James Wang

Professor of Information Science and Technology

James Wang

Research Summary

Modeling of objects, concepts, aesthetics, and emotions in big visual data from various domains.

Huck Affiliations

Publication Tags

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Deep Learning Neural Networks Machine Learning Experiments Photography Segmentation Stroke Deep Neural Networks Convolutional Neural Networks Seedlings Image Segmentation Chemical Analysis Polygalacturonase Learning Systems Recommender Systems Classifiers Scalability Vision Pixels Datasets Costs Computational Efficiency Benchmarking Image Retrieval Feature Extraction

Most Recent Publications

Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Framework for Continual Crowd Counting

Jiaqi Gao, Jingqi Li, Hongming Shan, Yanyun Qu, Junping Zhang, James Wang, 2023, Frontiers of Information Technology & Electronic Engineering

Dolzodmaa Davaasuren, Yintong Chen, Leila Jaafar, Rayna Marshall, Angelica L. Dunham, Charles T. Anderson, James Wang, 2022, Patterns

Yiqun Liu, Junping Zhang, Lei Chen, Hai Chu, James Z. Wang, Leiming Ma, 2022, IEEE Transactions on Cybernetics on p. 12175-12188

Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen Wong, 2022, Medical Image Analysis on p. article no. 102522

Farshid Farhat, Mohammad Mahdi Kamani, James Z. Wang, 2022, ACM Transactions on Multimedia Computing, Communications and Applications

Youcheng Luo, Xiaoyang Xu, Yiqun Liu, Hanqing Chao, Hai Chu, Lei Chen, Junping Zhang, Leiming Ma, James Z. Wang, 2022, IEEE Expert on p. 60-70

Haomiao Ni, Yuan Xue, Kelvin Wong, John Volpi, Stephen T.C. Wong, James Z. Wang, Xiaolei Huang, 2022, on p. 416-426

Y Liu, J Zhang, L Chen, H Chu, James Wang, L Ma, 2022, IEEE Transactions on Cybernetics on p. 12175-12188

Yimu Pan, Alison Gernand, Jeffery A. Goldstein, Leena Mithal, Delia Mwinyelle, James Z. Wang, 2022, Medical Image Computing and Computer Assisted Intervention–MICCAI 2022 on p. 707-716

Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T.C. Wong, John Volpi, James Z. Wang, Kelvin Wong, 2022, on p. 475-484

Most-Cited Papers

Rapid: Rating pictorial aesthetics using deep learning

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang, 2014, on p. 457-466

Deep multi-patch aggregation network for image style, aesthetics, and quality estimation

Xin Lu, Zhe Lin, Xiaohui Shen, Radomir Mech, James Wang, 2015, on p. 990-998

Rethinking the smaller-norm-less-informative assumption in channel pruning of convolution layers

Jianbo Ye, Xin Lu, Zhe Lin, James Z. Wang, 2018,

Feng Xu, Junping Zhang, James Z. Wang, 2017, IEEE Transactions on Affective Computing on p. 254-267

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang, 2015, IEEE Transactions on Multimedia on p. 2021-2034

Yue Rui, Chaowen Xiao, Hojae Yi, Baris Kandemir, James Z. Wang, Virendra M. Puri, Charles T. Anderson, 2017, Plant Cell on p. 2413-2432

Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li, 2017, IRE Transactions on Audio on p. 2317-2332

Yukun Tian, Yiming Lei, Junping Zhang, James Z. Wang, 2020, IEEE Transactions on Image Processing on p. 2714-2727

Antonio Jesús Fernández-García, Luis Iribarne, Antonio Corral, Javier Criado, James Z. Wang, 2019, Knowledge-Based Systems on p. 68-84

Zihan Zhou, Farshid Farhat, James Z. Wang, 2017, IEEE Transactions on Multimedia on p. 2651-2665