; Chengpei Wu; Junli Li (SMC, 2024)

CNN-HT: A Two-Stage Algorithm Selection Framework. - Siyi Xu; Wenwen Liu; Chengpei Wu; Junli Li 004 (Entropy, 2024)

Network Robustness Prediction: Influence of Training Data Distributions. - Yang Lou; Chengpei Wu; Junli Li 004; Lin Wang 022; Guanrong Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Multitask Network Robustness Analysis System Based on the Graph Isomorphism Network. - Chengpei Wu; Yang Lou; Junli Li 004; Lin Wang 022; Shengli Xie; Guanrong Chen (IEEE Trans. Cybern., 2024)

Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data. - Lilin Zhang; Chengpei Wu; Ning Yang (CVPR, 2025)

Negative Metric Learning for Graphs. - Yiyang Zhao; Chengpei Wu; Lilin Zhang; Ning Yang (IJCAI, 2025)

Exploring the Potential for Enhancing Structural Robustness of Complex Networks [Research Frontier]. - Yang Lou; Chengpei Wu; Liang Chen; Wenli Huang; Lei Zhou; Lin Wang 022; Guanrong Chen (IEEE Comput. Intell. Mag., 2025)