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20222026
most citedRobust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions

1 citations · 1 across the 5 of their papers we have counts for

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cs.CL2026

OpenSkillRisk: Benchmarking Agent Safety When Using Real-World Risky Third-Party Skills

Qiyuan Liu, Tingfeng Hui, Kun Zhan +2

LLM-based agents leverage third-party skills to extend their capabilities in open-world scenarios. However, third-party skills can introduce extra security vulnerabilities, as seem…

cs.CL2025

Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey

Qiyuan Liu, Hao Xu, Xuhong Chen +3

Reward models (RMs) play a critical role in enhancing the reasoning performance of LLMs. For example, they can provide training signals to finetune LLMs during reinforcement learni…