Research output per year
Research output per year
Personal profile
Biography
Dr. Haibo Hu is a professor with the Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University and the programme leader of BSc (Hons) in Information Security. His research interests include cybersecurity, data privacy, and adversarial machine learning. He has published over 150 research papers in refereed journals, international conferences, and book chapters. As principal investigator, he has received over 25 million HK dollars of external research grants from Hong Kong and mainland China. He is an associate editor of IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Information Forensics and Security (TIFS), and ACM Transactions on Privacy and Security (TOPS). He also served in the organizing committee of many international conferences, such as EAI SPNCE 2023, ACM GIS 2020, IEEE ICDSC 2020, and IEEE MDM 2019, and in the programme committee of dozens of international conferences, including VLDB, ICDE, CIKM, SDM, and ICDM. He is the recipient of a number of titles and awards, including IEEE MDM 2019 Best Paper Award, WAIM Distinguished Young Lecturer, ICDE 2020 Outstanding Reviewer, VLDB 2018 Distinguished Reviewer, ACM-HK Best PhD Paper, Microsoft Imagine Cup, and GS1 Internet of Things Award. He is a senior member of ACM, IEEE and CCF, and a certified Cisco CCNA Security Trainer.
Research interests
- Data privacy
- IoT and network security
- Adversarial machine learning
- Mobile and spatiotemporal databases
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Hong Kong University of Science and Technology
Bachelor of Engineering, Shanghai Jiao Tong University
Fingerprint
Dive into the research topics where Haibo Hu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
A Novel Modeling Approach for Cumulative Belief Rule-Base With Joint Optimization and Rule Synthesis
Yang, L. H., Yu, D. N., Ye, F. F., Hu, H. & Ye, Q., Feb 2025, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 55, 4, p. 2961-2973 13 p.Research output: Journal article publication › Journal article › Academic research › peer-review
-
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
Li, H., Bai, L., Ye, Q., Hu, H., Xiao, Y., Zheng, H. & Xu, J., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 17, p. 18287-18295 9 p.Research output: Journal article publication › Conference article › Academic research › peer-review
-
Classification and Time-Frequency Localization of Arbitrary LPWAN Signals With Radial Deformable DETR
Kong, C. H. & Hu, H., Mar 2025, In: IEEE Access. 13, p. 53065-53083 19 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Don't Lose Yourself: Boosting Multimodal Recommendation via Reducing Node-neighbor Discrepancy in Graph Convolutional Network
Chen, Z., Xu, J. & Hu, H., 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
Open Access -
Exploring Intrinsic Alignments within Text Corpus
Liang, Z., Wang, P., Zhang, R., Hu, H., Zhang, S., Ye, Q., Xu, N., Xiao, Y., Zhang, C. & Cui, L., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 26 ed. Association for the Advancement of Artificial Intelligence, p. 27455-27463 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 26).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Prizes
-
-
Best Paper Award
Wen, T. (Recipient), Hu, H. (Recipient) & Zheng, H. (Recipient), Mar 2021
Prize: Prize (research)
-
Best Paper Award
Yao, L. (Recipient), Wang, X. (Recipient), Wang, X. (Recipient), Hu, H. (Recipient) & Wu, G. (Recipient), Jun 2019
Prize: Prize (research)
-
Best Theory Paper Award (FML)
Zheng, H. (Recipient), Hu, H. (Recipient) & Han, Z. (Recipient), Aug 2019
Prize: Prize (research)
-
Outstanding Reviewer Award
Hu, H. (Recipient), Apr 2020
Prize: Honorary award › Honorary award (research)
Activities
-
IEEE Transactions on Information Forensics and Security (Journal)
Hu, H. (Associate editor)
Nov 2023Activity: Publication peer-review and editorial work › Review of books, other publications, or software
-
IEEE Transactions on Knowledge and Data Engineering (Journal)
Hu, H. (Associate editor)
Nov 2023 → …Activity: Publication peer-review and editorial work › Editorial work for journals
-
ACM Transactions on Privacy and Security (Journal)
Hu, H. (Editorial board member)
2022Activity: Publication peer-review and editorial work › Editorial work for journals
-
IEEE Transactions on Information Forensics and Security (Journal)
Hu, H. (Associate editor)
Nov 2023 → …Activity: Publication peer-review and editorial work › Editorial work for journals
-
ACM Transactions on Multimedia Computing, Communications and Applications (Journal)
Hu, H. (Guest editor)
Nov 2023 → Apr 2025Activity: Publication peer-review and editorial work › Review of books, other publications, or software