Liangbo Ning
Ph.D. Candidate
The Hong Kong Polytechnic University
I am a third-year Ph.D. candidate in Hong Kong Polytechnic University, Hong Kong, China. My research interests include data mining, large language models, recommender systems, adversarial attack, domain adaptation, and pattern recognition.
Research Interests
Academic Background
Ph.D. Computing
The Hong Kong Polytechnic University
2023 - PresentSupervisor: Prof. Qing Li & Prof. Wenqi Fan
M.E. Control Science and Engineering
Northwestern Polytechnical University
2020 - 2023Supervisor: Prof. Zhun-ga Liu
B.E. Automation
Northwestern Polytechnical University
2016 - 2020Latest News
Two New Papers Released
The benchmark paper "Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs" and the survey paper "A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models" are released on arXiv.
Mamba Survey Paper Released
The paper "A Survey of Mamba" is released on arXiv.
Two Papers Accepted by KDD 2024
Two papers "CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent" and "A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models" are accepted by ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
Adversarial Perturbations Paper Released
The paper "Joint Universal Adversarial Perturbations with Interpretations" is released on arXiv.
Web Conference 2024 Acceptance
The paper "Interpretation-Empowered Neural Cleanse for Backdoor Attacks" is accepted by The Web Conference 2024.
Excellent Master's Thesis Award
Won the "Excellent Master's Thesis".
Outstanding Graduates Award
Won the "Outstanding Graduates".
National Scholarship Award
Won the "The National Scholarship".
Get In Touch
I'm always interested in hearing about new research opportunities and collaborations.