Chengzhi Li

The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in LLMs

This work focuses on a continuation-triggered jailbreak phenomenon, whereby simply relocating a continuation-triggered instruction suffix can substantially increase jailbreak success rates and proposes Head Competition Steering (HCS), a mechanistically grounded inference-time strategy that explicitly leverages the comp...