Vincent Siu

According to our database, Vincent Siu authored at least 8 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Peer-Preservation in Frontier Models.

Yujin Potter, Nicholas Crispino, Vincent Siu, Chenguang Wang, Dawn Song

CoRR, April, 2026

A Framework for Formalizing LLM Agent Security.

Vincent Siu, Jingxuan He, Kyle Montgomery, Zhun Wang, Neil Gong, Chenguang Wang, Dawn Song

CoRR, March, 2026

2025

SteeringControl: Holistic Evaluation of Alignment Steering in LLMs.

Vincent Siu, Nicholas Crispino, David Park, Nathan W. Henry, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang

CoRR, September, 2025

RepIt: Representing Isolated Targets to Steer Language Models.

Vincent Siu, Nathan W. Henry, Nicholas Crispino, Yang Liu, Dawn Song, Chenguang Wang

CoRR, September, 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, Wenbo Guo, Dawn Song

CoRR, May, 2025

AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents.

Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

COSMIC: Generalized Refusal Direction Identification in LLM Activations.

Vincent Siu, Nicholas Crispino, Zihao Yu, Sam Pan, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2018

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

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018