Jingrui He

Asst Professor

  • 1445 Citations
  • 17 h-Index
20042024
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Research Output 2004 2019

  • 1445 Citations
  • 17 h-Index
  • 77 Conference contribution
  • 27 Article
  • 1 Chapter
  • 1 Comment/debate
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Article
2019

Multi-task crowdsourcing via an optimization framework

Zhou, Y., He, J. & Ying, L., May 29 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 3, 27.

Research output: Contribution to journalArticle

Tensors
Labels
Learning systems
Computational complexity
Entropy

Seeing the forest through the trees

Muchlinski, D. A., Siroky, D., He, J. & Kocher, M. A., Jan 1 2019, In : Political Analysis. 27, 1, p. 111-113 3 p.

Research output: Contribution to journalArticle

2018

Feature co-shrinking for co-clustering

Tan, Q., Yang, P. & He, J., May 1 2018, In : Pattern Recognition. 77, p. 12-19 8 p.

Research output: Contribution to journalArticle

Feature extraction
Factorization

Function-on-function regression with mode-sparsity regularization

Yang, P., Tan, Q. & He, J., Jan 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 3, 36.

Research output: Contribution to journalArticle

Tensors
Sensor networks
2 Citations (Scopus)

Inferring Anchor Links Based on Social Network Structure

Feng, S., Shen, D., Nie, T., Kou, Y., He, J. & Yu, G., Mar 8 2018, In : IEEE Access. 6, p. 17340-17353 14 p.

Research output: Contribution to journalArticle

Anchors
Experiments
8 Citations (Scopus)

RCLens: Interactive Rare Category Exploration and Identification

Lin, H., Gao, S., Gotz, D., Du, F., He, J. & Cao, N., Jul 1 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 7, p. 2223-2237 15 p.

Research output: Contribution to journalArticle

Visualization
Network security
Learning algorithms
Medicine
Feedback
1 Citation (Scopus)

Should patients with diabetes be encouraged to integrate social media into their care plan?

Nelakurthi, A. R., Pinto, A. M., Cook, C. B., Jones, L., Boyle, M., Ye, J., Lappas, T. & He, J., Jan 1 2018, In : Future Science OA. 4, 7, FSO323.

Research output: Contribution to journalArticle

Open Access
Social Media
Diabetes Mellitus
Social Networking
Self Care
Surveys and Questionnaires
2017

Heterogeneous representation learning with separable structured sparsity regularization

Yang, P., Tan, Q., Zhu, Y. & He, J., Aug 9 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-24 24 p.

Research output: Contribution to journalArticle

Labels
6 Citations (Scopus)

Towards Optimal Connectivity on Multi-layered Networks

Chen, C., He, J., Bliss, N. & Tong, H., Jun 23 2017, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Critical infrastructures
Biological systems
Large scale systems
Cyber Physical System
2016
2 Citations (Scopus)

A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning

Yang, P., Davulcu, H., Zhu, Y. & He, J., Dec 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 12, p. 3154-3168 15 p., 7572203.

Research output: Contribution to journalArticle

Labels
Learning algorithms
Tuning
Genes
4 Citations (Scopus)
Time series
Semiconductor materials
Struts
Probability distributions
Explosions
42 Citations (Scopus)

Comparing random forest with logistic regression for predicting class-imbalanced civil war onset data

Muchlinski, D., Siroky, D., He, J. & Kocher, M., Dec 1 2016, In : Political Analysis. 24, 1, p. 87-103 17 p.

Research output: Contribution to journalArticle

civil war
logistics
regression
event
statistical method
17 Citations (Scopus)

Crowdsourcing via tensor augmentation and completion

Zhou, Y. & He, J., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2435-2441 7 p.

Research output: Contribution to journalArticle

Tensors
Labels
Labeling
Costs
2 Citations (Scopus)

Discovering rare categories from graph streams

Zhou, D., Karthikeyan, A., Wang, K., Cao, N. & He, J., Sep 28 2016, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-24 24 p.

Research output: Contribution to journalArticle

Labeling
Sensor networks
Data mining
Wireless networks
Costs
3 Citations (Scopus)

Jointly modeling label and feature heterogeneity in medical informatics

Yang, P., Yang, H., Fu, H., Zhou, D., Ye, J., Lappas, T. & He, J., May 1 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 4, 39.

Research output: Contribution to journalArticle

Labels
Classifiers
Data handling
Medical problems
Image analysis
2014
1 Citation (Scopus)

A general framework for predictive tensor modeling with domain knowledge

Zhu, Y., He, J. & Lawrence, R. D., Nov 12 2014, In : Data Mining and Knowledge Discovery. 29, 6, p. 1709-1732 24 p.

Research output: Contribution to journalArticle

Tensors
Semiconductor materials
Face recognition
Computer vision
Labels
2012
3 Citations (Scopus)

An effective framework for characterizing rare categories

He, J., Tong, H. & Carbonell, J., Apr 2012, In : Frontiers of Computer Science in China. 6, 2, p. 154-165 12 p.

Research output: Contribution to journalArticle

Transactions
Subgradient Method
Convex optimization
Banking
Skewness
2011

Preface

Wang, F., He, J., Li, T., Ding, C., Yong, C., He, J., Ji, S., Kim, J., Kulis, B., Kwok, J., Luo, D., Parikh, N., Sindhwani, V., Sugiyama, M., Wright, J. & Zhu, J., 2011, In : Unknown Journal. 6137540.

Research output: Contribution to journalArticle

Preface

Aggarwal, C., Eliassi-Rad, T., Yu, P. S., Tong, H., Wang, F., Cheng, H., Akoglu, L., Chi, Y., Daly, E., Davidson, I., Gallagher, B. J., Getoor, L., Gurevich, M., He, J., Jaimes, A., Kang, U., Lerman, K., Li, L., Lu, H., Luo, D. & 7 others, Papadimitriou, S., Prakash, B. A., Shaw, Y., Sindhwani, V., Yao, Y., Wang, D. & Zhu, H., 2011, In : Unknown Journal. 6137541.

Research output: Contribution to journalArticle

2010
10 Citations (Scopus)

Coselection of features and instances for unsupervised rare category analysis

He, J. & Carbonell, J., Dec 2010, In : Statistical Analysis and Data Mining. 3, 6, p. 417-430 14 p.

Research output: Contribution to journalArticle

Feature extraction
Augmented Lagrangian Method
Design optimization
Feature Selection
Optimization Problem
2007
4 Citations (Scopus)

An evolutionary system for near-regular texture synthesis

Wu, F., Zhang, C. & He, J., Aug 2007, In : Pattern Recognition. 40, 8, p. 2271-2282 12 p.

Research output: Contribution to journalArticle

Textures
Structural properties
Data storage equipment
2006
107 Citations (Scopus)

Generalized manifold-ranking-based image retrieval

He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., Oct 2006, In : IEEE Transactions on Image Processing. 15, 10, p. 3170-3177 8 p.

Research output: Contribution to journalArticle

Image retrieval
Image Retrieval
Ranking
Query
Relevance Feedback
30 Citations (Scopus)

Manifold-ranking-based keyword propagation for image retrieval

Tong, H., He, J., Li, M., Ma, W. Y., Zhang, H. J. & Zhang, C., 2006, In : Eurasip Journal on Applied Signal Processing. 2006, p. 1-10 10 p.

Research output: Contribution to journalArticle

Image retrieval
Feedback
Classifiers
Experiments
2004
6 Citations (Scopus)
Internet Traffic
Boosting
Internet
Traffic
Network Traffic
4 Citations (Scopus)
Databases
Symmetry
Pattern Analysis
Optimization
Image Database
58 Citations (Scopus)
Image Classification
Feature Selection
Classifiers
Image classification
Classifier
8 Citations (Scopus)
Pseudo-relevance Feedback
Image retrieval
Image Retrieval
Search engines
Iterative methods