cs.LG（2025-04-05）

📊 共 10 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) (6) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗1) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (6 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Improving Early Prediction of Type 2 Diabetes Mellitus with ECG-DiaNet: A Multimodal Neural Network Leveraging Electrocardiogram and Clinical Risk Factors	提出ECG-DiaNet以提升2型糖尿病早期预测准确性	multimodal
2	TrafficLLM: Enhancing Large Language Models for Network Traffic Analysis with Generic Traffic Representation	TrafficLLM：通过通用流量表示增强大型语言模型用于网络流量分析	large language model
3	Foundation Models for Time Series: A Survey	综述Transformer时间序列基础模型，提出新颖分类法并分析未来研究方向。	foundation model
4	AttackLLM: LLM-based Attack Pattern Generation for an Industrial Control System	提出AttackLLM，利用LLM生成工控系统攻击模式，提升异常检测鲁棒性。	large language model
5	SpecPipe: Accelerating Pipeline Parallelism-based LLM Inference with Speculative Decoding	SpecPipe：利用推测解码加速基于流水线并行的LLM推理	large language model
6	How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs	探索LoRA微调在LLM重排序中的作用机制，揭示相关性信号的学习与应用方式	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	🔗	⭐
7	MInCo: Mitigating Information Conflicts in Distracted Visual Model-based Reinforcement Learning	MInCo：缓解视觉模型强化学习中信息冲突，提升抗干扰能力	reinforcement learning latent dynamics representation learning	✅
8	OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning	OrbitZoo：基于高保真轨道环境的强化学习挑战平台，解决空间资源优化问题	reinforcement learning
9	Impact of Price Inflation on Algorithmic Collusion Through Reinforcement Learning Agents	研究表明：通货膨胀通过强化学习算法加剧价格合谋	reinforcement learning

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
10	Foundation Models for Environmental Science: A Survey of Emerging Frontiers	综述性论文：环境科学中的Foundation Model，探索新兴前沿应用	spatiotemporal foundation model

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