Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Parallel and distributed systems
Computer Science / Information Technology - Cloud computing
Computer Science / Information Technology - Computer networking
Position Held
Associate Director of HKUST Big Data Institute
Associate Director of HKUST-Alibaba Joint Laboratory on Big Data and AI
Related documents
Education/Academic qualification
PhD in Computer Engineering, PhD, University of Toronto
2015
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):
-
SDG 3 Good Health and Well-being
-
SDG 7 Affordable and Clean Energy
-
SDG 8 Decent Work and Economic Growth
-
SDG 9 Industry, Innovation, and Infrastructure
-
SDG 12 Responsible Consumption and Production
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Building Trustworthy Large Language Model (LLM)-Integrated Applications: A Full-Stack Lifecycle Approach
LI, B. (CoPI), WU, D. (CoPI), CHEUNG, S. C. (CoPI), WANG, S. (PI), MENG, W. (CoPI), WANG, W. (CoPI), SONG, Y. (CoPI) & ZHOU, X. (CoPI)
RGC - Collaborative Research Fund
15/04/26 → 14/04/29
Project: Research
-
GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale
WANG, W. (PI)
1/01/25 → 31/12/27
Project: Research
-
Cross-scene Collaboration Theory and Methods for Mobile Internet of Things
National Natural Science Foundation of China
1/01/25 → 31/12/29
Project: Research
-
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)
National Natural Science Foundation of China (NSFC) / Research Grants Council (RGC)
1/01/25 → 31/12/28
Project: Research
-
Research output
-
Attack of the Bubbles: StragglerResilient Pipeline Parallelism for Large Model Training
WU, T., CAO, L., LU, H., JIANG, X., Yu, Y., Yang, S., Yang, G., Wang, J., Qu, L., Zhang, L. & WANG, W., May 2026, Proceedings of the 23rd USENIX Symposium on Networked Systems Design and Implementation. 17 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
Efficient Data Passing for Serverless Inference Workflows: A GPU-Centric Approach
Wu, H., Liu, Y., Yu, M., Weng, Q., Deng, J., Yu, Y., Fan, H., Wu, S., Wang, W. & Jin, H., 26 Apr 2026, EUROSYS 2026 - Proceedings of the 2026 European Conference on Computer Systems. Association for Computing Machinery, Inc, p. 744-758 15 p. (EUROSYS 2026 - Proceedings of the 2026 European Conference on Computer Systems).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Elastic Index Selection for Label-Hybrid AKNN Search
Yang, M., Xia, W., Li, W., Wong, R. C. W. & Wang, W., 18 Mar 2026, In: Proceedings of the VLDB Endowment. 19, 4, p. 617-630 14 p.Research output: Contribution to journal › Conference article published in journal › peer-review
Open Access -
ELORA: Efficient LoRA and KV Cache Management for Multi-LoRA LLM Serving
Shi, J., Zhang, H., Wang, Y., Chen, Q., Shan, Y., Fu, K., Wang, W. & Guo, M., 4 Mar 2026, 2026 IEEE International Symposium on High Performance Computer Architecture, HPCA 2026. IEEE Computer Society, 14 p. 11408492. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
FlashPS: Efficient Generative Image Editing with Mask-aware Caching and Scheduling
Jiang, X., Li, S., Yang, L., Feng, T., Di, Z., Lu, W., Zhu, G., Lin, X., Liu, K., Yu, Y., Lan, T., Yang, G., Qu, L., Zhang, L. & Wang, W., 26 Apr 2026, p. 2109-2125. 17 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access
Activities
- 5 Editorial work
-
IEEE Transactions on Parallel and Distributed Systems (Journal)
WANG, W. (Associate Editor)
1 Apr 2025 → 1 Apr 2027Activity: Publication peer-review and editorial work › Editorial work
-
IEEE Transactions on Big Data, Special Issue on Federated Learning for Big Data Applications (Journal)
WANG, W. (Co Editor)
1 Nov 2022 → 1 Dec 2023Activity: Publication peer-review and editorial work › Editorial work
-
IEEE Network: The Special Issues on Interplay between Machine Learning and Networking Systems (Journal)
WANG, W. (Editor)
1 Dec 2020 → 1 Dec 2021Activity: Publication peer-review and editorial work › Editorial work
-
Springer Mobile Networks and Applications: The Special Issues on Advances in Mobile, Edge and Cloud Computing (Journal)
WANG, W. (Editor)
1 Jun 2020 → 1 Jun 2021Activity: Publication peer-review and editorial work › Editorial work
-
IEEE China Communications (Journal)
WANG, W. (Editorial Board Member)
1 Jan 2017 → 1 Jan 2019Activity: Publication peer-review and editorial work › Editorial work
Awards
-
NSDI'26 Outstanding Paper Award
WU, T. (Recipient), CAO, L. (Recipient), LU, H. (Recipient), JIANG, X. (Recipient), Yu, Y. (Recipient), Yang, S. (Recipient), Yang, G. (Recipient), Wang, J. (Recipient), Qu, L. (Recipient), Zhang, L. (Recipient) & WANG, W. (Recipient), 26 Apr 2026
Prize: Best Paper Award and Prize
-
ACM EuroSys 2025 Best Paper Award
Fan, R. (Recipient), YU, X. (Recipient), Dong, P. (Recipient), Li, Z. (Recipient), Gong, G. (Recipient), Wang, Q. (Recipient), WANG, W. (Recipient) & CHU, X. (Recipient), 30 Mar 2025
Prize: Best Paper Award and Prize
-
-
-
Best Paper Award at the 2023 ACM Symposium on Cloud Computing
LI, S. (Recipient), WANG, W. (Recipient), Chen, G. (Recipient), Yang, J. (Recipient) & Lu, D. (Recipient), 30 Oct 2023
Prize: Best Paper Award and Prize