cs.AI(2026-07-13)

📊 共 21 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) (3) 支柱六:视频提取与匹配 (Video Extraction) (1)

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

#题目一句话要点标签🔗
1 MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models 提出MAGIC以解决多场景导航生成中的一致性与可达性问题 large language model multimodal
2 Valid $\ne$ Necessary: Diagnosing Latent Inefficiency in Chain-of-Thought 提出CAID以解决链式推理中的潜在低效问题 large language model chain-of-thought
3 Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling 利用大型语言模型重现人类路线选择中的偏见 large language model
4 Lesioned Multimodal Language Models Reproduce Aphasic Picture-Naming Patterns 提出多模态语言模型以重现失语症患者的命名错误模式 multimodal
5 The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning 提出TRACE框架以增强多模态推理的证据基础 multimodal
6 OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping 提出OS-Pruner以解决大语言模型推理链冗余问题 large language model chain-of-thought
7 StructAgent: Harness Long-horizon Digital Agents with Unified Causal Structure 提出StructAgent以解决长时间任务执行中的状态管理问题 large language model
8 A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution and Lazy Discovery 提出层次化架构以解决LLM代理工具选择瓶颈问题 large language model
9 Playful AI in Professional Email: A Field Experiment on Tone and Recipient Engagement 探讨AI辅助写作对职场沟通的情感影响 large language model
10 Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction 提出Hourglass推理以解决少样本归纳推理问题 large language model
11 HCRMap: Pressure-Aware Hot-Expert Residency Mapping for 3.5D MoE Chiplet Inference 提出HCRMap以解决3.5D MoE推理中的专家热度不均问题 large language model
12 Omni-Decision: A Progressive Evidence-State Agent System for Omni-Modal QA 提出Omni-Decision以解决多模态QA中的证据追踪问题 multimodal
13 Verifier-Guided Twelve-Tone Composition: A Generate-Verify-Repair Harness for Symbolic Music Generation 提出神经符号框架以解决十二音音乐生成中的一致性问题 large language model
14 The Paternalistic Filter: Epistemic Injustice and Differential Refusal in LLM-Mediated History Education for Marginalized Romanian Students 提出父权主义过滤器以解决边缘化学生的教育不平等问题 large language model
15 Multi-Agent LLMs Fail to Explore Each Other 提出MACE框架以解决多智能体探索不足问题 large language model
16 AMT-X: Phase-Structured Multi-Turn Red-Teaming with Checklist-Gated Evaluation 提出AMT-X框架以解决多轮攻击评估不足问题 large language model
17 BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services 提出BackendForge以评估智能代码生成的可部署性与正确性 large language model

🔬 支柱二:RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗
18 SVR-R1: Bootstrapping Multi-modal Reasoning with Self-verification in Reinforcement Learning 提出SVR-R1以解决多模态推理中的自我验证问题 reinforcement learning multimodal
19 Auditing the Risk Claims of Distributional Reinforcement Learning 审计分布式强化学习的风险声明以验证其真实性 reinforcement learning
20 DeepBias: Adaptive In-depth Probing of Social Biases in LVLMs 提出DeepBias框架以深入探测LVLM中的社会偏见 DPO direct preference optimization

🔬 支柱六:视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗
21 AdvNav: Behavior-Guided Black-Box Adversarial Attacks on Vision-Language Navigation 提出AdvNav以解决视觉语言导航中的黑箱对抗攻击问题 first-person view embodied AI VLN

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