A survey on large language model based autonomous agents

Lei Wang, Chen Ma, Xueyang Feng, +10

Frontiers of Computer Science

Artificial IntelligenceEngineeringWeb KnowledgeAgent Communication LanguageIntelligent Systems +15

RecBole 2.0: Towards a More Up-to-Date Recommendation Library

Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, +16

Proceedings of the 31st ACM International Conference on Information & Knowledge Management

Graph Neural NetworkEngineeringInformation RetrievalData ScienceData Mining +13

Counterfactual Data-Augmented Sequential Recommendation

Zhenlei Wang, Jingsen Zhang, Hongteng Xu, +4

EngineeringMachine LearningSequential LearningSequential Recommendation AimsCausal Inference +15

A Survey on Large Language Model based Autonomous Agents

Lei Wang, Chen Ma, Xueyang Feng, +10

arXiv (Cornell University)

Artificial IntelligenceEngineeringWeb KnowledgeAgent Communication LanguageIntelligent Systems +15

An Optimized Training Method for GAN-Based Hyperspectral Image Classification

Fan Zhang, Jing Bai, Jingsen Zhang, +2

IEEE Geoscience and Remote Sensing Letters

Machine VisionImage AnalysisMachine LearningComputer VisionPattern Recognition +13

When Fairness meets Bias: a Debiased Framework for Fairness aware Top-N Recommendation

Jiakai Tang, Shiqi Shen, Zhipeng Wang, +3

Artificial IntelligenceEngineeringMachine LearningDebiased FrameworkInformation Retrieval +21

User Behavior Simulation with Large Language Model-based Agents

Lei Wang, Jingsen Zhang, Hao Yang, +12

ACM Transactions on Information Systems

Data Augmented Sequential Recommendation Based on Counterfactual Thinking

Xu Chen, Zhenlei Wang, Hongteng Xu, +4

IEEE Transactions on Knowledge and Data Engineering

Counterfactual ThinkingMachine LearningBehavioral Decision MakingEngineeringSequential Learning +21

Recommendation with Causality enhanced Natural Language Explanations

Jingsen Zhang, Xu Chen, Jiakai Tang, +4

EngineeringMachine LearningCausal GraphCausal Relation ExtractionCausal Inference +17

Causally Attentive Collaborative Filtering

Jingsen Zhang, Xu Chen, Wayne Xin Zhao

Artificial IntelligenceEngineeringMachine LearningCausal Relation ExtractionCausal Inference +16