Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning. - Mai H. Nguyen; Jessica Block; Daniel Crawl; Vincent Siu; Akshit Bhatnagar; Federico Rodríguez; Alison Kwan; Namrita Baru; Ilkay Altintas (IEEE BigData, 2018)

COSMIC: Generalized Refusal Direction Identification in LLM Activations. - Vincent Siu; Nicholas Crispino; Zihao Yu; Sam Pan; Zhun Wang; Yang Liu 165; Dawn Song; Chenguang Wang 001 (ACL (Findings), 2025)

AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. - Zhun Wang; Vincent Siu; Zhe Ye; Tianneng Shi; Yuzhou Nie; Xuandong Zhao; Chenguang Wang 001; Wenbo Guo 002; Dawn Song (CoRR, 2025)