cs.AI（2025-10-17）

📊 共 7 篇论文

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	Exploring the Synergy of Quantitative Factors and Newsflow Representations from Large Language Models for Stock Return Prediction	融合量化因子与大语言模型新闻流表征，提升股票收益预测精度	large language model multimodal
2	Publication Trend Analysis and Synthesis via Large Language Model: A Case Study of Engineering in PNAS	提出基于LLM的框架，用于量化主题趋势并绘制科学知识演变图谱	large language model
3	Zero-Shot Coordination in Ad Hoc Teams with Generalized Policy Improvement and Difference Rewards	提出GPAT算法，通过广义策略提升和差异奖励实现Ad Hoc团队零样本协作	zero-shot transfer
4	Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism	提出Thoth，利用结构化奖励机制生成生物实验协议，提升可复现性。	large language model
5	BeLLMan: Controlling LLM Congestion	BeLLMan：通过主动控制LLM输出长度缓解拥塞，降低延迟和能耗。	large language model
6	Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions	提出基于LLM Agent与知识图谱交互的多维数据分析方法，用于产品生态分析。	large language model

#	题目	一句话要点	标签	🔗	⭐
7	Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors	提出多模态超图对比注意力网络MM-HCAN，用于电机多故障诊断。	contrastive learning multimodal