About me

This is the webpage for Zongjie’s academic research. I’m a 3nd year Ph.D. student at the HKUST, advised by Prof. Shuai Wang.
Currently, I’m visiting the Advanced Software Technologies (AST) Lab at ETH Zurich (ETH), advised by Prof. Zhendong Su.

News

• [2023-12] Our Visual Reference prompting benchmark VisualReferPrompt as well as the framework is released, paper.
• [2023-11] Our paper Evaluating C/C++ Vulnerability Detectability of Query-Based Static Application Security Testing Tools is now accepted by TDSC
• [2023-10] Our paper On the Feasibility of Specialized Ability Stealing for Large Language Code Models is now accepted by ICSE’24 (second round)
• [2023-10] Make GPT-4 more consistent when using as evaluators, or even replace it with less powerful model is now applicable Split and Merge: Aligning Position Biases in Large Language Model based Evaluators.
• [2023-09] Our paper about Watermark technique for LLM is now accepted by CCS’23, it is planning to be commercialized.
• [2023-08] Enhance binary similarity with low-cost? See our paper in ICSE’24 (first round).

More thoughts

• Why LLM works? Can they really understand the knowledge in some kind of way?
• How can we build up highly-reliable systems with LLM for code-related tasks?