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20242026
most citedReinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs

1 citations · 1 across the 6 of their papers we have counts for

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cs.AI2025

EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment

Ruoxi Cheng, Haoxuan Ma, Teng Ma +1

Large Vision-Language Models (LVLMs) exhibit powerful reasoning capabilities but suffer sophisticated jailbreak vulnerabilities. Fundamentally, aligning LVLMs is not just a safety…

cs.CL2025

Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment

Ruoxi Cheng, Haoxuan Ma, Weixin Wang +7

Alignment is vital for safely deploying large language models (LLMs). Existing techniques are either reward-based (training a reward model on preference pairs and optimizing with r…