From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking. - Siyuan Wang; Zhuohan Long; Zhihao Fan; Zhongyu Wei (EMNLP, 2024)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation. - Siyuan Wang; Zhuohan Long; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (COLING, 2025)

How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation. - Zhuohan Long; Siyuan Wang; Shujun Liu; Yuhang Lai; Xuanjing Huang 001; Zhongyu Wei (CoRR, 2025)