Tao Li
PhD Candidate of Electrical Engineering at New York University .
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.
My Erdős Number is 3: Paul Erdős (0) coauthored “On chagnes of signs in infinite series” (1978) with Charles K. Chui (1), who coauthored “A dual-chain approach for bottom–up construction of wavelet filters with any integer dilation” (2012) with Bin Han (2), who coauthored “Directional compactly supported box spline tight framelets with simple geometric structure” (2019) with me (3).
Research Overview: As summarized in the following graphic abstract (references therein point to the CV) , my research aims to develop
(Theory) computational foundations of agent-based technologies
with self-improving and self-healing abilities to facilitate
(Application) autonomous cyber-physical-human systems security & resilience.
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.
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
Apr 17, 2025 | I am invited to present at the 2025 annual East Coast Optimization Meeting (ECOM). Aligning with this year’s focus on Optimiation and Digital Twins, I will talk our recent efforts on multi-agent constrained correlated online learning for traffic sensing and digital twin synchronization. Thank NSF Divison of Mathematical Sciences for the travel grant. |
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Mar 15, 2025 | ![]() |
Feb 24, 2025 | I presented our recent effort on Risk-Aware Long-Short-Term Adaptive Twining in Urban Traffic Digital Twin at the Institute for Mathematical and Statistical Innovation at University of Chicago. Thank the IMSI and NSF Divison of Mathematical Sciences for the travel grant. |
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 (MDS 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. |