Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment.

[BibT_eX]

[DOI]

Yang Yang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Feature and Instance Joint Selection: A Reinforcement Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Knowledge Enhanced Person-Job Fit for Talent Recruitment.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Identifying Turnover Contagion in Enterprise Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th Americas Conference on Information Systems, 2022

2021

Promotion of Answer Value Measurement With Domain Effects in Community Question Answering Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

Exploiting Network Fusion for Organizational Turnover Prediction.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., 2021

Butterfly-Core Community Search over Labeled Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

A Comprehensive Survey on Transfer Learning.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning.

[BibT_eX]

[DOI]

CoRR, 2021

Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

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

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Embedding Fairness into the AI-Based Talent Recruitment Systems：The Perspective of Environment Cycle and Knowledge Cycle.

[BibT_eX]

[DOI]

Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Topic Modeling Revisited: A Document Graph-based Neural Network Perspective.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Attentive Heterogeneous Graph Embedding for Job Mobility Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Talent Demand Forecasting with Attentive Neural Sequential Model.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TMC 2021: 2021 International Workshop on Talent and Management Computing.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Is AI Better Than Human in Identifying High-Potential Talents: A Quasi-Field Experiment.

[BibT_eX]

[DOI]

Proceedings of the 27th Americas Conference on Information Systems, 2021

Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Matching of social events and users: a two-way selection perspective.

[BibT_eX]

[DOI]

World Wide Web, 2020

An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification.

[BibT_eX]

[DOI]

Neural Networks, 2020

Learning Adaptive Embedding Considering Incremental Class.

[BibT_eX]

[DOI]

CoRR, 2020

Large-Scale Talent Flow Embedding for Company Competitive Analysis.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Personalized Employee Training Course Recommendation with Career Development Awareness.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Developing Fairness Rules for Talent Intelligence Management System.

[BibT_eX]

[DOI]

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest.

[BibT_eX]

[DOI]

CoRR, 2019

Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Trend-Aware Tensor Factorization for Job Skill Demand Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Aftershock Detection with Multi-scale Description Based Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Interactive Attention Transfer Network for Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Exploiting the Contagious Effect for Employee Turnover Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2018

Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., 2018

Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Joint Learning Approach to Intelligent Job Interview Assessment.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Discerning individual interests and shared interests for social user profiling.

[BibT_eX]

[DOI]

World Wide Web, 2017

Point-of-Interest Demand Modeling with Human Mobility Patterns.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Prospecting the Career Development of Talents: A Survival Analysis Perspective.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Incremental Matrix Factorization: A Linear Feature Transformation Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Social User Profiling: A Social-Aware Topic Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Collaborative Company Profiling: Insights from an Employee's Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Tracking the evolution of social emotions with topic models.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Recruitment Market Trend Analysis with Sequential Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Talent Circle Detection in Job Transition Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Point-of-Interest Recommendations: Learning Potential Check-ins from Friends.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

2015

Locating targets through mention in Twitter.

[BibT_eX]

[DOI]

World Wide Web, 2015

Discovery of Ranking Fraud for Mobile Apps.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Popularity Modeling for Mobile Apps: A Sequential Approach.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Consolidation: Metric+Active Learning and Its Applications for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Convex Matrix Completion: A Trace-Ball Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Real Estate Ranking via Mixed Land-use Latent Models.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Matrix Factorization with Scale-Invariant Parameters.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Learning Career Mobility and Human Activity Patterns for Job Change Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Indecisiveness in Customer Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Ranking user authority with relevant knowledge categories for expert finding.

[BibT_eX]

[DOI]

World Wide Web, 2014

Mobile App Classification with Enriched Contextual Information.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Mining Mobile User Preferences for Personalized Context-Aware Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Learning to annotate via social interaction analytics.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Learning to detect subway arrivals for passengers on a train.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2014

Mobile app recommendations with security and privacy awareness.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A cost-effective recommender system for taxi drivers.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Technology Prospecting for High Tech Companies through Patent Mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Predicting the Popularity of Online Serials with Autoregressive Models.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Diversified social influence maximization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

Time Series Representation: A Random Shifting Perspective.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Learning to Detect the Subway Station Arrival for Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Ranking fraud detection for mobile apps: a holistic view.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities.

[BibT_eX]

[DOI]

Int. J. Knowl. Syst. Sci., 2012

Towards Personalized Context-Aware Recommendation by Mining Context Logs through Topic Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Mining Personal Context-Aware Preferences for Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Exploiting enriched contextual information for mobile app classification.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Finding Experts in Tag Based Knowledge Sharing Communities.

[BibT_eX]

[DOI]

Hengshu Zhu

Enhong Chen

Huanhuan Cao

Proceedings of the Knowledge Science, Engineering and Management, 2011

Towards expert finding by leveraging relevant categories in authority ranking.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Hengshu Zhu

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