cs.AI（2025-08-25）

📊 共 14 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (11) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (11 篇)

#题目一句话要点标签🔗⭐
1 Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining? 提出Traj-MLLM以解决轨迹数据挖掘的泛化问题 large language model multimodal
2 Unraveling the cognitive patterns of Large Language Models through module communities 提出基于模块社区的框架以揭示大型语言模型的认知模式 large language model foundation model
3 Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding 提出LLM-NAR框架以解决多智能体路径规划问题 large language model
4 Collaborative Intelligence: Topic Modelling of Large Language Model use in Live Cybersecurity Operations 通过主题建模提升大型语言模型在网络安全操作中的应用 large language model
5 Named Entity Recognition of Historical Text via Large Language Model 利用大型语言模型解决历史文本命名实体识别问题 large language model
6 SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting 提出SchemaCoder以解决日志模式提取的自动化问题 large language model
7 How good are LLMs at Retrieving Documents in a Specific Domain? 提出自动化方法以提升特定领域文档检索能力 large language model
8 A Systematic Approach to Predict the Impact of Cybersecurity Vulnerabilities Using LLMs 提出TRIAGE以自动预测网络安全漏洞影响 large language model
9 Database Normalization via Dual-LLM Self-Refinement 提出Miffie框架以实现数据库规范化的自动化 large language model
10 LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios 提出系统化分类框架以优化LLM驱动的智能推理 large language model
11 RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System 提出RubikSQL以解决工业NL2SQL中的隐式意图和领域术语问题 chain-of-thought

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

#题目一句话要点标签🔗⭐
12 The Computational Complexity of Satisfiability in State Space Models 分析状态空间模型中可满足性问题的计算复杂性 SSM state space model
13 The AI Data Scientist 提出AI数据科学家以提升数据分析效率 predictive model large language model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
14 Generic Guard AI in Stealth Game with Composite Potential Fields 提出通用守卫AI框架以解决隐身游戏中的巡逻行为问题 occupancy grid

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