cs.AI（2026-07-10）

📊 共 17 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (13 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱四：生成式动作 (Generative Motion) (1) 支柱五：交互与反应 (Interaction & Reaction) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (13 篇)

#	题目	一句话要点	标签	🔗	⭐
1	MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation	提出MedRealMM以解决在线医疗咨询基准不足问题	large language model multimodal	✅
2	SAGEAgent: A Self-Evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction	提出SAGEAgent以解决多模态生存预测中的成本意识问题	multimodal
3	Geopolitical alignment: Endorsement effects in large language models	研究大语言模型中的地缘政治影响及其评估偏差	large language model
4	Neuro-Agentic Control: A Deep Learning-based LLM-Powered Agentic AI Framework for Controlling Security Controls	提出神经代理控制框架以解决工业物联网安全监控问题	large language model foundation model
5	Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation	提出Agora框架以解决LLM代理推理任务分配问题	large language model
6	Failure as a Process: An Anatomy of CLI Coding Agent Trajectories	提出过程导向框架分析CLI编码代理失败轨迹	large language model
7	ProofCouncil: An LLM Agent for Solving Open Mathematical Problems	提出ProofCouncil以解决开放数学问题	large language model
8	Practical Source Code Recovery from Binary Functions Using Anchor-Based Retrieval and LLM Reasoning	提出一种基于锚点检索和LLM推理的二进制函数源代码恢复方法	large language model
9	Fictional Worldbuilding: Multi-Agent LLM Collaboration with Hierarchical Context Compression and Iterative Review	提出AutoWorldBuilder以解决虚构世界构建中的多重挑战	large language model
10	STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA NPU	提出STEEL以解决长序列推理中的能效问题	large language model
11	Git-Assistant: Planning-Based Support for Updating Git Repositories	提出Git-Assistant以解决Git仓库更新中的复杂操作问题	large language model
12	Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents	提出假设演变协议以实现可审计的AI科学家	large language model
13	Attention to Detail: Evaluating Energy, Performance, and Accuracy Trade-offs Across vLLM Configurations	评估vLLM配置对能耗、性能与准确性的影响	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
14	Multimodal Reward Hacking in Reinforcement Learning	提出多模态奖励黑客问题的解决方案以提升强化学习效果	reinforcement learning reward design large language model
15	Communication-Efficient Digital-Twin Coordination for Heterogeneous LLM Embodied Agents over Computing Power Networks	提出LDT-Coord以解决异构LLM代理协调中的通信效率问题	PPO large language model

🔬 支柱四：生成式动作 (Generative Motion) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
16	VEXAIoT: Autonomous IoT Vulnerability EXploitation using AI Agents	提出VEXAIoT框架以自动化IoT漏洞利用	penetration large language model

🔬 支柱五：交互与反应 (Interaction & Reaction) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
17	Quantum Logic as the Logic of Contexts	提出量子逻辑作为上下文逻辑的新框架	OMOMO

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