cs.AI（2025-06-19）

📊 共 20 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (14 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (4) 支柱五：交互与反应 (Interaction & Reaction) (1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗⭐
1 Refine-POI: Reinforcement Fine-Tuned Large Language Models for Next Point-of-Interest Recommendation 提出Refine-POI以解决POI推荐中的数据不匹配问题 large language model
2 Advancing Harmful Content Detection in Organizational Research: Integrating Large Language Models with Elo Rating System 提出基于Elo评分系统的方法以提升有害内容检测 large language model
3 Large Language Models are Near-Optimal Decision-Makers with a Non-Human Learning Behavior 研究表明大型语言模型在决策中接近最优但学习行为非人类化 large language model
4 IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks 提出IS-Bench以解决VLM驱动的智能体交互安全问题 embodied AI chain-of-thought ✅
5 Evaluating VisualRAG: Quantifying Cross-Modal Performance in Enterprise Document Understanding 提出量化框架以提升企业文档理解中的跨模态性能 foundation model multimodal
6 LLMs in Coding and their Impact on the Commercial Software Engineering Landscape 提出代码生成工具的安全审查机制以应对软件工程中的风险 large language model
7 Evaluating the Use of LLMs for Documentation to Code Traceability 评估大型语言模型在文档与代码追踪中的应用潜力 large language model
8 TrainVerify: Equivalence-Based Verification for Distributed LLM Training 提出TrainVerify以解决分布式大语言模型训练的验证问题 large language model
9 SemAgent: A Semantics Aware Program Repair Agent 提出SemAgent以解决程序修复中的语义理解问题 large language model
10 A Community-driven vision for a new Knowledge Resource for AI 提出社区驱动的知识资源框架以解决AI知识缺口问题 large language model
11 AI-Driven Tools in Modern Software Quality Assurance: An Assessment of Benefits, Challenges, and Future Directions 提出AI驱动工具以解决现代软件质量保证中的挑战 large language model
12 Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support 探讨情感支持机器人与人类治疗师对话的相似性与响应机制 large language model
13 Explainable Rule Application via Structured Prompting: A Neural-Symbolic Approach 提出结构化提示框架以解决法律分析中的规则应用问题 large language model
14 LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research 提出LMR-BENCH以评估LLM代理在语言建模研究中的代码重现能力 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
15 GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks 提出GFlowGR框架以解决生成推荐中的曝光偏差问题 DPO direct preference optimization large language model
16 Dual-Objective Reinforcement Learning with Novel Hamilton-Jacobi-Bellman Formulations 提出双目标强化学习以解决约束条件下的策略优化问题 reinforcement learning PPO
17 Quantum Artificial Intelligence for Secure Autonomous Vehicle Navigation: An Architectural Proposal 提出量子人工智能架构以解决自主车辆导航安全问题 reinforcement learning multimodal
18 Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching 提出条件流匹配以改善构音障碍语音的可懂性 flow matching

🔬 支柱五：交互与反应 (Interaction & Reaction) (1 篇)

#题目一句话要点标签🔗⭐
19 PPMI: Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases 提出PPMI以解决用户隐私保护与LLM交互问题 OMOMO large language model chain-of-thought

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
20 PRISON: Unmasking the Criminal Potential of Large Language Models 提出PRISON框架以评估大型语言模型的犯罪潜力 manipulation large language model

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