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2020 – today
- 2024
[i15]Jingchao Gao, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Catherine Xu, Hui Xie, Weiyu Xu:
Towards unlocking the mystery of adversarial fragility of neural networks. CoRR abs/2406.16200 (2024)- 2023
- [c4]Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai:
Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. ACSSC 2023: 960-964 - [c3]Jingchao Gao, Jirong Yi, Weiyu Xu:
Outlier Detection for Generative Models with Performance Guarantees. CISS 2023: 1-6 - [i14]Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu:
Outlier Detection Using Generative Models with Theoretical Performance Guarantees. CoRR abs/2310.09999 (2023) - 2022
- [j3]Kody A. Waldstein
, Jirong Yi, Myung Cho, Raghu Mudumbai, Xiaodong Wu, Steven M. Varga, Weiyu Xu:
Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond. PLoS Comput. Biol. 18(10): 1010629 (2022) - [i13]Jirong Yi, Qiaosheng Zhang, Zhen Chen, Qiao Liu, Wei Shao:
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems. CoRR abs/2209.10058 (2022) - [i12]Jirong Yi, Qiaosheng Zhang, Zhen Chen, Qiao Liu, Wei Shao:
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems. CoRR abs/2210.01000 (2022) - [i11]Jirong Yi, Qiaosheng Zhang, Zhen Chen, Qiao Liu, Wei Shao, Yusen He, Yaohua Wang:
Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems. CoRR abs/2211.12685 (2022) - 2021
- [i10]Jirong Yi:
Solving Large Scale Quadratic Constrained Basis Pursuit. CoRR abs/2104.02475 (2021) - 2020
- [j2]Jirong Yi, Weiyu Xu:
Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery. IEEE Trans. Inf. Theory 66(10): 6597-6604 (2020) - [i9]Zain Khan, Jirong Yi, Raghu Mudumbai, Xiaodong Wu, Weiyu Xu:
Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks. CoRR abs/2003.11816 (2020) - [i8]Jirong Yi, Raghu Mudumbai, Weiyu Xu:
Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments. CoRR abs/2004.05759 (2020) - [i7]Jirong Yi, Raghu Mudumbai, Weiyu Xu:
Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning. CoRR abs/2007.14042 (2020) - [i6]Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu:
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR abs/2008.01944 (2020)
2010 – 2019
- 2019
- [j1]Chunyu Pan, Jirong Yi, Changchuan Yin, Jian Yu, Xuehua Li:
Joint 3D UAV Placement and Resource Allocation in Software-Defined Cellular Networks With Wireless Backhaul. IEEE Access 7: 104279-104293 (2019) - [c2]Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai:
An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. ISIT 2019: 1977-1981 - [i5]Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai:
An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. CoRR abs/1901.09413 (2019) - [i4]Jirong Yi, Hui Xie, Leixin Zhou, Xiaodong Wu, Weiyu Xu, Raghuraman Mudumbai:
Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks. CoRR abs/1905.11381 (2019) - 2018
- [c1]Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho:
Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. ISIT 2018: 76-80 - [i3]Jirong Yi, Weiyu Xu:
Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery. CoRR abs/1802.05234 (2018) - [i2]Jirong Yi, Anh Duc Le, Tianming Wang, Xiaodong Wu, Weiyu Xu:
Outlier Detection using Generative Models with Theoretical Performance Guarantees. CoRR abs/1810.11335 (2018) - 2017
- [i1]Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho:
Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. CoRR abs/1711.01396 (2017)
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