cs.AI（2025-08-31）

📊 共 23 篇论文 | 🔗 2 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (6) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

#题目一句话要点标签🔗⭐
1 A Multimodal GUI Architecture for Interfacing with LLM-Based Conversational Assistants 提出多模态GUI架构以实现与LLM对话助手的交互 large language model multimodal ✅
2 Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation 提出因果多智能体模型以解决复杂因果推理问题 large language model
3 ForensicsData: A Digital Forensics Dataset for Large Language Models 提出ForensicsData以解决数字取证数据集匮乏问题 large language model
4 Who Gets Left Behind? Auditing Disability Inclusivity in Large Language Models 提出无障碍审计基准以解决大型语言模型的包容性问题 large language model
5 MVRS: The Multimodal Virtual Reality Stimuli-based Emotion Recognition Dataset 提出MVRS数据集以解决多模态情感识别数据不足问题 multimodal
6 Towards Repository-Level Program Verification with Large Language Models 提出RVBench与RagVerus以解决软件仓库级程序验证问题 large language model
7 UrbanInsight: A Distributed Edge Computing Framework with LLM-Powered Data Filtering for Smart City Digital Twins 提出UrbanInsight框架以解决城市数据处理效率问题 large language model multimodal
8 OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination 提出OmniDPO框架以解决多模态幻觉问题 large language model multimodal
9 Ultra Strong Machine Learning: Teaching Humans Active Learning Strategies via Automated AI Explanations 提出LENS以解决人类学习策略的自动化解释问题 large language model ✅
10 SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs 提出SATQuest以解决LLMs逻辑推理评估与增强问题 large language model
11 Efficient Graph Understanding with LLMs via Structured Context Injection 提出结构化上下文注入以提升图理解能力 large language model
12 The Name-Free Gap: Policy-Aware Stylistic Control in Music Generation 提出无名间隙以实现音乐生成中的风格控制 large language model
13 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 提出以代理为中心的数据系统架构以支持大语言模型 large language model
14 A Hybrid Ai Framework For Strategic Patent Portfolio Pruning: Integrating Learning To-Rank And Market Need Analysis For Technology Transfer Optimization 提出混合智能框架以优化专利组合修剪 large language model
15 Accelerating Latency-Critical Applications with AI-Powered Semi-Automatic Fine-Grained Parallelization on SMT Processors 提出AI驱动的半自动细粒度并行化方法以提升延迟关键应用性能 large language model
16 RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring 提出RAG-PRISM框架以解决快速个性化技能培训问题 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (6 篇)

#题目一句话要点标签🔗⭐
17 Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning 提出ReaL-TG框架以实现可解释的时间图链接预测 reinforcement learning large language model
18 Clone What You Can't Steal: Black-Box LLM Replication via Logit Leakage and Distillation 提出黑箱LLM复制方法以应对API安全漏洞 distillation large language model
19 Adaptive Vehicle Speed Classification via BMCNN with Reinforcement Learning-Enhanced Acoustic Processing 提出基于BMCNN和强化学习的自适应车辆速度分类方法以应对交通拥堵问题 reinforcement learning PPO TD3
20 CoreThink: A Symbolic Reasoning Layer to reason over Long Horizon Tasks with LLMs 提出CoreThink以解决长时间任务推理问题 reinforcement learning instruction following
21 TinyMusician: On-Device Music Generation with Knowledge Distillation and Mixed Precision Quantization 提出TinyMusician以解决边缘设备音乐生成问题 distillation
22 It's-A-Me, Quantum Mario: Scalable Quantum Reinforcement Learning with Multi-Chip Ensembles 提出多芯片集成框架以解决量子强化学习的可扩展性问题 reinforcement learning

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
23 Integrated Simulation Framework for Adversarial Attacks on Autonomous Vehicles 提出集成仿真框架以应对自动驾驶车辆的对抗攻击问题 manipulation

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