cs.AI（2025-01-21）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (8) 支柱八：物理动画 (Physics-based Animation) (1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization	提出基于多模态大语言模型的图结构组合优化方法，提升复杂问题求解能力	large language model multimodal
2	Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET	提出多阶段中间融合方法，利用CT和PET图像进行非小细胞肺癌亚型分类	multimodal
3	ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification	ZKLoRA：为LoRA验证提供高效的零知识证明，保障模型安全与知识产权。	large language model
4	Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications	OneShield Privacy Guard：部署LLM隐私保护框架，提升企业和开源环境下的隐私合规性。	large language model
5	Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL	利用LLM长上下文窗口，提升NL2SQL任务的准确性和效率	large language model
6	LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations	提出LLM辅助的知识图谱补全方法，用于个性化高等教育推荐中的课程和领域建模。	large language model
7	Pushing the Limits of BFP on Narrow Precision LLM Inference	提出DB-Attn框架，加速窄精度LLM推理中非线性Attention运算。	large language model
8	FREYR: A Framework for Recognizing and Executing Your Requests	FREYR：一个用于识别和执行用户请求的模块化框架	large language model

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

#	题目	一句话要点	标签	🔗	⭐
9	Harnessing Generative Pre-Trained Transformer for Datacenter Packet Trace Generation	提出DTG-GPT，利用GPT架构生成逼真数据中心网络包追踪数据，助力未来数据中心优化。	spatiotemporal large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
10	Goal-oriented Transmission Scheduling: Structure-guided DRL with a Unified Dual On-policy and Off-policy Approach	提出结构引导的统一双重策略DRL算法，解决面向目标的无线通信调度问题	DRL

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