Scholar
Buyun Liang
Google Scholar ID: jXnAG9wAAAAJ
University of Pennsylvania
Citations & Impact
Citations
45
H-index
5
i10-index
1
Publications
11
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- - SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations, NeurIPS 2025
- - KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs, arXiv preprint arXiv:2502.05223 (2025)
- - NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning, OPT 2022
- - Optimization for Robustness Evaluation beyond ℓp Metrics, ICASSP 2023 & OPT 2022
- - Implications of Solution Patterns on Adversarial Robustness, CVPR Workshop 2023
Research Experience
- Before joining Penn, obtained a M.S. degree at the University of Minnesota, Twin Cities, and engaged in multiple research projects.
Education
- - Ph.D. in Computer and Information Science, University of Pennsylvania, advised by Prof. René Vidal
- - M.S. in Computer Science, University of Minnesota, Twin Cities, advised by Prof. Ju Sun
- - M.S. in Materials Science, University of Minnesota, Twin Cities, advised by Prof. J. Ilja Siepmann
- - B.S. in Physics, Nanjing University
Background
- Research interests span Trustworthy AI, Large Language Models, Optimization for AI, and AI for Science.
Miscellany
- Personal interests include powerlifting, with notable achievements in several USA Powerlifting Championships.
