Wenbo Guo

Assistant professor and Zhu Chair

CS@UC Santa Barbara
E-mail: henrygwb@ucsb.edu
Office: 2163 Harold Frank Hall, Santa Barbara, CA 93106

   

Papers / Surfi Lab / Teaching & Service / Posts

Short bio: I am an assistant professor and Zhu Chair at UCSB CS. I completed my Postdoc at UC Berkeley as part of the RDI center and BAIR Lab, under the mentorship of Prof. Dawn Song. I received my Ph.D. from Penn State with Prof. Xinyu Xing and my master's degree from Shanghai Jiao Tong University. Outside of research, I am the Head of Agent Security at Virtue AI, a startup focusing on frontier AI security.

Research Interests

My current research center around: My previous works studied the trustworthiness of DRL and DNN via statistical modeling (e.g., Deep GP, Gaussian process models) and learning (e.g., variational inference, MCMC, empirical bayes), and designing DNNs for security applications with a focus on noisy learning and OOD.

Honors and Awards

Competitions

To prospective students

I am actively recruiting Ph.D. students. If you have a solid background in LLMs, DRL, or software security skills (static analysis, fuzzing, symbolic execution) and are interested in working with me, please do not hesitate to contact me through email.



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