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Huazheng Wang's picture
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Huazheng Wang

huazhengwang
http://huazhengwang.github.io
  • wang_huazheng
  • huazhengwang
  • huazheng-wang-28234599

AI & ML interests

Reinforcement Learning, Information Retrieval, LLM Agent.

Organizations

None yet

authored 6 papers 4 months ago

AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

Paper • 2403.04783 • Published Mar 2, 2024 • 2

A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement

Paper • 2410.13828 • Published Oct 17, 2024 • 4

LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking

Paper • 2406.00231 • Published May 31, 2024 • 1

TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling

Paper • 2410.16033 • Published Oct 18, 2024

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems

Paper • 2505.00212 • Published Apr 30 • 9

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28 • 81
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