Personal profile
Biography
B.Sc. (2013) (电院) at Shanghai Jiao Tong University → Ph.D. (2018) in the Department of Electrical and Computer Engineering at Michigan State University → Postdoctoral Research Associate (2018 - 2020) in the Department of Computer Science and Engineering at Washington University in St. Louis → AP (2020) in the Department of Computing at The Hong Kong Polytechnic University, where I founded and direct STiL.
Education/Academic qualification
Doctor of Philosophy, Michigan State University
Bachelor of Science, Shanghai Jiao Tong University
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Research output
-
Auth-Graph: GenAI-empowered attribute-masked backdoor for on-demand authorizable graph learning
Yang, X., Li, G., Zhou, K., Lai, Y. & Li, J., Dec 2025, In: Information Fusion. 124, 103375.Research output: Journal article publication › Journal article › Academic research › peer-review
4 Link opens in a new tab Citations (Scopus) -
Backdoor-Empowered Regulable Privilege Authorization for Edge-Level Graph Learning in 6G Vehicular Networks
Yang, X., Li, G., Wu, J., Zhou, K., Li, J. & Yang, W., May 2025, In: IEEE Transactions on Consumer Electronics. 71, 2, p. 6307 - 6318Research output: Journal article publication › Journal article › Academic research › peer-review
5 Link opens in a new tab Citations (Scopus) -
Crowdsourced Homophily Ties Based Graph Annotation Via Large Language Model
Bu, Y., Zhu, Y. & Zhou, K., Apr 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
-
Exploring Graph Neural Backdoors in Vehicular Networks: Fundamentals, Methodologies, Applications, and Future Perspectives
Yang, X., Li, G., Zhou, K., Li, J., Lin, X. & Liu, Y., Mar 2025, In: IEEE Open Journal of Vehicular Technology. 6, p. 1051-1071 21 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
HyperTTC: Hypergraph-Empowered Tactic-Specific Traffic Clustering for Atomized APT Detection
Du, W., He, Y., Li, G., Yang, X., Li, J., Ren, G. & Zhou, K., May 2025, 2025 International Conference on Computing, Networking and Communications, ICNC 2025. Institute of Electrical and Electronics Engineers Inc., p. 318-322 5 p. (2025 International Conference on Computing, Networking and Communications, ICNC 2025).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
3 Link opens in a new tab Citations (Scopus)
Prizes
-
Best Paper Award
Du, W. (Recipient), Li, G. (Recipient), Yang, X. (Recipient), Li, J. (Recipient), Ren, G. (Recipient) & Zhou, K. (Recipient), Feb 2025
Prize: Prize (research)
File
Activities
- 1 Editorial work for journals
-
IET Communications (Journal)
Zhou, K. (Associate editor)
2020 → …Activity: Publication peer-review and editorial work › Editorial work for journals