| Joint 3D UAV placement and resource allocation in software-defined cellular networks with wireless backhaul C Pan, J Yi, C Yin, J Yu, X Li IEEE Access 7, 104279-104293, 2019 | 66 | 2019 |
| Low-cost and high-throughput testing of COVID-19 viruses and antibodies via compressed sensing: System concepts and computational experiments J Yi, R Mudumbai, W Xu arXiv preprint arXiv:2004.05759, 2020 | 32 | 2020 |
| Sep] ration-free super-resolution from compressed measurements is possible: an orthonormal atomic norm minimization approach W Xu, J Yi, S Dasgupta, JF Cai, M Jacob, M Cho 2018 IEEE International Symposium on Information Theory (ISIT), 76-80, 2018 | 27 | 2018 |
| Fast dose optimization for rotating shield brachytherapy M Cho, X Wu, H Dadkhah, J Yi, RT Flynn, Y Kim, W Xu Medical physics 44 (10), 5384-5392, 2017 | 12 | 2017 |
| Trust but verify: an information-theoretic explanation for the adversarial fragility of machine learning systems, and a general defense against adversarial attacks J Yi, H Xie, L Zhou, X Wu, W Xu, R Mudumbai arXiv preprint arXiv:1905.11381, 2019 | 9 | 2019 |
| Error correction codes for COVID-19 virus and antibody testing: Using pooled testing to increase test reliability J Yi, M Cho, X Wu, W Xu, R Mudumbai arXiv preprint arXiv:2007.14919, 2020 | 8 | 2020 |
| Necessary and sufficient null space condition for nuclear norm minimization in low-rank matrix recovery J Yi, W Xu IEEE transactions on information theory 66 (10), 6597-6604, 2020 | 6 | 2020 |
| Outlier detection using generative models with theoretical performance guarantees J Yi, J Gao, T Wang, X Wu, W Xu arXiv preprint arXiv:2310.09999, 2023 | 4 | 2023 |
| Optimal pooling matrix design for group testing with dilution (row degree) constraints J Yi, M Cho, X Wu, R Mudumbai, W Xu arXiv preprint arXiv:2008.01944, 2020 | 4 | 2020 |
| Derivation of information-theoretically optimal adversarial attacks with applications to robust machine learning J Yi, R Mudumbai, W Xu arXiv preprint arXiv:2007.14042, 2020 | 3 | 2020 |
| An information-theoretic explanation for the adversarial fragility of ai classifiers H Xie, J Yi, W Xu, R Mudumbai 2019 IEEE International Symposium on Information Theory (ISIT), 1977-1981, 2019 | 3 | 2019 |
| Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond KA Waldstein, J Yi, M Cho, R Mudumbai, X Wu, SM Varga, W Xu PLoS computational biology 18 (10), e1010629, 2022 | 2 | 2022 |
| Mutual information learned classifiers: an information-theoretic viewpoint of training deep learning classification systems J Yi, Q Zhang, Z Chen, Q Liu, W Shao arXiv preprint arXiv:2209.10058, 2022 | 2 | 2022 |
| Towards adversarial and non-adversarial robustness of machine learning and signal processing: Fundamental limits and algorithms J Yi The University of Iowa, 2021 | 2 | 2021 |
| Optimized rotating shield brachytherapy treatment plan under treatment time budget J Yi, X Wu, Q Adams, K Hopfensperger, K Patwardhan, R Flynn, Y Kim, ... Medical Physics 46 (6), e562, 2019 | 2 | 2019 |
| Outlier Detection for Generative Models with Performance Guarantees J Gao, J Yi, W Xu 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | 1 | 2023 |
| Optimal Needle Placement for Prostate Rotating-Shield Brachytherapy (RSBT) J Yi, QE Adams, KM Hopfensperger, RT Flynn, Y Kim, JM Buatti, W Xu, ... arXiv preprint arXiv:2110.07841, 2021 | 1 | 2021 |
| Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks Z Khan, J Yi, R Mudumbai, X Wu, W Xu arXiv preprint arXiv:2003.11816, 2020 | 1 | 2020 |
| Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability J Yi, M Cho, J Gao, X Wu, W Xu, R Mudumbai 2023 57th Asilomar Conference on Signals, Systems, and Computers, 960-964, 2023 | | 2023 |
| Separation-free super-resolution from compressed measurements is possible: an orthonormal atomic norm minimization approach J Yi, S Dasgupta, JF Cai, M Jacob, J Gao, M Cho, W Xu Information and Inference: A Journal of the IMA 12 (3), 2351-2405, 2023 | | 2023 |
