cs.AI（2025-07-10）

📊 共 11 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (8 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#题目一句话要点标签🔗⭐
1 Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach 提出一种模态无关的量子联邦学习方法，用于多模态数据处理。 multimodal
2 Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models 利用微调Llama 3.2模型从急诊分诊记录中提取疫苗信息，提升疫苗安全监测效率。 large language model
3 Reasoning and Behavioral Equilibria in LLM-Nash Games: From Mindsets to Actions 提出LLM-Nash框架，研究LLM驱动的智能体在博弈中的推理与行为均衡 large language model
4 A Dynamic Stackelberg Game Framework for Agentic AI Defense Against LLM Jailbreaking 提出基于动态Stackelberg博弈的Agentic AI防御框架，对抗LLM越狱攻击 large language model
5 Consciousness as a Jamming Phase 将大语言模型中的意识涌现解释为高维无序系统中的临界相变现象。 large language model
6 KP-A: A Unified Network Knowledge Plane for Catalyzing Agentic Network Intelligence 提出KP-A：统一网络知识平面，赋能Agentic网络智能 large language model
7 Overview of the TREC 2023 deep learning track TREC 2023深度学习赛道：基于LLM Prompting的方法超越传统神经网络排序 large language model
8 May I have your Attention? Breaking Fine-Tuning based Prompt Injection Defenses using Architecture-Aware Attacks 提出架构感知攻击，破解基于微调的提示注入防御 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🔗⭐
9 From Curiosity to Competence: How World Models Interact with the Dynamics of Exploration 探索与控制的动态平衡：世界模型驱动智能体自主探索 reinforcement learning world model dreamer
10 Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models Audio Flamingo 3：提出全开放大型音频语言模型，提升音频智能 representation learning chain-of-thought

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
11 AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift 提出自适应感知范式，通过动态调整传感器参数提升AI系统的效率、鲁棒性和公平性。 humanoid multimodal

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