Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Cybersecurity
Computer Science / Information Technology - Software engineering
Computer Science / Information Technology - Testing and debugging
Computer Science / Information Technology - Reverse engineering
Position Held
Related documents
Education/Academic qualification
PhD in Information Sciences and Technology, PhD, Pennsylvania State University
2018
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):
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SDG 3 Good Health and Well-being
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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Collaborations and top research areas from the last five years
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ZKDI: A Zero-Knowledge Proof-based Data Intelligence System for Financial and Web3 Data Analytics
LI, B. (CoPI), YANG, Y. (CoPI), WANG, S. (PI) & ZHOU, X. (CoPI)
15/04/26 → 14/04/30
Project: Research
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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
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Multi-Agent System for Real-Time Risk Monitoring and Defense in Blockchain-based Finance
HUANG, A. (CoPI), HUANG, M. (Team member), WANG, S. (PI), XIAO, D. (Team member) & JI, Z. (Team member)
18/12/25 → 17/06/27
Project: Research
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Toward Efficient and Private Serverless Machine Learning Inference on GPU Clouds
CHEN, R. (Team member), LI, B. (CoPI), LI, B. (CoPI), WANG, C. (CoPI), WANG, S. (CoPI), WANG, W. (PI) & CHU, X. (CoPI)
RGC - Collaborative Research Fund
1/06/24 → 31/05/27
Project: Research
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Testing and Repairing MPC-Hardened Deep Learning Systems
WANG, S. (PI)
1/01/24 → 31/12/26
Project: Research
Research output
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Athena: Enhancing Multimodal Reasoning with Dataefficient Process Reward Models
Wang, S., Liu, Z., Wei, J., Yin, X., Li, D. & Barsoum, E., May 2026, In: Transactions on Machine Learning Research. 2026-May, p. 1-26 26 p.Research output: Contribution to journal › Journal Article › peer-review
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CuSafe: Capturing Memory Corruption on NVIDIA GPUs
LU, H., Zhang, F., Zhang, Z., WANG, S. & Guo, Y., 2026, Proceedings of the 35th USENIX Security Symposium. 18 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Demystifying OpenZeppelin’s Own Vulnerabilities and Analyzing Their Propagation in Smart Contracts
LIU, H., WU, D., SUN, Y., WANG, S., LIU, Y. & CHEN, Y., 28 Jan 2026, (E-pub ahead of print) 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE). IEEE, p. 945-957 13 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
DAI, Y., JI, Z., LI, Z. & WANG, S., 26 Jan 2026, 14th International Conference on Learning Representations (ICLR 2026). International Conference on Learning Representations, ICLR, 30 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Enhanced distributed zero-knowledge proof generation: [China]
WANG, S. (Key Inventor), MA, P. (Inventor) & WANG, Z. (Inventor), 8 May 2026, IPC No. G06F 21/60, G06N 5/02, H04L 9/32, 30 Jun 2025, Priority date 1 Nov 2024, Priority No. US63/714,884Research output: Patent
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ZKDI: A Zero-Knowledge Proof-Based Data Analytics Platform for FinTech
WANG, S. (Invited speaker)
Dec 2025Activity: Talk or presentation › Invited
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Towards Trustworthy LLM Systems
WANG, S. (Invited speaker)
Dec 2025Activity: Talk or presentation › Invited
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Towards LLM Agent Empowered Software Security Research
WANG, S. (Invited speaker)
Dec 2025Activity: Talk or presentation › Invited
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Towards Trustworthy LLM Systems
WANG, S. (Invited speaker)
Nov 2025Activity: Talk or presentation › Keynote
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Towards Trustworthy LLM Systems
WANG, S. (Invited speaker)
24 Oct 2025Activity: Talk or presentation › Invited
Awards
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IEEE Security & Privacy 2025 Distinguished Paper Award
WANG, S. (Recipient), 2025
Prize: Best Paper Award and Prize
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Top 2% Scientists Worldwide 2024 by Stanford University
WANG, S. (Recipient), Dec 2024
Prize: Honorary Award
Press/Media
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13 HKUST Research Projects Secure Top Funding from RGC Collaborative Research Fund and Research Impact Fund
WANG, D., WANG, S., CHEN, S., TSANG, C. W., ZHAI, Y., ZHANG, F., LI, M., MENG, Z., WANG, G., YANG, Y., LU, H., LI, X. & CHENG, K.-T. T.
7/01/26
1 item of Media coverage
Press/Media