BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting. - Rui Pu; Chaozhuo Li; Rui Ha; Litian Zhang; Lirong Qiu; Xi Zhang 008 (EMNLP, 2024)

Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs. - Rui Pu; Chaozhuo Li; Rui Ha; Zejian Chen; Litian Zhang; Zheng Liu 011; Lirong Qiu; Xi Zhang 008 (CoRR, 2024)

MirrorGuard: Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting. - Rui Pu; Chaozhuo Li; Rui Ha; Litian Zhang; Lirong Qiu; Xi Zhang 008 (CoRR, 2025)

Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning. - Rui Pu; Chaozhuo Li; Rui Ha; Litian Zhang; Lirong Qiu; Xi Zhang 008 (CoRR, 2025)

From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in Large Reasoning Models via Decoupled Reasoning and Control. - Rui Ha; Chaozhuo Li; Rui Pu; Sen Su (CoRR, 2025)