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Zhangyang Wang - Publications

Affiliations: 
2016 University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
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49 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Holste G, Lin M, Zhou R, Wang F, Liu L, Yan Q, Tassel SHV, Kovacs K, Chew EY, Lu Z, Wang Z, Peng Y. Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. Arxiv. PMID 39371086  0.311
2024 Holste G, Lin M, Zhou R, Wang F, Liu L, Yan Q, Van Tassel SH, Kovacs K, Chew EY, Lu Z, Wang Z, Peng Y. Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. Npj Digital Medicine. 7: 216. PMID 39152209 DOI: 10.1038/s41746-024-01207-4  0.311
2024 Holste G, Oikonomou EK, Mortazavi BJ, Wang Z, Khera R. Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning. Communications Medicine. 4: 133. PMID 38971887 DOI: 10.1038/s43856-024-00538-3  0.364
2024 Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z, Oikonomou EK, Khera R. Biometric contrastive learning for data-efficient deep learning from electrocardiographic images. Journal of the American Medical Informatics Association : Jamia. PMID 38269618 DOI: 10.1093/jamia/ocae002  0.361
2023 Lin M, Li T, Yang Y, Holste G, Ding Y, Van Tassel SH, Kovacs K, Shih G, Wang Z, Lu Z, Wang F, Peng Y. Improving model fairness in image-based computer-aided diagnosis. Nature Communications. 14: 6261. PMID 37803009 DOI: 10.1038/s41467-023-41974-4  0.423
2023 Sangha V, Khunte A, Holste G, Mortazavi BJ, Wang Z, Oikonomou EK, Khera R. Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images. Medrxiv : the Preprint Server For Health Sciences. PMID 37745527 DOI: 10.1101/2023.09.13.23295494  0.361
2023 Wu Q, Jiang Y, Wu J, Kulikov V, Goel V, Orlov N, Shi H, Wang Z, Chang S. Broad Spectrum Image Deblurring via an Adaptive Super-Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 32: 5270-5282. PMID 37721872 DOI: 10.1109/TIP.2023.3312912  0.771
2023 Holste G, Oikonomou EK, Mortazavi BJ, Coppi A, Faridi KF, Miller EJ, Forrest JK, McNamara RL, Ohno-Machado L, Yuan N, Gupta A, Ouyang D, Krumholz HM, Wang Z, Khera R. Severe aortic stenosis detection by deep learning applied to echocardiography. European Heart Journal. PMID 37611002 DOI: 10.1093/eurheartj/ehad456  0.305
2023 Narayanan P, Hu X, Wu Z, Thielke MD, Rogers JG, Harrison AV, D'Agostino JA, Brown JD, Quang LP, Uplinger JR, Kwon H, Wang Z. A Multi-purpose Realistic Haze Benchmark with Quantifiable Haze Levels and Ground Truth. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 37220042 DOI: 10.1109/TIP.2023.3245994  0.308
2023 Wei T, You Y, Chen T, Shen Y, He J, Wang Z. Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative. Advances in Neural Information Processing Systems. 35: 1909-1922. PMID 37192934  0.358
2023 Jaiswal A, Chen T, Rousseau JF, Peng Y, Ding Y, Wang Z. Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances. Ieee Winter Conference On Applications of Computer Vision. Ieee Winter Conference On Applications of Computer Vision. 2023: 4976-4985. PMID 37051561 DOI: 10.1109/wacv56688.2023.00496  0.351
2023 Jaiswal A, Ashutosh K, Rousseau JF, Peng Y, Wang Z, Ding Y. RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging. Proceedings. Ieee International Conference On Data Mining. 2022: 981-986. PMID 37038389 DOI: 10.1109/icdm54844.2022.00118  0.382
2022 Wang H, Hong J, Zhang A, Zhou J, Wang Z. Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Advances in Neural Information Processing Systems. 35: 36026-36039. PMID 37081923  0.316
2022 Holste G, Wang S, Jiang Z, Shen TC, Shih G, Summers RM, Peng Y, Wang Z. Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study. Data Augmentation, Labelling, and Imperfections : Second Miccai Workshop, Dali 2022, Held in Conjunction With Miccai 2022, Singapore, September 22, 2022, Proceedings. Dali (Workshop) (2nd : 2022 : Singapore). 13567: 22-32. PMID 36318048 DOI: 10.1007/978-3-031-17027-0_3  0.329
2022 Han Y, Chen C, Tewfik A, Glicksberg B, Ding Y, Peng Y, Wang Z. Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop. Ieee Winter Conference On Applications of Computer Vision. Ieee Winter Conference On Applications of Computer Vision. 2022: 1789-1798. PMID 36300103 DOI: 10.1109/wacv51458.2022.00185  0.332
2022 Han Y, Holste G, Ding Y, Tewfik A, Peng Y, Wang Z. Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays. Ieee Transactions On Medical Imaging. PMID 36288235 DOI: 10.1109/TMI.2022.3217218  0.345
2022 Wen B, Wang Z. Editorial for the Special Issue on Advanced Machine Learning Techniques for Sensing and Imaging Applications. Micromachines. 13. PMID 35888847 DOI: 10.3390/mi13071030  0.34
2021 Hong J, Zhu Z, Yu S, Wang Z, Dodge H, Zhou J. Federated Adversarial Debiasing for Fair and Transferable Representations. Kdd : Proceedings. International Conference On Knowledge Discovery & Data Mining. 2021: 617-627. PMID 35571559 DOI: 10.1145/3447548.3467281  0.335
2021 Yang S, Wang Z, Liu J, Guo Z. Controllable Sketch-to-Image Translation for Robust Face Synthesis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 8797-8810. PMID 34673487 DOI: 10.1109/TIP.2021.3120669  0.326
2021 Jiang Y, Gong X, Liu D, Cheng Y, Fang C, Shen X, Yang J, Zhou P, Wang Z. EnlightenGAN: Deep Light Enhancement without Paired Supervision. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33481709 DOI: 10.1109/TIP.2021.3051462  0.772
2020 Wu Z, Wang H, Wang Z, Wang Z, Jin H. Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32986544 DOI: 10.1109/TPAMI.2020.3026709  0.646
2020 Scheirer W, VidalMata R, Banerjee S, RichardWebster B, Albright M, Davalos P, McCloskey S, Miller B, Tambo A, Ghosh S, Nagesh S, Yuan Y, Hu Y, Wu J, Yang W, ... ... Wang Z, et al. Bridging the Gap Between Computational Photography and Visual Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750769 DOI: 10.1109/Tpami.2020.2996538  0.458
2020 Yang W, Yuan Y, Ren W, Liu J, Scheirer WJ, Wang Z, Zhang T, Zhong Q, Xie D, Pu S, Zheng Y, Qu Y, Xie Y, Chen L, Li Z, et al. Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32224457 DOI: 10.1109/Tip.2020.2981922  0.403
2020 Liu D, Wen B, Jiao J, Liu X, Wang Z, Huang TS. Connecting Image Denoising and High-Level Vision Tasks via Deep Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31944972 DOI: 10.1109/Tip.2020.2964518  0.774
2020 Mohseni S, Pitale M, Yadawa J, Wang Z. Self-Supervised Learning for Generalizable Out-of-Distribution Detection Proceedings of the Aaai Conference On Artificial Intelligence. 34: 5216-5223. DOI: 10.1609/AAAI.V34I04.5966  0.312
2020 Ma A, Filippi AM, Wang Z, Yin Z, Huo D, Li X, Guneralp B. Fast Sequential Feature Extraction for Recurrent Neural Network-Based Hyperspectral Image Classification Ieee Transactions On Geoscience and Remote Sensing. 1-18. DOI: 10.1109/Tgrs.2020.3018449  0.396
2020 Liu D, Sun K, Wang Z, Liu R, Zha Z. Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Ieee Transactions On Circuits and Systems For Video Technology. 30: 3068-3080. DOI: 10.1109/Tcsvt.2019.2936135  0.319
2020 Xu H, Wang Z, Yang H, Liu D, Liu J. Learning Simple Thresholded Features With Sparse Support Recovery Ieee Transactions On Circuits and Systems For Video Technology. 30: 970-982. DOI: 10.1109/Tcsvt.2019.2901713  0.413
2020 Wang Y, Shen J, Hu T, Xu P, Nguyen T, Baraniuk R, Wang Z, Lin Y. Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference Ieee Journal of Selected Topics in Signal Processing. 14: 623-633. DOI: 10.1109/Jstsp.2020.2979669  0.415
2019 Jiang Z, Ardywibowo R, Samereh A, Evans HL, Lober WB, Chang X, Qian X, Wang Z, Huang S. A Roadmap for Automatic Surgical Site Infection Detection and Evaluation Using User-Generated Incision Images. Surgical Infections. PMID 31424335 DOI: 10.1089/Sur.2019.154  0.448
2019 Liu D, Cheng B, Wang Z, Zhang H, Huang TS. Enhance Visual Recognition under Adverse Conditions via Deep Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30946668 DOI: 10.1109/Tip.2019.2908802  0.73
2019 Bao P, Xia W, Yang K, Chen W, Chen M, Xi Y, Niu S, Zhou J, Zhang H, Sun H, Wang Z, Zhang Y. Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. Ieee Transactions On Medical Imaging. PMID 30908204 DOI: 10.1109/Tmi.2019.2906853  0.462
2019 Ma A, Filippi A, Wang Z, Yin Z. Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks Remote Sensing. 11: 194. DOI: 10.3390/Rs11020194  0.544
2018 Li B, Ren W, Fu D, Tao D, Feng D, Zeng W, Wang Z. Benchmarking Single Image Dehazing and Beyond. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30176593 DOI: 10.1109/Tip.2018.2867951  0.465
2018 Liu D, Wang Z, Fan Y, Liu X, Wang Z, Chang S, Wang X, Huang TS. Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29994092 DOI: 10.1109/Tip.2018.2820807  0.732
2017 Wang X, Fan B, Chang S, Wang Z, Liu X, Tao D, Huang TS. Greedy Batch-based Minimum-cost Flows for Tracking Multiple Objects. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28692973 DOI: 10.1109/Tip.2017.2723239  0.73
2017 Huang S, Zhou J, Wang Z, Ling Q, Shen Y. Biomedical informatics with optimization and machine learning. Eurasip Journal On Bioinformatics & Systems Biology. 2017: 4. PMID 28246526 DOI: 10.1186/S13637-017-0058-0  0.312
2015 Wang Z, Yang Y, Wang Z, Chang S, Jianchao Y, Huang T. Learning Super-Resolution Jointly from External and Internal Examples. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26259077 DOI: 10.1109/Tip.2015.2462113  0.755
2015 Wang Z, Yang J, Jin H, Brandt J, Shechtman E, Agarwala A, Song Y, Hsieh J, Kong S, Huang TS. DeepFont: A system for font recognition and similarity Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 813-814. DOI: 10.1145/2733373.2807988  0.748
2015 Wang Z, Yang J, Jin H, Shechtman E, Agarwala A, Brandt J, Huang TS. DeepFont: Identify your font from an image Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 451-459. DOI: 10.1145/2733373.2806219  0.761
2015 Wang Z, Nasrabadi NM, Huang TS. Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization Ieee Transactions On Geoscience and Remote Sensing. 53: 1161-1173. DOI: 10.1109/Tgrs.2014.2335177  0.626
2015 Wang Z, Yang Y, Chang S, Han W, Yang J, Huang T. Self-tuned deep super resolution Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2015: 1-8. DOI: 10.1109/CVPRW.2015.7301266  0.767
2014 Wang Z, Chang S, Yang J, Huang T. A joint perspective towards image super-resolution: Unifying external- and self-examples 2014 Ieee Winter Conference On Applications of Computer Vision, Wacv 2014. 596-603. DOI: 10.1109/WACV.2014.6836048  0.773
2014 Wang Z, Moll M, Huang PS, Grady D, Nasrabadi N, Huang T, Kavraki L, Hasegawa-Johnson M. Active planning, sensing, and recognition using a resource-constrained discriminant POMDP Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 754-761. DOI: 10.1109/CVPRW.2014.116  0.463
2013 Li H, Lu Z, Wang Z, Ling Q, Li W. Detection of Blotch and Scratch in Video Based on Video Decomposition Ieee Transactions On Circuits and Systems For Video Technology. 23: 1887-1900. DOI: 10.1109/Tcsvt.2013.2269016  0.347
2013 Yu Z, Li H, Wang Z, Hu Z, Chen CW. Multi-Level Video Frame Interpolation: Exploiting the Interaction Among Different Levels Ieee Transactions On Circuits and Systems For Video Technology. 23: 1235-1248. DOI: 10.1109/Tcsvt.2013.2242631  0.459
2013 Wang Z, Li H, Ling Q, Li W. Robust Temporal-Spatial Decomposition and Its Applications in Video Processing Ieee Transactions On Circuits and Systems For Video Technology. 23: 387-400. DOI: 10.1109/Tcsvt.2012.2204935  0.392
2006 Yuan Y, Wang Z, Lee W, VanGilder P, Chen Y, Reiman EM, Chen K. IC-P-026: QUANTIFICATION OF AMYLOID BURDEN FROM FLORBETAPIR PET IMAGES WITHOUT USING TARGET AND REFERENCE REGIONS: PRELIMINARY FINDINGS BASED ON THE DEEP LEARNING 3D CONVOLUTIONAL NEURAL NETWORK APPROACH Alzheimer's & Dementia. 14: P31-P31. DOI: 10.1016/J.Jalz.2018.06.2090  0.405
2006 Yuan Y, Wang Z, Lee W, Thiyyagura P, Reiman EM, Chen K. IC-P-025: FEASIBILITY OF QUANTIFYING AMYLOID BURDEN USING VOLUMETRIC MRI DATA: PRELIMINARY FINDINGS BASED ON THE DEEP LEARNING 3D CONVOLUTIONAL NEURAL NETWORK APPROACH Alzheimer's & Dementia. 14: P30-P31. DOI: 10.1016/J.Jalz.2018.06.2089  0.351
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