AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
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2403.04783
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Published
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2
Huazheng Wang
huazhengwang
AI & ML interests
Reinforcement Learning, Information Retrieval, LLM Agent.
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Sliding Window Attention Adaptation
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AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
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A Common Pitfall of Margin-based Language Model Alignment: Gradient
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A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
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2410.13828
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4
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
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2406.00231
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1
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
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2410.16033
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Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
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2505.00212
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9
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence
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2507.21046
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83