🤝 Services

My work includes institutional leadership at USC. Professional service follows research on Auditable AI Systems, including detection in data, verification of output, auditing of action, and modeling of risk. It also covers related machine learning areas where reliable deployment and high-stakes use matter.

Student Qual/Thesis Committee Request (update as of 1/13/2026): I have already served on more than 10 student committees for Spring 2026. I am unable to take on any new student committees.

Recommendation Letter Policy

If you need a recommendation letter from me, please let me know and then follow the instructions in this document. Requests that do not follow the template may not be processed.

Institutional Leadership

Community Outreach

  • Founder & Maintainer, 博士栈 CSPhD.org: a non-profit community for CS/AI/EE/Stats PhDs (since 2022, several thousand members, a searchable board of 500+ PhD/RA/postdoc openings), supporting students from before enrollment to the faculty job market.

Conference/Workshop Organizing Roles

Funding Proposal Review Roles

Journal Editorial Roles

Journal Review Roles

Conference/Workshop AC and Reviewer Roles