cs.AI（2025-05-06）

📊 共 32 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) (22 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (7 🔗2) 支柱五：交互与反应 (Interaction & Reaction) (1 🔗1) 支柱三：空间感知与语义 (Perception & Semantics) (1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (22 篇)

#题目一句话要点标签🔗⭐
1 Holmes: Automated Fact Check with Large Language Models 提出Holmes框架以解决多模态虚假信息检测问题 large language model multimodal
2 Can Large Language Models Predict Parallel Code Performance? 利用大型语言模型预测并行代码性能以解决GPU性能评估问题 large language model
3 LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration 提出LogiDebrief以解决911呼叫评估效率低下问题 large language model
4 OSUniverse: Benchmark for Multimodal GUI-navigation AI Agents 提出OSUniverse基准以评估多模态GUI导航AI代理的能力 multimodal ✅
5 Validating the Effectiveness of a Large Language Model-based Approach for Identifying Children's Development across Various Free Play Settings in Kindergarten 提出基于大型语言模型的方法以评估幼儿园儿童发展 large language model
6 Synthline: A Product Line Approach for Synthetic Requirements Engineering Data Generation using Large Language Models 提出Synthline以解决需求工程数据稀缺问题 large language model
7 LlamaFirewall: An open source guardrail system for building secure AI agents 提出LlamaFirewall以解决AI代理安全风险问题 large language model chain-of-thought
8 AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning 提出持久工作流提示以解决科学论文同行评审问题 large language model multimodal
9 Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces 提出基于RAG的能力驱动技能生成方法以提升自动化系统开发效率 large language model
10 Prism: Unleashing GPU Sharing for Cost-Efficient Multi-LLM Serving 提出Prism以解决多LLM服务中的GPU共享效率问题 large language model
11 Binding threshold units with artificial oscillatory neurons 提出人工振荡神经元耦合阈值单元以提升神经编码能力 large language model
12 am-ELO: A Stable Framework for Arena-based LLM Evaluation 提出am-ELO以解决ELO评分系统不稳定问题 large language model
13 Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents 提出语义记忆与联想学习系统以增强LLM智能 large language model
14 Graph Drawing for LLMs: An Empirical Evaluation 通过图形绘制提升LLM在图相关任务中的表现 large language model
15 A Hashgraph-Inspired Consensus Mechanism for Reliable Multi-Model Reasoning 提出一种Hashgraph启发的共识机制以解决多模型推理中的不一致问题 large language model
16 STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game 提出STORY2GAME以生成互动小说游戏的所有元素 large language model
17 Domain Adversarial Training for Mitigating Gender Bias in Speech-based Mental Health Detection 提出领域对抗训练以缓解语音心理健康检测中的性别偏见 foundation model
18 RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation 提出RAG-MCP以解决大型语言模型工具选择中的提示膨胀问题 large language model
19 Accelerating Evolution: Integrating PSO Principles into Real-Coded Genetic Algorithm Crossover 提出PSOX交叉操作以加速实数编码遗传算法的收敛 multimodal
20 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral 提出DocSpiral以解决图像文档结构化数据提取问题 large language model
21 Patterns and Mechanisms of Contrastive Activation Engineering 提出对比激活工程以优化大型语言模型输出控制 large language model
22 Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering 通过混沌工程提升LLM多智能体系统的鲁棒性 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🔗⭐
23 Artificial Behavior Intelligence: Technology, Challenges, and Future Directions 提出人工行为智能框架以解决人类行为理解挑战 distillation large language model foundation model
24 X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains 提出X-Reasoner以解决多模态与领域间推理能力不足问题 reinforcement learning multimodal chain-of-thought
25 GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype 提出GRAPE以解决基因扰动预测中的信息利用不足问题 representation learning large language model
26 Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation 提出Mamba-Diffusion模型以解决符号音乐生成问题 Mamba classifier-free guidance ✅
27 Decentralized Distributed Proximal Policy Optimization (DD-PPO) for High Performance Computing Scheduling on Multi-User Systems 提出DD-PPO以解决高性能计算调度问题 reinforcement learning PPO
28 The Steganographic Potentials of Language Models 探讨语言模型的隐写潜力以应对AI代理的挑战 reinforcement learning large language model
29 Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation 提出Rainbow Delay Compensation以解决多智能体系统中的观察延迟问题 reinforcement learning ✅

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

#题目一句话要点标签🔗⭐
30 CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics 提出CombiBench以解决组合数学基准测试不足问题 IMoS large language model ✅

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
31 Augmenting Human Cognition through Everyday AR 提出基于AR的认知增强方法以提升人类任务表现 affordance multimodal

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
32 Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability 提出BAM框架以揭示和操控人类感知变异性 manipulation

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