Note: * for corresponding author, # for equal contribution.
Preprints
- TBA
Journal and Conference Papers
- Junyuan Fang, Haixian Wen, Jiajing Wu*, Qi Xuan, Zibin Zheng, C. K. Tse, “GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections”, in IEEE Transactions on Computational Social Systems (TCSS), 2024. [arXiv] [Paper] [Code]
- Biwei Li, Dong Liu, Junyuan Fang, Xi Zhang, Chi K. Tse*, “Strengthening Critical Power Network Branches for Cascading Failure Mitigation”, in IEEE International Symposium on Circuits and Systems (ISCAS), 2024. [Paper]
- Jieli Liu, Jinze Chen, Jiajing Wu*, Zhiying Wu, Junyuan Fang, Zibin Zheng, “Fishing for Fraudsters: Uncovering Ethereum Phishing Gangs with Blockchain Data”, in IEEE Transactions on Information Forensics & Security (TIFS), 2024. [Paper]
- Han Yang#, Junyuan Fang#, Jiajing Wu* and Zibin Zheng, ‘‘Both Homophily and Heterophily Matter: Bi-path Aware Graph Neural Network for Ethereum Account Classification’’, in IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2023. [Paper]
- Junyuan Fang, Dong Liu* and C. K. Tse, ‘‘Impact of Structure of Network Based Data on Performance of Graph Neural Networks’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2023. [Paper] [Code]
- Haixian Wen, Junyuan Fang, Jiajing Wu* and Zibin Zheng, ‘‘Hide and Seek: An Adversarial Hiding Approach against Phishing Detection on Ethereum’’, in IEEE Transactions on Computational Social Systems (TCSS), 2022. [Paper]
- Junyuan Fang, Dong Liu* and C. K. Tse, ‘‘Predicting Onset Time of Cascading Failure in Power Systems Using a Neural Network-Based Classifier’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2022. [Paper] [Code]
- Weijun Ma, Junyuan Fang and Jiajing Wu*, ‘‘Analyzing Robustness of Complex Networks Against Incomplete Information’’, in IEEE Transactions on Circuits and Systems II: Express Briefs (TCASII), 2022. [Paper]
- Junyuan Fang, Haiyu Huang, Jiajing Wu* and C. K. Tse, ‘‘Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multi-Objective Optimization’’, in IEEE Systems Journal (ISJ), 2021, [Paper] [Code]
- Weijun Ma, Junyuan Fang and Jiajing Wu*, ‘‘Sequential Node Attack on Complex Network based on Q-learning Method’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2021. [Paper]
- Haixian Wen, Junyuan Fang, Jiajing Wu* and Zibin Zheng, ‘‘Transaction-based Hidden Strategies Against General Phishing Detection Framework on Ethereum’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2021. [Paper]
- Junyuan Fang, Jiajing Wu*, Zibin Zheng and C. K. Tse, ‘‘Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures’’, in IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2020. [Paper] [Code]
- Qifan Zhang#, Junyuan Fang#, Jie Zhang, Jiajing Wu*, Yongxiang Xia and Zibin Zheng, ‘‘Cross Entropy Attack on Deep Graph Infomax’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2020. [Paper]
- Jiajing Wu*, Biaoyan Fang, Junyuan Fang, Xi Chen and C. K. Tse, ‘‘Sequential Topology Recovery of Complex Power Systems Based on Reinforcement Learning’’, in Physica A: Statistical Mechanics and its Applications (PHYSICA A), 2019. [Paper]
- Junyuan Fang, Xi Zhang, Jiajing Wu* and Zibin Zheng, ‘‘Robustness Analysis of Power Grids Against Cascading Failures Based on A Multi-Objective Algorithm’’, in IEEE International Symposium on Circuits and Systems (ISCAS), 2019. [Paper] [Code]