cs.AI（2025-09-21）
📊 共 5 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) (3 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs | seqBench：可调基准测试，量化LLM的序列推理能力极限 | large language model | ||
| 2 | AdaptiveGuard: Towards Adaptive Runtime Safety for LLM-Powered Software | AdaptiveGuard：面向LLM软件的自适应运行时安全防护 | large language model | ✅ | |
| 3 | The Principles of Human-like Conscious Machine | 提出类人意识机器的充分性判据与设计原则，为构建真正类人AI提供理论基础。 | large language model |
🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 4 | Large Language Models as End-to-end Combinatorial Optimization Solvers | 提出基于LLM的端到端组合优化求解器，无需代码生成或调用外部求解器。 | reinforcement learning large language model | ||
| 5 | LLMs as Layout Designers: Enhanced Spatial Reasoning for Content-Aware Layout Generation | LaySPA：增强空间推理能力，利用LLM进行内容感知布局生成 | reinforcement learning spatial relationship large language model |