cs.AI（2026-09-17）

📊 共 25 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (7) 支柱七：动作重定向 (Motion Retargeting) (1)

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

#	题目	一句话要点	标签	🔗	⭐
1	A Unified Evaluation Framework for Trustworthy Large Language Models, Agentic AI, and Multimodal Systems	提出统一评估框架以提升大型语言模型的可信度	large language model multimodal
2	Geopolitical Divisions Across Languages in Large Language Models	揭示语言对AI模型政治偏见的影响	large language model
3	E-AVI: Evidence-Grounded Multimodal Assessment for Automated Video Interviews	提出E-AVI框架以解决自动视频面试评估的局限性	multimodal
4	Integrating knowledge from case reports: a medical ontology based multimodal information system with structured summary	提出多模态信息系统以解决医学案例报告信息检索问题	multimodal
5	Large Language Model Agents for Evidence Based Genetic Disease Severity Classification	提出自主AI代理以解决遗传疾病严重性分类问题	large language model
6	From Intent to Action: Benchmarking LLM Safety in Vehicle Voice Command Authorization	提出202场景基准以解决车辆语音指令授权安全问题	large language model
7	Language-model groups overstate consensus when replaying human deliberation on a reasoning task	提出基于语言模型的群体共识评估方法以解决人类推理任务的偏差问题	large language model
8	Accelerating Sharded Data Parallelism at Scale with Federated Learning	提出FL+FSDP和FL+HSDP以解决大规模数据并行通信开销问题	foundation model
9	MaSCoD: A Multi-Agent Framework for Structural-Context-Guided Candidate Causal Graph Generation	提出MaSCoD框架以解决因果图生成中的遗漏问题	large language model
10	Rethinking Multi-Agent Collaboration: When More Is Less	提出SAIGE机制以优化多智能体协作效率	large language model
11	DataCanvas-EDU: An Agentic Framework for Instructor-Guided Synthetic Data Generation in Business Analytics Education	提出DataCanvas-EDU框架以解决商业分析教育中的数据生成问题	large language model	✅
12	A Unified Evaluation Framework for Trustworthy Large Language Models, Agentic AI, and Multimodal Systems	提出统一评估框架以提升大型语言模型的可信度	large language model multimodal
13	Decoupling Internal Representational Changes and Causal Importance in Fine-Tuned Large Language Models	探讨微调如何影响大型语言模型的内部表示与因果重要性	large language model
14	RBS-Attention: Radius-Bounded Sparse Prefill for Long-Context Large Language Models	提出RBS-Attention以解决长上下文大语言模型的稀疏预填充问题	large language model
15	Large Language Model Agents for Evidence Based Genetic Disease Severity Classification	提出自主AI代理以解决遗传疾病严重性分类问题	large language model
16	Can Agents Design Better Chips with a Higher Level Abstraction?	提出基于代理的高层次抽象芯片设计方法以提升设计效率	large language model	✅
17	Rethinking Multi-Agent Collaboration: When More Is Less	提出SAIGE机制以优化多智能体协作效率	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (7 篇)

#	题目	一句话要点	标签	🔗	⭐
18	Fingerprinting Multimodal Large Language Models	提出多模态模型指纹技术以解决模型所有权保护问题	distillation large language model multimodal
19	FreqCondNorm: Towards Cross-domain Predictive Maintenance through a Frequency-Conditioned Transformer Foundation Model	提出FreqCondNorm以解决跨域预测维护中的数据转移问题	contrastive learning foundation model
20	Continual Enterprise World Model Discovery in Dynamic Systems	提出持续企业世界模型发现以应对动态系统中的业务规则挑战	world model world models
21	Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis	提出Live-ProsodyJudge以解决传统TTS评估不足问题	reinforcement learning large language model
22	UnifiedPlayers: Enhance Tool-Integrated Reasoning in Agentic Reinforcement Learning	提出UnifiedPlayers以解决工具集成推理中的协调挑战	reinforcement learning
23	DART: Distillation-Aware Reparameterization for Training-Free LoRA Reuse in Few-Step Video Diffusion Models	提出DART以解决视频生成中LoRA重用问题	distillation
24	Agentic AI Networking for Heterogeneous Unmanned Aerial Systems in Low-Altitude Wireless Networks	提出层次化混合大语言模型与多智能体强化学习架构以解决低空无线网络中的异构无人机系统协调问题	reinforcement learning large language model

🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
25	CaLR: Causal Latent Revision for Robust Diffusion Reasoning	提出Causal Latent Revision以解决推理中的因果结构问题	latent optimization

⬅️ 返回 cs.AI 首页 · 🏠 返回主页