Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks

Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, +5

EngineeringMachine LearningMeta ScalingWord EmbeddingsNatural Language Processing +16

Market-oriented job skill valuation with cooperative composition neural network

Ying Sun, Fuzhen Zhuang, Hengshu Zhu, +3

Nature Communications

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning

Ying Sun, Fuzhen Zhuang, Hengshu Zhu, +2

Artificial IntelligenceEngineeringMachine LearningData ScienceDeep Reinforcement Learning +10

Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries

Ying Sun, Hengshu Zhu, Fuzhen Zhuang, +2

EngineeringGeovisualizationGeographic Information RetrievalGeographic AnalyticsLocation-aware Social Medium +18

The Impact of Person-Organization Fit on Talent Management

Ying Sun, Fuzhen Zhuang, Hengshu Zhu, +3

Talent DevelopmentArtificial IntelligenceRecurrent Neural NetworkEngineeringMachine Learning +11

Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews

Chuan Qin, Hengshu Zhu, Dazhong Shen, +4

ACM Transactions on Information Systems

EngineeringLearning AlgorithmQuery ModelIntelligent SystemsSemantic Web +19

An Efficient Modified Particle Swarm Optimization Algorithm for Solving Mixed-Integer Nonlinear Programming Problems

Ying Sun, Yuelin Gao

International Journal of Computational Intelligence Systems

Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification

Zheng Gong, Guifeng Wang, Ying Sun, +4

Progress in speech emotion recognition

Xueying Zhang, Ying Sun, Shufei Duan

Emotional InformationEmotional ResponseSpeech AnalysisHealth SciencesAffective Computing +13

Talent Demand Forecasting with Attentive Neural Sequential Model

Qi Zhang, Hengshu Zhu, Ying Sun, +3

Forecasting MethodologyEngineeringMachine LearningSequential LearningBusiness Analytics +16