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Ye Fan

2 accepted papers

2026

CHASE: Contextual History for Adaptive and Simple Exploitation in Large Language Model Jailbreaking

AAAI 2026technical

We propose Contextual History for Adaptive and Simple Exploitation (CHASE), a novel multi-turn method for Large Language Model (LLM) jailbreaking. Rather than directly attack an LLM that may be difficult to jailbreak, CHASE first collects jailbroken histories from an easy-to-jailbreak LLM and then t

Cited by 0SourcePDFScholar
2026

HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design

ICLR 2026poster

This paper investigates the application of Large Language Models (LLMs) in Automated Heuristic Design (AHD), where their integration into evolutionary frameworks reveals a significant gap in global control and long-term learning. We propose the Hindsight-Foresight Prompt (HiFo-Prompt), a novel frame…

Cited by 0SourcecodeScholar