cs.AI（2025-08-11）

📊 共 13 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (11 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

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

#	题目	一句话要点	标签	🔗	⭐
1	VGGSounder: Audio-Visual Evaluations for Foundation Models	提出VGGSounder以解决VGGSound数据集的评估局限性	foundation model
2	RedDino: A foundation model for red blood cell analysis	提出RedDino以解决红细胞分析的挑战	foundation model	✅
3	FEAT: A Multi-Agent Forensic AI System with Domain-Adapted Large Language Model for Automated Cause-of-Death Analysis	提出FEAT系统以解决法医死亡原因分析中的挑战	large language model
4	SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering	提出SynLLM框架以生成高质量医疗合成数据	large language model
5	StreetReaderAI: Making Street View Accessible Using Context-Aware Multimodal AI	提出StreetReaderAI以解决盲人用户无法访问街景的问题	multimodal
6	GVGAI-LLM: Evaluating Large Language Model Agents with Infinite Games	提出GVGAI-LLM以评估大语言模型在无限游戏中的推理能力	large language model
7	Large Language Models as Oracles for Ontology Alignment	利用大型语言模型解决本体对齐问题	large language model
8	Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations	提出LLM-TUP以解决用户偏好建模不足问题	large language model TAMP
9	OverFill: Two-Stage Models for Efficient Language Model Decoding	提出OverFill以解决大语言模型解码效率问题	large language model	✅
10	A Data-driven ML Approach for Maximizing Performance in LLM-Adapter Serving	提出数据驱动的机器学习方法以优化LLM适配器服务性能	large language model	✅
11	Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents	提出SkillNav框架以解决视觉语言导航中的技能泛化问题	VLN

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

#	题目	一句话要点	标签	🔗	⭐
12	Generating Query-Relevant Document Summaries via Reinforcement Learning	提出ReLSum以解决电商搜索引擎文档摘要生成问题	reinforcement learning large language model
13	ThinkTuning: Instilling Cognitive Reflections without Distillation	提出ThinkTuning以提升模型推理能力	distillation	✅

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