Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Cloud computing
Computer Science / Information Technology - Big data
Computer Science / Information Technology - Data center networks
Electronic & Computer Engineering - Wireless sensor networks
Computer Science / Information Technology - Multimedia systems
Computer Science / Information Technology - Mobile computing
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Big data
Computer Science / Information Technology - Data center networks
Electronic & Computer Engineering - Wireless sensor networks
Computer Science / Information Technology - Multimedia systems
Computer Science / Information Technology - Mobile computing
Computer Science / Information Technology - Machine learning
Position Held
Director of HKUST-Alibaba Joint Laboratory on Big Data and AI
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):
Related documents
Education/Academic qualification
PhD in Electrical and Computer Engineering, PhD, University of Massachusetts
1993
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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
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Privacy-Preserving Fine-Tuning and Serving of Large Language Models
LI, B. (PI)
1/01/26 → 31/12/28
Project: Research
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Breaking the LLM Resource Wall: A Novel Computing System based on a Heterogeneous, Disaggregated Cloud Infrastructure
WANG, X. (CoPI), YE, C. (CoPI), YUAN, B. (CoPI), LI, B. (PI), JIN, H. (PI), WANG, C. (CoPI) & WANG, W. (CoPI)
1/01/25 → 31/12/28
Project: Research
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Cross-scene Collaboration Theory and Methods for Mobile Internet of Things
1/01/25 → 31/12/29
Project: Research
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Accelerating LLM Training with Communication Optimization and Task Scheduling
LI, B. (PI)
1/01/25 → 31/12/27
Project: Research
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Research output
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Distributed and Parallel Blockchain: Towards a Multi-Chain System With Enhanced Security
Liu, W., Cao, B., Peng, M. & Li, B., 2025, In: IEEE Transactions on Dependable and Secure Computing. 22, 1, p. 723-739 17 p.Research output: Contribution to journal › Journal Article › peer-review
10 Citations (Scopus) -
Efficient and Intelligent Multi-Job Federated Learning in Wireless Networks
Wang, J., Wang, N., Zhou, R. & Li, B., Apr 2025, In: IEEE Internet of Things Journal. v. 12, p. 8685-8698 10757319.Research output: Contribution to journal › Journal Article › peer-review
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Feature Reconstruction Attacks and Countermeasures of DNN Training in Vertical Federated Learning
YE, P., JIANG, Z., WANG, W., LI, B. & LI, B., 2025, In: IEEE Transactions on Dependable and Secure Computing. 22, 3, p. 2659-2669 11 p.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus) -
FedSU: Communication-efficient Federated Learning with Speculative Updating
Yu, W., Chen, C., Li, Q., Zhao, J., Sun, S., LI, B. & Guo, M., 2025, p. 406-416.Research output: Contribution to conference › Conference Paper › peer-review
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PRISAM: Efficient Personalization via BN Masks in Heterogeneous Decentralized Federated Learning
Chang, S., Wang, X., Yu, H., Li, D., Liang, G., Zhu, H. & LI, B., 2025, p. 802-812.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 3 Editorial work
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IEEE Internet of Things Journal (IOTJ) (Journal)
LI, B. (Senior Editor)
1 Dec 2022 → …Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transactions on Cloud Computing (Journal)
LI, B. (Editor)
1 Oct 2017 → 1 Dec 2022Activity: Publication peer-review and editorial work › Editorial work
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Wireless Networks (Journal)
LI, B. (Editor)
1 Nov 1998 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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Distinguished Paper Award - IEEE ICDCS (2025)
Chu, X. (Recipient) & LI, B. (Recipient), Jul 2025
Prize: Best Paper Award and Prize
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Distinguished Paper Award - IEEE ICDCS (2025)
LI, B. (Recipient) & Chu, X. (Recipient), Jul 2025
Prize: Best Paper Award and Prize
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Distinguished Paper Award - The 45th IEEE International Conference on Distributed Computing Systems (ICDCS)
Chu, X. (Recipient) & LI, B. (Recipient), Jul 2025
Prize: Best Paper Award and Prize
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2023 Best Paper Award by the IEEE Transactions on Cloud Computing
LI, B. (Recipient), Dec 2024
Prize: Best Paper Award and Prize
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IEEE International Conference on Metaverse Computing, Networking and Applications (IEEE MetaCom 2023) Best Paper Award
LI, B. (Recipient), Jun 2023
Prize: Best Paper Award and Prize