作者位次 #4/7ICML 2026Poster· Social Aspects / Safety
ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models
Jiahui Guang · Haiyan Wang · Yingjie Zhu · Cuiyun Gao · Jing Li · Di Shao · Zhaoquan Gu
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Jiahui Guang · Haiyan Wang · Yingjie Zhu · Cuiyun Gao · Jing Li · Di Shao · Zhaoquan Gu
Yiming Huang · Zhenbo Shi · Xin-Cheng Wen · Jichuan Zeng · Cuiyun Gao · Peiyi Han · Chuanyi Liu
Unsupervised reinforcement learning (RL) has emerged as a promising paradigm for enabling self-improvement in large language models (LLMs). However, existing unsupervised RL-based methods often lack the capacity to adapt to the model’s evolving reasoning capabilities during training. Therefore, t...
Yiming Huang · Zhenbo Shi · Shuzheng Gao · Cuiyun Gao · Peiyi Han · Chuanyi Liu
Reinforcement Learning with Verifiable Rewards (RLVR) is an essential paradigm that enhances the reasoning capabilities of Large Language Models (LLMs). However, existing methods typically rely on static policy optimization schemes that misalign with the model’s evolving reasoning capabilities. T...