Jialong Zhou

I am a PhD candidate 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 my B.E. from Northwestern Polytechnical University in 2022.

My research mainly focuses on graph algorithms, with additional interests in LLM agents and adversarial machine learning.

I welcome research collaboration opportunities. Please feel free to contact me.

Selected Publications

Complete list of publications can be found at Google Scholar.

* indicates equal contribution

Subtree Mode and Applications

[Paper]

Jialong Zhou*, Ben Bals*, Matei Tinca, Ai Guan, Panagiotis Charalampopoulos, Grigorios Loukides, Solon P Pissis

2026 IEEE 42nd International Conference on Data Engineering (ICDE)

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

[Paper]

Jialong Zhou, Lichao Wang, Xiao Yang

Advances in Neural Information Processing Systems 38 (NeurIPS 2025)

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

[Paper]

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

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

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, Sep 2018 - Jun 2022

Teaching

GTA for 7CCSMDDW: Databases, Data Warehousing and Information Retrieval (Instructor: Prof. Ian Kenny), Fall 2025

GTA for 4CCS1DST: Data Structures (Instructors: Prof. Panagiotis Charalampopoulos and Prof. David Kohan Marzagão), Spring 2026

GTA for 5CCSADSC: Data Science (Instructors: Prof. Lin Gui and Prof. Grigorios Loukides), Spring 2026

GTA for 7CCSMDM1: Data Mining (Instructor: Prof. Dimitrios Letsios), Spring 2026

Experience

Research Intern, Tsinghua University May 2024 - Nov 2024

Advised by Dr. Xiao Yang

Software Development Engineer Intern, Alibaba Cloud Co., Ltd. Aug 2021 - Sep 2021

Selected Publications

Education

Teaching

Experience

Awards & Honors

Services