cs.AI（2025-02-12）

📊 共 19 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (17 🔗1) 支柱一：机器人控制 (Robot Control) (1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Graph Foundation Models for Recommendation: A Comprehensive Survey	综述图基础模型在推荐系统中的应用，整合GNN与LLM优势以提升推荐性能。	large language model foundation model
2	Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies	通过解释、来源和不一致性来促进对大型语言模型的适当依赖	large language model
3	Neuromorphic Principles for Efficient Large Language Models on Intel Loihi 2	提出基于Loihi 2神经形态芯片的无MatMul大语言模型，实现高效推理	large language model
4	Interactive Sketchpad: A Multimodal Tutoring System for Collaborative, Visual Problem-Solving	提出交互式绘图板，结合语言和视觉反馈的多模态辅导系统	multimodal	✅
5	From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework	提出一种知识增强的LLM框架，用于从PowerPoint UI草图自动生成Web GIS应用。	large language model chain-of-thought
6	AuPair: Golden Example Pairs for Code Repair	AuPair：利用黄金示例对进行代码修复，提升大语言模型性能	large language model
7	Improving Existing Optimization Algorithms with LLMs	利用大型语言模型改进现有优化算法，提升组合优化性能	large language model
8	Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model	提出CoALM以解决多轮对话与工具使用的统一问题	large language model
9	Ensemble based approach to quantifying uncertainty of LLM based classifications	提出基于集成方法的LLM分类不确定性量化方案	large language model
10	Haunted House: A text-based game for comparing the flexibility of mental models in humans and LLMs	提出“鬼屋”文本游戏，用于对比人类与LLM在心智模型灵活性上的差异	large language model
11	AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society	AgentSociety：大规模LLM驱动的生成式Agent模拟，促进对人类行为和社会理解	large language model
12	YNote: A Novel Music Notation for Fine-Tuning LLMs in Music Generation	提出YNote：一种用于微调LLM音乐生成的新型音乐符号表示方法	large language model
13	Modification and Generated-Text Detection: Achieving Dual Detection Capabilities for the Outputs of LLM by Watermark	提出基于水印的LLM输出双重检测方法，实现修改检测与生成文本检测	large language model
14	ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning	ACCESS：一个用于抽象因果事件发现和推理的基准数据集。	large language model
15	Bridging the Safety Gap: A Guardrail Pipeline for Trustworthy LLM Inferences	提出Wildflare GuardRail，增强LLM推理安全性和可靠性的防护管线。	large language model
16	Generative AI and Empirical Software Engineering: A Paradigm Shift	生成式AI重塑实证软件工程：范式转变与研究挑战	large language model
17	Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based Approach	提出一种基于LLM的知识图谱实体链接方法，提升加密资产溯源标签的准确性。	large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
18	Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning	提出SCPL算法，通过显著性不变一致性策略学习提升视觉强化学习泛化能力	manipulation reinforcement learning policy learning

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
19	Centrally Coordinated Multi-Agent Reinforcement Learning for Power Grid Topology Control	提出中心协调多智能体强化学习，用于解决电力网络拓扑控制难题	reinforcement learning

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