Jialong Zhou

I am a PhD student in Computer Science at King's College London, advised by Prof. Grigorios Loukides. Previously, I received my M.Phil. from The Hong Kong Polytechnic University in 2024, advised by Prof. Kai Zhou, and B.E. from Northwestern Polytechnical University in 2022.

My research interests span algorithms and data mining (particularly at scale), as well as machine learning topics including graph neural networks, LLM agents, and adversarial ML.

I am open to opportunities for research collaboration. Please feel free to contact me if you are interested.

Selected Publications

Full publications can be found at Google Scholar.

* for equal contribution

GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling

Jialong Zhou, Lichao Wang, Xiao Yang

Proceedings of the 39th Conference on Neural Information Processing Systems (NeurIPS), 2025

[Paper] [Code]

Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach

Xing Ai, Jialong Zhou, Yulin Zhu, Gaolei Li, Tomasz P Michalak, Xiapu Luo, Kai Zhou

2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024

[Paper] [Code]

Education

Ph.D. in Computer Science, King's College London, Oct. 2024 - Present
Fully funded by NMES Faculty (International) Studentship
M.Phil. in Computing, The Hong Kong Polytechnic University, Aug. 2022 - Aug. 2024
B.E. in Computer Science and Technology, Northwestern Polytechnical University, Sept. 2018 - Jun. 2022

Experience

Research Intern, Tsinghua University May 2024 - Nov. 2024

Collaborated with Dr. Xiao Yang

Software Development Engineer (Intern), Alibaba Cloud Co., Ltd. Aug. 2021 - Sept. 2021

News

Selected Publications

Education

Teaching

Experience

Awards & Honors

Services