| 2026 | AAAI | Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract). | Jingchao Gao, Ziqing Lu, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Myung Cho, Catherine Xu, Hui Xie, Weiyu Xu |
| 2025 | ACSSC | Distributed Dual Coordinate Ascent in a Ring Network for Distributed Machine Learning Process. | Myung Cho, Sara Ali, Marjan Asadinia, Lifeng Lai, Weiyu Xu |
| 2024 | ACSSC | Error Correction Codes for Robust Classification with Neural Networks Under Sparse Noise. | Eva Riherd, Raghu Mudumbai, Weiyu Xu |
| 2024 | ACSSC | Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning. | Jirong Yi, Raghu Mudumbai, Weiyu Xu |
| 2024 | CISS | Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems. | Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu |
| 2024 | CISS | Linear Progressive Coding for Semantic Communication using Deep Neural Networks. | Eva Riherd, Raghu Mudumbai, Weiyu Xu |
| 2024 | ICASSP | Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent. | Myung Cho, Meghana Chikkam, Weiyu Xu, Lifeng Lai |
| 2024 | ISIT | Camouflage Adversarial Attacks on Multiple Agent Systems. | Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu |
| 2023 | ACSSC | Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. | Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai |
| 2023 | ACSSC | Trust, but Verify: Robust Image Segmentation using Deep Learning. | Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai |
| 2023 | CISS | Outlier Detection for Generative Models with Performance Guarantees. | Jingchao Gao, Jirong Yi, Weiyu Xu |
| 2023 | ICASSP | Optimal Compression for Minimizing Classification Error Probability: An Information-Theoretic Approach. | Jingchao Gao, Ao Tang, Weiyu Xu |
| 2022 | SEKE | Formal Verification and Analysis of Time-Sensitive Software-Defined Network Architecture. | Weiyu Xu, Xi Wu, Yongxin Zhao, Yongjian Li |
| 2019 | CVPR | Fast Single Image Reflection Suppression via Convex Optimization. | Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, Weiyu Xu |
| 2019 | ICASSP | Generalized Distributed Dual Coordinate Ascent in a Tree Network for Machine Learning. | Myung Cho, Lifeng Lai, Weiyu Xu |
| 2019 | ISIT | An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. | Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai |
| 2018 | CISS | Communication efficient distributed learning with feature partitioned data. | Bingwen Zhang, Jun Geng, Weiyu Xu, Lifeng Lai |
| 2018 | ICASSP | Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound. | Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer |
| 2018 | ISIT | Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. | Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho |
| 2017 | ICASSP | Large scale 2D spectral compressed sensing in continuous domain. | Jian-Feng Cai, Weiyu Xu, Yang Yang |
| 2017 | ICASSP | Phaseless super-resolution in the continuous domain. | Myung Cho, Christos Thrampoulidis, Weiyu Xu, Babak Hassibi |
| 2017 | ICASSP | Identifying correlated components in high-dimensional multivariate Gaussian models. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2016 | ICASSP | Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals. | Myung Cho, Jian-Feng Cai, Suhui Liu, Yonina C. Eldar, Weiyu Xu |
| 2016 | ICASSP | Ber analysis of the box relaxation for BPSK signal recovery. | Christos Thrampoulidis, Ehsan Abbasi, Weiyu Xu, Babak Hassibi |
| 2016 | ICASSP | Precise phase transition of total variation minimization. | Bingwen Zhang, Weiyu Xu, Jian-Feng Cai, Lifeng Lai |
| 2016 | ISIT | Efficient optimal joint channel estimation and data detection for massive MIMO systems. | Haider Ali Jasim Alshamary, Weiyu Xu |
| 2015 | ITW | Detection of correlated components in multivariate Gaussian models. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2014 | ACSSC | Maximum-likelihood joint channel estimation and data detection for space time block coded MIMO systems. | Haider Ali Jasim Alshamary, Weiyu Xu |
| 2014 | ACSSC | Super-resolution line spectrum estimation with block priors. | Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu |
| 2014 | ICASSP | Off-the-grid spectral compressed sensing with prior information. | Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu |
| 2014 | ITA | Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional (D ≥ 2) off-the-grid frequencies. | Weiyu Xu, Jian-Feng Cai, Kumar Vijay Mishra, Myung Cho, Anton Kruger |
| 2013 | ACSSC | New algorithms for verifying the null space conditions in compressed sensing. | Myung Cho, Weiyu Xu |
| 2013 | ICASSP | Matrix design for optimal sensing. | Hema Kumari Achanta, Weiyu Xu, Soura Dasgupta |
| 2013 | ICASSP | Compressed sensing with corrupted participants. | Meng Wang, Weiyu Xu, A. Robert Calderbank |
| 2013 | ICASSP | Toeplitz matrix based sparse error correction in system identification: Outliers and random noises. | Weiyu Xu, Er-Wei Bai, Myung Cho |
| 2013 | ISIT | Quickest search over multiple sequences with mixed observations. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2012 | INFOCOM | Sparse recovery with graph constraints: Fundamental limits and measurement construction. | Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang |
| 2011 | ACSSC | Recent results on sparse recovery over graphs. | Weiyu Xu, Meng Wang, Enrique Mallada, Ao Tang |
| 2011 | CISS | On the scaling law for compressive sensing and its applications. | Weiyu Xu, Ao Tang |
| 2011 | INFOCOM | Compressive sensing over graphs. | Weiyu Xu, Enrique Mallada, Ao Tang |
| 2010 | ICASSP | Breaking through the thresholds: an analysis for iterative reweighted | Weiyu Xu, M. Amin Khajehnejad, Amir Salman Avestimehr, Babak Hassibi |
| 2010 | ISIT | Improved sparse recovery thresholds with two-step reweighted ℓ1 minimization. | M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi |
| 2010 | ISIT | The limits of error correction with lp decoding. | Meng Wang, Weiyu Xu, Ao Tang |
| 2010 | ISIT | On the uniqueness of positive semidefinite matrix solution under compressed observations. | Weiyu Xu, Ao Tang |
| 2010 | ISIT | On the dynamics of ℓ1 decoding: A microscopic approach. | Weiyu Xu, Ao Tang |
| 2009 | GLOBECOM | Near-Optimal Detection in MIMO Systems Using Gibbs Sampling. | Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu |
| 2009 | ISIT | Weighted ℓ1 minimization for sparse recovery with prior information. | M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi |
| 2009 | ISIT | On sharp performance bounds for robust sparse signal recoveries. | Weiyu Xu, Babak Hassibi |
| 2008 | DATE | Optimizing Near-ML MIMO Detector for SDR Baseband on Parallel Programmable Architectures. | Min Li, Bruno Bougard, Weiyu Xu, David Novo, Liesbet Van der Perre, Francky Catthoor |
| 2008 | ICASSP | Compressed sensing - probabilistic analysis of a null-space characterization. | Mihailo Stojnic, Weiyu Xu, Babak Hassibi |
| 2008 | ICASSP | Low-complexity blind maximum-likelihood detection for SIMO systems with general constellations. | Weiyu Xu, Mihailo Stojnic, Babak Hassibi |
| 2008 | ISIT | Compressed sensing of approximately sparse signals. | Mihailo Stojnic, Weiyu Xu, Babak Hassibi |
| 2008 | ISIT | ON exact maximum-likelihood detection for non-coherent MIMO wireless systems: A branch-estimate-bound optimization framework. | Weiyu Xu, Mihailo Stojnic, Babak Hassibi |
| 2004 | GLOBECOM | A computationally efficient exact ML sphere decoder. | Weiyu Xu, Youzheng Wang, Zucheng Zhou, Jing Wang |
| 2004 | VTC | Receiver design of MIMO systems in a mixture of Gaussian noise and impulsive noise. | Anxin Li, Youzheng Wang, Weiyu Xu, Zucheng Zhou |
| 2004 | VTC | An efficient tree search algorithm for optimal detection of MIMO signals with channel estimation errors. | Weiyu Xu, Jinjing Jiang, Youzheng Wang, Jing Wang, Zucheng Zhou |
| 2004 | VTC | A fast exact ML sphere decoder with efficient two-layer enumeration. | Weiyu Xu, Youzheng Wang, Jing Wang |
| 2003 | GLOBECOM | A power efficient M-ary orthogonal pulse polarity modulation for TH-UWB system using modified OVSF codes. | Weiyu Xu, Richard Yao, Zihua Guo, Wenwu Zhu, Zucheng Zhou |