Dr. Xiaoyu Xia
Details
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College: School of Computing Technologies
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Department: School of Computing Technologies
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Campus: City Campus Australia
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xiaoyu.xia@rmit.edu.au
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ORCID: 0000-0003-3526-3217
Open to
- Masters Research or PhD student supervision
About
Dr Xiaoyu Xia received his PhD degree with the Alfred Deakin Medal from Deakin University, Australia. Currently, he is a lecturer at RMIT University, Australia. He has published over 40 peer-reviewed papers in international journals and conferences, including IEEE S&P, ACM WWW, ACM SIGIR, IEEE TPDS, IEEE TMC, IEEE TSC, etc. He was selected as one of the World's Top 2% Scientists by Stanford University in 2022 and 2023. He also serves as a member of the TPDS Review Board from 2023 to 2025. He is a senior member of IEEE and a member of ACM.
Supervisor projects
- Quantum Neural Networks algorithm for malware detection
- 19 Aug 2024
- Implementation and Optimization of Theorem Prover for PPTL with Indexed Expressions
- 11 Jun 2024
- Leveraging Computer Vision-Informed Strategies for Large-Scale Language Models and Multimodal Backdoor Learning Defence
- 7 May 2024
- Machine Unlearning
- 26 Oct 2023
- Privacy-preserving Demand Response at the Network Edge
- 24 Oct 2023
- Using Machine Learning Technologies to Mitigate Cyber-Attacks and Detect Malicious Activities in (SDN) Software-Defined Networking
- 9 Oct 2023
- Privacy-aware Smart Access Control for Internet-of-Things on Blockchain
- 25 May 2023
- Byzantine general problem optimization for decentralized gradient descent
- 13 Apr 2023
Research interests
His research interests include system privacy and security, parallel and distributed computing, sustainable computing, and ML systems. More details about his research can be found at https://sites.google.com/view/xiaoyuxia.
