Dr. FANG Junyuan (房俊源)
Research Output
- 2025
- Published
Soft label enhanced graph neural network under heterophily
Yang, H., Fang, J., Wu, J., Li, D., Wang, Y. & Zheng, Z., 30 Jan 2025, In: Knowledge-Based Systems. 309, 112861.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Online published
Failure Propagation Graphs for Studying Cascading Failure Propagation in Power Networks
Li, B., Liu, D., Fang, J., Zhang, X. & Tse, C. K., 10 Jan 2025, (Online published) In: IEEE Systems Journal.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2024
- Online published
GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections
Fang, J., Wen, H., Wu, J., Xuan, Q., Zheng, Z. & Tse, C. K., 22 Feb 2024, (Online published) In: IEEE Transactions on Computational Social Systems.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Fishing for Fraudsters: Uncovering Ethereum Phishing Gangs With Blockchain Data
Liu, J., Chen, J., Wu, J., Wu, Z., Fang, J. & Zheng, Z., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 3038-3050Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
Strengthening Critical Power Network Branches for Cascading Failure Mitigation
Li, B., Liu, D., Fang, J., Zhang, X. & Tse, C. K., 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers, Inc., 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2023
- Published
Hide and Seek: An Adversarial Hiding Approach Against Phishing Detection on Ethereum
Wen, H., Fang, J., Wu, J. & Zheng, Z., Dec 2023, In: IEEE Transactions on Computational Social Systems. 10, 6, p. 3512-3523Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
Both Homophily and Heterophily Matter: Bi-path Aware Graph Neural Network for Ethereum Account Classification
Yang, H., Fang, J., Wu, J. & Zheng, Z., Sept 2023, In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 13, 3, p. 829-840Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Impact of Structure of Network Based Data on Performance of Graph Neural Networks
Fang, J., Liu, D. & Tse, C. K., 2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS). Institute of Electrical and Electronics Engineers, Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - 2022
- Published
Analyzing Robustness of Complex Networks Against Incomplete Information
Ma, W., Fang, J. & Wu, J., May 2022, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 69, 5, p. 2523-2527Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Predicting Onset Time of Cascading Failure in Power Systems Using a Neural Network-Based Classifier
Fang, J., Liu, D. & Tse, C. K., 2022, 2022 IEEE International Symposium on Circuits and Systems (ISCAS). Institute of Electrical and Electronics Engineers, Inc., p. 3522-3526 (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2022-May).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2021
- Published
Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multiobjective Optimization
Fang, J., Huang, H., Wu, J. & Tse, C. K., Dec 2021, In: IEEE Systems Journal. 15, 4, p. 5221-5232Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Sequential Node Attack of Complex Networks based on Q-learning Method
Ma, W., Fang, J. & Wu, J., May 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS): Proceedings. Institute of Electrical and Electronics Engineers, Inc., 9401544. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
Transaction-based Hidden Strategies Against General Phishing Detection Framework on Ethereum
Wen, H., Fang, J., Wu, J. & Zheng, Z., May 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS): Proceedings. Institute of Electrical and Electronics Engineers, Inc., 9401091. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 45 - Published
Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures
Fang, J., Wu, J., Zheng, Z. & Tse, C. K., Mar 2021, In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 11, 1, p. 133-143 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24
