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Do LLMs know when they know? Can LLMs express their uncertainty with text? We study "confidence elicitation" of LLMs, presenting a comprehensive analysis and new methods to calibrate LLMs 𝘸𝘪𝘵𝘩𝘰𝘶𝘵 access to model logits

A principled and highly scalable quantification tool for side channels👍

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Thrilled to announce that I will join the amazing CSE department @HKUST HKUST Computer Science and Engineering in Fall 2023!!! Multiple Ph.D./RA openings. Drop me an email if you are interested in security and machine learning, program analysis, fuzzing.

IJCAIconf It's my real honor to give a talk IJCAIconf FL workshop about privacy problems in LLMs, based on work mostly done by my student Haoran Li Haoran LI in our group KnowComp HKUST. Slides are available at home.cse.ust.hk/~yqsong/papers… #IJCAI23 #IJCAI2023 #LLMs

#ijcaiawards Qiang Yang, Hong Kong University of Science and Technology and WeBank. HKUST WeBank微众银行 receives the Donald E. Walker Distinguished Service Award. In his speech he thanks to the community allowing him to learn continuously, including the late Fahiem #IJCAI2023

We are recruiting! Applications including 1) a cover letter, 2) a full curriculum vitae, 3) names and contact information of at least three referees, 4) a research statement, and 5) a teaching statement should be submitted via facrecruit.hkust.edu.hk.