Jaewon Yang

TaxoTrans: Taxonomy-Guided Entity Translation KDD, 2022.

Graph Neural Networks for the Global Economy with Microsoft DeepGraph (Invited talk) WSDM, 2022.

Contextual Skill Proficiency via Multi-task Learning at LinkedIn CIKM, 2021.

Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks KDD, 2021.

Salience and Market-aware Skill Extraction for Job Targeting KDD, 2020.

Learning to Ask Screening Questions for Job Postings SIGIR, 2020.

Learning to Ask Screening Questions for Job Postings SIGIR, 2020.

Social Skill Validation at LinkedIn by X. Yan, J. Yang, M. Obukhov, L. Zhu, J. Bai, S. Wu and Q. He, KDD, 2019.

Nemo: Next Career Move Prediction with Contextual Embedding by L. Li, H. Jing, H. Tong, J. Yang, Q. He and BC. Chen, WWW, 2017.

Personalizing Linkedin Feed by D. Agarwal, BC. Chen, Q. He, Z. Hua, G. Lebanon, Y. Ma, P. Shivaswamy, HP. Tseng, J. Yang and L. Zhang, KDD, 2015.

Overlapping Communities Explain Core–periphery Organization of Networks by J. Yang and J. Leskovec, Proceedings of the IEEE, 2014.

Finding Progression Stages in Time-evolving Event Sequences by J. Yang, J. McAuley, J. Leskovec, P. LePendu, and N. Shah, WWW, 2014. [Code]

Detecting Cohesive and 2-mode Communities in Directed and Undirected Networks by J. Yang, J. McAuley and J. Leskovec, WSDM, 2014.

Community Detection in Networks with Node Attributes by J. Yang, J. McAuley and J. Leskovec, ICDM, 2013.

Estimating Sharer Reputation via Social Data Calibration by J. Yang, B.C. Chen and D. Agarwal, KDD, 2013.

Information Cartography: Creating Zoomable, Large-Scale Maps of Information by D. Shahaf, J. Yang, C. Suen, J. Jacobs, H. Wang, and J. Leskovec, KDD, 2013.

Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach by J. Yang and J. Leskovec, WSDM, 2013. [Code]

Structure and Overlaps of Communities in Networks by J. Yang and J. Leskovec, ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2013

Community-Affiliation Graph Model for Overlapping Community Detection by J. Yang and J. Leskovec, ICDM, 2012. [Code]

Defining and Evaluating Network Communities based on Ground-Truth by J. Yang and J. Leskovec, ICDM, 2012. IEEE KAIS Test-of-time Award [Data]

Structure and Overlaps of Communities in Networks by J. Yang and J. Leskovec, SNA-KDD, 2012.

Patterns of Temporal Variation in Online Media by J. Yang and J. Leskovec, WSDM, 2011. [Data] [Code]
In the press: MIT Tech Review