cs.AI（2025-01-26）

📊 共 7 篇论文 | 🔗 2 篇有代码

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#	题目	一句话要点	标签	🔗
1	Regulating Multifunctionality	针对多功能AI监管难题，提出基于管理的风险控制与动态监管策略	foundation model
2	Efficient and Trustworthy Block Propagation for Blockchain-enabled Mobile Embodied AI Networks: A Graph Resfusion Approach	提出基于图Resfusion模型的区块链使能移动具身AI网络高效可信区块传播方法	embodied AI
3	Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion	提出基于扩散模型的层级负采样方法，提升多模态知识图谱补全效果	multimodal	✅
4	Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval	提出Diffusion Augmented Retrieval (DAR)，无需微调即可实现交互式文本到图像检索。	large language model multimodal
5	Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning	从雪球误差到正确推理概率：重新思考外部慢思考机制	large language model	✅

#	题目	一句话要点	标签	🔗	⭐
6	Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning	提出一种无需专家知识的多智能体强化学习在线迁移学习方法	reinforcement learning DRL
7	Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination	提出一种融合通信与协作的去中心化多智能体强化学习框架，解决动态环境下的复杂任务。	reinforcement learning