cs.AI（2024-12-31）

📊 共 9 篇论文

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application	综述：机器学习方法在多模态脑电临床应用中的系统性研究	multimodal
2	Automatically Planning Optimal Parallel Strategy for Large Language Models	提出一种自动并行算法，为大规模语言模型规划最优并行策略，提升训练吞吐量。	large language model
3	Enabling New HDLs with Agents	提出HDLAgent，提升LLM在新型硬件描述语言上的应用能力	large language model
4	MCP-Solver: Integrating Language Models with Constraint Programming Systems	MCP-Solver：通过模型上下文协议集成语言模型与约束编程系统	large language model
5	Adventures in Demand Analysis Using AI	利用AI多模态表征改进需求分析，提升价格弹性估计的准确性。	multimodal
6	SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code	SPDZCoder：结合专家知识与LLM生成隐私计算代码，无需额外训练数据。	large language model
7	The Potential of LLMs in Automating Software Testing: From Generation to Reporting	提出基于LLM的智能体框架，自动化软件测试流程，提升测试效率。	large language model

#	题目	一句话要点	标签	🔗	⭐
8	Generative Emergent Communication: Large Language Model is a Collective World Model	提出生成式涌现通信框架，解释大语言模型如何学习集体世界模型。	reinforcement learning world model large language model
9	Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization	Prom：提升代码分析与优化中部署时预测模型的鲁棒性	predictive model