Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion

Kun Zhou, Wayne Xin Zhao, Shuqing Bian, +3

EngineeringSemantic FusionInteractive ConversationsConversational Recommender SystemsCommunication +18

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

Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network

Shuqing Bian, Wayne Xin Zhao, Yang Song, +2

Natural Language ProcessingApplied LinguisticsEngineeringMachine LearningDomain Adaptation +13

Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network

Shuqing Bian, Chen Xu, Wayne Xin Zhao, +5

EngineeringMachine LearningIntelligent Information RetrievalEducationOnline Recruitment Data +19

Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation

Shuqing Bian, Wayne Xin Zhao, Kun Zhou, +4

Artificial IntelligenceEngineeringMachine LearningSequential LearningBehavior Prediction +22

IcoRating: A Deep-Learning System for Scam ICO Identification

Shuqing Bian, Zhenpeng Deng, Fei Li, +9

arXiv (Cornell University)

Artificial IntelligenceFraud DetectionCredit RatingMachine LearningEngineering +21

Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value

Mingzhe Xing, Shuqing Bian, Wayne Xin Zhao, +5

EngineeringMachine LearningReliable User RepresentationsCustomer ProfilingTemporal Representation +24

Temporal Contrastive Pre-Training for Sequential Recommendation

Changxin Tian, Zihan Lin, Shuqing Bian, +2

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

Natural Language ProcessingEngineeringInformation RetrievalMachine LearningData Science +11

Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation

Shuqing Bian, Xingyu Pan, Wayne Xin Zhao, +3

Artificial IntelligenceEngineeringMachine LearningData SciencePreference Learning +12

A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation

Shuqing Bian, Wayne Xin Zhao, Jinpeng Wang, +1

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

Ranking AlgorithmEngineeringMachine LearningSequential LearningLearning To Rank +16