Research output per year
Research output per year
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
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Black-Box Attacks against Signed Graph Analysis via Balance Poisoning
Zhou, J., Lai, Y., Ren, J. & Zhou, K., Feb 2024, 2024 International Conference on Computing, Networking and Communications, ICNC 2024. IEEE, p. 530-535 6 p. (2024 International Conference on Computing, Networking and Communications, ICNC 2024).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access -
Collective Certified Robustness against Graph Injection Attacks
Lai, Y., Pan, B., Chen, K., Yuan, Y. & Zhou, K., Jul 2024, The Forty-first International Conference on Machine Learning (ICML). p. 1-20Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Continuous optimization for construction of neural network-based prediction intervals
Xue, L., Zhou, K. & Zhang, X., 7 Jun 2024, In: Knowledge-Based Systems. 293, 12 p., 111669.Research output: Journal article publication › Journal article › Academic research › peer-review
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Cost Aware Untargeted Poisoning Attack against Graph Neural Networks
Han, Y., Lai, Y., Zhu, Y. & Zhou, K., Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4940-4944 5 p. (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
Open Access -
Crowdsourcing Malware Family Annotation: Joint Class-Determined Tag Extraction and Weakly-Tagged Sample Inference
Jiang, Y., Li, G., li, S., Guo, Y. & Zhou, K., Mar 2024, In: IEEE Transactions on Network and Service Management. 21, 4, p. 4763-4776 14 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Activities
- 1 Editorial work for journals
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IET Communications (Journal)
Zhou, K. (Associate editor)
2020 → …Activity: Publication peer-review and editorial work › Editorial work for journals