A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions

Tianzi Zang, Yanmin Zhu, Haobing Liu, +2

ACM Transactions on Information Systems

EngineeringMachine LearningText MiningNatural Language ProcessingComputational Social Science +16

Contrastive Self-supervised Learning in Recommender Systems: A Survey

Mengyuan Jing, Yanmin Zhu, Tianzi Zang, +1

ACM Transactions on Information Systems

Artificial IntelligenceContrastive Self-supervised LearningEngineeringMachine LearningNatural Language Processing +15

Modeling Inter-station Relationships with Attentive Temporal Graph Convolutional Network for Air Quality Prediction

Chunyang Wang, Yanmin Zhu, Tianzi Zang, +2

Geometric LearningConvolutional Neural NetworkStrong DependenciesEnvironmental MonitoringMachine Learning +16

The associations of maternal and children’s gut microbiota with the development of atopic dermatitis for children aged 2 years

Xiaoxiao Fan, Tianzi Zang, Jiamiao Dai, +3

Frontiers in Immunology

Association between gut microbiota and its functional metabolites with prenatal depression in women

Tianqu Xie, Xiaoxiao Fan, Hanghang Pang, +10

Neurobiology of Stress

Multi-level Attention Networks for Multi-step Citywide Passenger Demands Prediction

Xian Zhou, Yanyan Shen, Linpeng Huang, +2

IEEE Transactions on Knowledge and Data Engineering

EngineeringMachine LearningTemporal AttentionMulti-level Attention NetworksRobust Prediction +15

Jointly Modeling Spatio–Temporal Dependencies and Daily Flow Correlations for Crowd Flow Prediction

Tianzi Zang, Yanmin Zhu, Yanan Xu, +1

ACM Transactions on Knowledge Discovery from Data

Crowd SimulationEngineeringMachine LearningTraffic FlowSmart City +22

MPAN: Multi-parallel attention network for session-based recommendation

Tianzi Zang, Yanmin Zhu, Jing Zhu, +2

Neurocomputing

Natural Language ProcessingMulti-parallel Attention NetworkEngineeringMachine LearningData Science +7

Inflammatory cytokines and prenatal depression: Is there a mediating role of maternal gut microbiota?

Qingbo Fang, Yiming Tu, Xiaoxiao Fan, +6

Journal of Psychiatric Research

DysbiosisImmunologyInflammationPrenatal DepressionProbiotic +14

Contrastive Multi-view Interest Learning for Cross-domain Sequential Recommendation

Tianzi Zang, Yanmin Zhu, Ruohan Zhang, +3

ACM Transactions on Information Systems

Static ViewEngineeringMachine LearningData ScienceCross-domain Sequential Recommendation +11