Trustworthy Machines & Learning Lab (TML²)

Welcome to Trustworthy Machines & Learning Lab (TML², a.k.a. The MuLong Lab) led by Dr. Mulong Luo. We are part of the Department of Computer Science at Florida State University. At TML², we strive to build the future of secure computing and intelligence: Trusted Machines, Trustworthy Learning, and everything in between. Specifically, TML² is currently focusing on the following research:

• Using AI agents (e.g., reinforcement learning ) for improving the system, architecture and hardware security;
• security of AI systems LLMs, autonomous vehicles 1, 2, 3, and neural networks 4, 5, 6 ).

TML² has openings for Ph.D. students to work on computer architecture, computer security and artificial intelligence research, with an anticipated starting date of fall 2026 (earlier starting date is also negotiable) and spring 2027. PhD applicant must have a minimum of 3.5 GPA from an accredited university/program. FSU’s graduate school application website is here. If you have applied for FSU CS department PhD program and interested in working at TML², please fill in this form and drop Dr. Luo an email with your CV at mluo@fsu.edu. If you are a current FSU undergraduate or graduate student looking for research opportunities, please just finish this form.