Tao Li

PhD Candidate of Electrical Engineering at New York University .

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Bio: I am a PhD candidate in the Department of Electrical and Computer Engineering at New York University, working with Quanyan Zhu. Before doing my PhD, I worked on computational harmonic analysis with Bin Han at University of Alberta. I received the BS degree in Mathematics from Xiamen University.

Research Overview: My research aims to develop computational foundations of agent-based technologies with self-improving and self-healing abilities to facilitate autonomous cyber-physical-human systems security and resilience without human interventions (see the graphical abstract below, references herein point to the CV). Leveraging techniques from reinforcement learning (RL) and artificial intelligence (AI), game theory, and control & optimization, my research advances multi-agent learning in complex networks with applications to cyber, physical, and human layers, including cybersecurity & resilience, intelligent transporation systems, and social networks misinformation detection & mitigation. My future research will utilize digital twin (DT) technologies and advanced generative AI models, such as large language models (LLMs), to enhance the implementability of the developed agentic frameworks for human-centered, resilient autonomous mobility management in complex urban environments. Research Thrusts Overview

Open to work! I am on the 2024-2025 job market; please feel free to drop me a message if you feel I’m a good fit.

news

Jan 15, 2025 I was selected to attend the 2025 National Science Foundation (NSF) Networking Technology and Systems Early-Career Investigators (NeTS-ECI) Workshop. I will present my research thrusts on agent-based autonomous network security. You are more than welcome to join the Network Security session or drop me a message if you are interested.
Nov 21, 2024 The IEEE Technical Committee on Cognitive Networks has recently recognized me as a Rising Star in AI and Machine Learning in Security.
Oct 02, 2024 I have co-organized the 2024 NSF Workshop on LLM for Network Security, where I demonstrated a prototyping model of LLM-based Meta-Agent techonology for autnomous penetration testing.
Sep 26, 2024 I received the student travel award from the Society for Industrial and Applied Mathematics, allowing me to present our work on conjectural preditive reinforcement learning at the conference on Mathematics of Data Science (MSD 2024).
Jul 26, 2024 I had a wonderful time in the coordinated science laboratory at UIUC this summer. Heartfelt thanks to Prof.Başar for his hosting!
Jul 12, 2024 We have organized a wonderful special student session Security and Privacy of the Next-Generation Cyber-Physical Systems at this year’s American Control Conference. We are looking for new blood to join our organizing committee for this year’s Conference on Decision and Control in Milan, Italy!
May 07, 2024 I received the Dante Youla Award For Research Excellence award in Electrical Engineering
Mar 26, 2024 I gave a talk on the Traffic-responsive Title Camera (TTC) Surveillance system at NYU Urban Research Day. TTC aims to make NYC’s cameras (more than 15000) smarter for high-precision real-time traffic situational awareness.

selected publications