Chenguang Wang  Chenguang Wang photo       

contact information

NLP, Text Mining and Machine Learning
Almaden Research Center, San Jose, CA, USA

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Professional Associations

Professional Associations:  ACM  |  Association for the Advancement of Artificial Intelligence (AAAI)  |  IEEE   |  Society for Industrial and Applied Mathematics

more information

More information:  LinkedIn  |  Google Scholar


2017

Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks
Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, and Jiawei Han
CIKM, 2017

Crowd-in-the-loop: A hybrid approach for annotating semantic roles
Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, and Anbang Xu
EMNLP, 2017

Active learning for black-Box semantic role labeling with neural factors
Chenguang Wang, Laura Chiticariu, and Yunyao Li
IJCAI, 2017
Abstract

Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks
Jiang, He and Song, Yangqiu and Wang, Chenguang and Zhang, Ming and Sun, Yizhou
2017 - cse.ust.hk
Abstract

Towards Re-defining Relation Understanding in Financial Domain
Chenguang Wang, Doug Burdick, Laura Chiticariu, Rajasekar krishnamurthy, Yunyao Li, Huaiyu Zhu
Data Science for Macro-Modeling with Financial and Economic Datasets (DSMM), collocated with ACM SIGMOD, 2017

HINE: Heterogeneous Information Network Embedding
Chen, Yuxin and Wang, Chenguang
Proceedings of 2017 International Conference on Database Systems for Advanced Applications
Abstract


2016

Text Classification with Heterogeneous Information Network Kernels.
Wang, Chenguang and Song, Yangqiu and Li, Haoran and Zhang, Ming and Han, Jiawei
AAAI, pp. 2130--2136, 2016
Abstract

World Knowledge as Indirect Supervision for Document Clustering
Wang, Chenguang and Song, Yangqiu and Roth, Dan and Zhang, Ming and Han, Jiawei
ACM Transactions on Knowledge Discovery from Data (TKDD) 11(2), 13, ACM, 2016
Abstract

RelSim: Relation similarity search in schema-rich heterogeneous information networks
Wang, Chenguang and Sun, Yizhou and Song, Yanglei and Han, Jiawei and Song, Yangqiu and Wang, Lidan and Zhang, Ming
Proceedings of the 2016 SIAM International Conference on Data Mining, pp. 621--629
Abstract


2015

Spectral Label Refinement for Noisy and Missing Text Labels.
Song, Yangqiu and Wang, Chenguang and Zhang, Ming and Sun, Hailong and Yang, Qiang
AAAI, pp. 2972--2978, 2015
Abstract

Incorporating world knowledge to document clustering via heterogeneous information networks
Wang, Chenguang and Song, Yangqiu and El-Kishky, Ahmed and Roth, Dan and Zhang, Ming and Han, Jiawei
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1215--1224, 2015
Abstract

Knowsim: A document similarity measure on structured heterogeneous information networks
Wang, Chenguang and Song, Yangqiu and Li, Haoran and Zhang, Ming and Han, Jiawei
Data Mining (ICDM), 2015 IEEE International Conference on, pp. 1015--1020
Abstract

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Wang, Chenguang and Song, Yangqiu and Roth, Dan and Wang, Chi and Han, Jiawei and Ji, Heng and Zhang, Ming
IJCAI, pp. 3882--3889, 2015
Abstract


2014

Measuring domain influence in heterogeneous networks
Liu, Quan and Wang, Chenguang and Zhang, Ming
Diffusion Networks and Cascade Analytics, WSDM Workshop, 2014
Abstract


2013

Paraphrasing Adaptation for Web Search Ranking.
Wang, Chenguang and Duan, Nan and Zhou, Ming and Zhang, Ming
ACL (2), pp. 41--46, 2013
Abstract


2011

ENGtube: an Integrated Subtitle Environment for ESL
Li, Chi-Ho and Liu, Shujie and Wang, Chenguang and Zhou, Ming
The Thirteenth Machine Translation Summit, 2011


2010

Study of cloud computing security based on private face recognition
Wang, Chenguang and Yan, Huaizhi
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on, pp. 1--5
Abstract

Future-related Future Prediction System by Query Subtopic Analysis Based on Chinese News Web Pages
Wang, Chenguang and Wang, Chongwen and Bing, Jie
Proceedings of 2010 Sciencepaper Online




Projects and Groups