Weiyu Xu - RankMe

183 papers A* 4A 1B 16C 1Misc 28Journal 109Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artificial Superintelligence May be Useless: Equilibria in the Economy of Multiple AI Agents. CoRR Huan Cai, Ziqing Lu, Catherine Xu, Weiyu Xu, Jie Zheng
2026	J	`jnl`	Camouflage Adversarial Attacks on Multi-Agent Reinforcement Learning Systems. IEEE Trans. Signal Process. Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
2026	A*	`conf`	Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract). AAAI Jingchao Gao, Ziqing Lu, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Myung Cho, Catherine Xu, Hui Xie, Weiyu Xu
2026	J	`jnl`	Repair Brain Damage: Real-Numbered Error Correction Code for Neural Network. CoRR Ziqing Li, Myung Cho, Qiutong Jin, Weiyu Xu
2025	—	`conf`	Distributed Dual Coordinate Ascent in a Ring Network for Distributed Machine Learning Process. IEEECONF Myung Cho, Sara Ali, Marjan Asadinia, Lifeng Lai, Weiyu Xu
2025	J	`jnl`	Hypothesis Testing for Subset Identification: A Linear Measurement Scheme. IEEE Trans. Signal Process. Myung Cho, Weiyu Xu, Ziqing Lu, Lifeng Lai
2025	J	`jnl`	Learn to Change the World: Multi-level Reinforcement Learning with Model-Changing Actions. CoRR Ziqing Lu, Babak Hassibi, Lifeng Lai, Weiyu Xu
2025	J	`jnl`	Outlier Detection Using Generative Models With Theoretical Performance Guarantees. IEEE Trans. Inf. Theory Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu
2025	J	`jnl`	Provably Invincible Adversarial Attacks on Reinforcement Learning Systems: A Rate-Distortion Information-Theoretic Approach. CoRR Ziqing Lu, Lifeng Lai, Weiyu Xu
2024	B	`conf`	Camouflage Adversarial Attacks on Multiple Agent Systems. ISIT Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
2024	J	`jnl`	Camouflage Adversarial Attacks on Multiple Agent Systems. CoRR Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
2024	—	`conf`	Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning. IEEECONF Jirong Yi, Raghu Mudumbai, Weiyu Xu
2024	—	`conf`	Error Correction Codes for Robust Classification with Neural Networks Under Sparse Noise. IEEECONF Eva Riherd, Raghu Mudumbai, Weiyu Xu
2024	Misc	`conf`	Linear Progressive Coding for Semantic Communication using Deep Neural Networks. CISS Eva Riherd, Raghu Mudumbai, Weiyu Xu
2024	Misc	`conf`	Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems. CISS Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
2024	J	`jnl`	Towards unlocking the mystery of adversarial fragility of neural networks. CoRR Jingchao Gao, Raghu Mudumbai, Xiaodong Wu, Jirong Yi, Catherine Xu, Hui Xie, Weiyu Xu
2024	Misc	`conf`	Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent. ICASSP Myung Cho, Meghana Chikkam, Weiyu Xu, Lifeng Lai
2023	—	`conf`	Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network. MLSP Myung Cho, Lifeng Lai, Weiyu Xu
2023	J	`jnl`	Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network. CoRR Myung Cho, Lifeng Lai, Weiyu Xu
2023	Misc	`conf`	Error Correction Codes for Testing Chemical/Biological Agents: Using Pooled Testing to Increase Test Reliability. ACSSC Jirong Yi, Myung Cho, Jingchao Gao, Xiaodong Wu, Weiyu Xu, Raghu Mudumbai
2023	Misc	`conf`	Optimal Compression for Minimizing Classification Error Probability: An Information-Theoretic Approach. ICASSP Jingchao Gao, Ao Tang, Weiyu Xu
2023	J	`jnl`	Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems. CoRR Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
2023	J	`jnl`	Outlier Detection Using Generative Models with Theoretical Performance Guarantees. CoRR Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu
2023	Misc	`conf`	Outlier Detection for Generative Models with Performance Guarantees. CISS Jingchao Gao, Jirong Yi, Weiyu Xu
2023	J	`jnl`	To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price. CoRR Huan Cai, Catherine Xu, Weiyu Xu
2023	Misc	`conf`	Trust, but Verify: Robust Image Segmentation using Deep Learning. ACSSC Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai
2023	J	`jnl`	Trust, but Verify: Robust Image Segmentation using Deep Learning. CoRR Fahim Ahmed Zaman, Xiaodong Wu, Weiyu Xu, Milan Sonka, Raghuraman Mudumbai
2023	J	`jnl`	gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation. CoRR Hui Xie, Weiyu Xu, Yaxing Wang, John M. Buatti, Xiaodong Wu
2022	J	`jnl`	A deep learning network with differentiable dynamic programming for retina OCT surface segmentation. CoRR Hui Xie, Weiyu Xu, Xiaodong Wu
2022	C	`conf`	Formal Verification and Analysis of Time-Sensitive Software-Defined Network Architecture. SEKE Weiyu Xu, Xi Wu, Yongxin Zhao, Yongjian Li
2022	J	`jnl`	Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach. CoRR Jingchao Gao, Ao Tang, Weiyu Xu
2022	J	`jnl`	Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond. PLoS Comput. Biol. Kody A. Waldstein, Jirong Yi, Myung Cho, Raghu Mudumbai, Xiaodong Wu, Steven M. Varga, Weiyu Xu
2021	—	`conf`	Channel Reciprocity in FDD Multiuser MIMO Systems by Super-resolution. ICC Wanshan Yang, Zhe Feng, Lijun Chen, Weiyu Xu, Youjian Eugene Liu
2021	J	`jnl`	Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning. IEEE J. Sel. Areas Commun. Myung Cho, Lifeng Lai, Weiyu Xu
2020	J	`jnl`	Correction to "Optimal Joint Channel Estimation and Data Detection for Massive SIMO Wireless Systems: A Polynomial Complexity Solution". IEEE Trans. Inf. Theory Weiyu Xu, Haider Ali Jasim Alshamary, Tareq Y. Al-Naffouri, Alam Zaib
2020	J	`jnl`	Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning. CoRR Jirong Yi, Raghu Mudumbai, Weiyu Xu
2020	J	`jnl`	Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks. CoRR Zain Khan, Jirong Yi, Raghu Mudumbai, Xiaodong Wu, Weiyu Xu
2020	J	`jnl`	Low-Cost and High-Throughput Testing of COVID-19 Viruses and Antibodies via Compressed Sensing: System Concepts and Computational Experiments. CoRR Jirong Yi, Raghu Mudumbai, Weiyu Xu
2020	J	`jnl`	Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery. IEEE Trans. Inf. Theory Jirong Yi, Weiyu Xu
2020	J	`jnl`	Optimal Joint Channel Estimation and Data Detection for Massive SIMO Wireless Systems: A Polynomial Complexity Solution. IEEE Trans. Inf. Theory Weiyu Xu, Haider Ali Jasim Alshamary, Tareq Y. Al-Naffouri, Alam Zaib
2020	J	`jnl`	Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints. CoRR Jirong Yi, Myung Cho, Xiaodong Wu, Raghu Mudumbai, Weiyu Xu
2020	J	`jnl`	Projected Wirtinger Gradient Descent for Digital Waves Reconstruction. Traitement du Signal Suhui Liu, Lelai Shi, Weiyu Xu
2019	B	`conf`	An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. ISIT Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai
2019	J	`jnl`	An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. CoRR Hui Xie, Jirong Yi, Weiyu Xu, Raghu Mudumbai
2019	A*	`conf`	Fast Single Image Reflection Suppression via Convex Optimization. CVPR Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, Weiyu Xu
2019	J	`jnl`	Fast Single Image Reflection Suppression via Convex Optimization. CoRR Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, Weiyu Xu
2019	Misc	`conf`	Generalized Distributed Dual Coordinate Ascent in a Tree Network for Machine Learning. ICASSP Myung Cho, Lifeng Lai, Weiyu Xu
2019	J	`jnl`	Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks. CoRR Jirong Yi, Hui Xie, Leixin Zhou, Xiaodong Wu, Weiyu Xu, Raghuraman Mudumbai
2018	Misc	`conf`	Communication efficient distributed learning with feature partitioned data. CISS Bingwen Zhang, Jun Geng, Weiyu Xu, Lifeng Lai
2018	J	`jnl`	Computable performance guarantees for compressed sensing matrices. EURASIP J. Adv. Signal Process. Myung Cho, Kumar Vijay Mishra, Weiyu Xu
2018	J	`jnl`	How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics: Optimal Strategies, Estimation Error Bounds Tighter than the Cramér-Rao Bound). CoRR Weiyu Xu, Lifeng Lai, M. Amin Khajehnejad
2018	J	`jnl`	MSE-optimal 1-bit Precoding for Multiuser MIMO via Branch and Bound. CoRR Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer
2018	Misc	`conf`	Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound. ICASSP Sven Jacobsson, Weiyu Xu, Giuseppe Durisi, Christoph Studer
2018	J	`jnl`	Necessary and Sufficient Null Space Condition for Nuclear Norm Minimization in Low-Rank Matrix Recovery. CoRR Jirong Yi, Weiyu Xu
2018	J	`jnl`	Outlier Detection using Generative Models with Theoretical Performance Guarantees. CoRR Jirong Yi, Anh Duc Le, Tianming Wang, Xiaodong Wu, Weiyu Xu
2018	B	`conf`	Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. ISIT Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
2018	J	`jnl`	Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO. IEEE Trans. Signal Process. Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
2018	—	`conf`	The Performance Of Box-Relaxation Decoding In Massive MIMO With Low-Resolution ADCS. SSP Christos Thrampoulidis, Weiyu Xu
2017	Misc	`conf`	Identifying correlated components in high-dimensional multivariate Gaussian models. ICASSP Jun Geng, Weiyu Xu, Lifeng Lai
2017	Misc	`conf`	Large scale 2D spectral compressed sensing in continuous domain. ICASSP Jian-Feng Cai, Weiyu Xu, Yang Yang
2017	J	`jnl`	Network Constrained Distributed Dual Coordinate Ascent for Machine Learning. CoRR Myung Cho, Lifeng Lai, Weiyu Xu
2017	Misc	`conf`	Phaseless super-resolution in the continuous domain. ICASSP Myung Cho, Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
2017	J	`jnl`	Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. CoRR Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
2017	J	`jnl`	Symbol Error Rate Performance of Box-relaxation Decoders in Massive MIMO. CoRR Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
2016	Misc	`conf`	Ber analysis of the box relaxation for BPSK signal recovery. ICASSP Christos Thrampoulidis, Ehsan Abbasi, Weiyu Xu, Babak Hassibi
2016	J	`jnl`	Compressed Hypothesis Testing: To Mix or Not to Mix? CoRR Myung Cho, Weiyu Xu, Lifeng Lai
2016	J	`jnl`	Distributed Channel Estimation and Pilot Contamination Analysis for Massive MIMO-OFDM Systems. IEEE Trans. Commun. Alam Zaib, Mudassir Masood, Anum Ali, Weiyu Xu, Tareq Y. Al-Naffouri
2016	J	`jnl`	Efficient Optimal Joint Channel Estimation and Data Detection for Massive MIMO Systems. CoRR Haider Ali Jasim Alshamary, Weiyu Xu
2016	B	`conf`	Efficient optimal joint channel estimation and data detection for massive MIMO systems. ISIT Haider Ali Jasim Alshamary, Weiyu Xu
2016	Misc	`conf`	Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals. ICASSP Myung Cho, Jian-Feng Cai, Suhui Liu, Yonina C. Eldar, Weiyu Xu
2016	J	`jnl`	New Algorithms for Verifying the Null Space Condition in Compressed Sensing. CoRR Myung Cho, Kumar Vijay Mishra, Weiyu Xu
2016	J	`jnl`	Phaseless super-resolution in the continuous domain. CoRR Myung Cho, Christos Thrampoulidis, Weiyu Xu, Babak Hassibi
2016	Misc	`conf`	Precise phase transition of total variation minimization. ICASSP Bingwen Zhang, Weiyu Xu, Jian-Feng Cai, Lifeng Lai
2016	J	`jnl`	Quickest Sequential Multiband Spectrum Sensing With Mixed Observations. IEEE Trans. Signal Process. Jun Geng, Weiyu Xu, Lifeng Lai
2015	J	`jnl`	BER Analysis of the box relaxation for BPSK Signal Recovery. CoRR Christos Thrampoulidis, Ehsan Abbasi, Weiyu Xu, Babak Hassibi
2015	J	`jnl`	Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals. CoRR Myung Cho, Kumar Vijay Mishra, Jian-Feng Cai, Weiyu Xu
2015	J	`jnl`	Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals. IEEE Signal Process. Lett. Myung Cho, Kumar Vijay Mishra, Jian-Feng Cai, Weiyu Xu
2015	—	`conf`	Detection of correlated components in multivariate Gaussian models. ITW Fall Jun Geng, Weiyu Xu, Lifeng Lai
2015	J	`jnl`	Distributed Channel Estimation and Pilot Contamination Analysis for Massive MIMO-OFDM Systems. CoRR Alam Zaib, Mudassir Masood, Anum Ali, Weiyu Xu, Tareq Y. Al-Naffouri
2015	J	`jnl`	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm. IEEE Trans. Inf. Theory M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2015	J	`jnl`	Optimal Non-coherent Data Detection for Massive SIMO Wireless Systems with General Constellations: A Polynomial Complexity Solution. CoRR Haider Ali Jasim Alshamary, Md Fahim Anjum, Tareq Y. Al-Naffouri, Alam Zaib, Weiyu Xu
2015	—	`conf`	Optimal non-coherent data detection for massive SIMO wireless systems: A polynomial complexity solution. SP/SPE Haider Ali Jasim Alshamary, Tareq Y. Al-Naffouri, Alam Zaib, Weiyu Xu
2015	J	`jnl`	Precise Phase Transition of Total Variation Minimization. CoRR Bingwen Zhang, Weiyu Xu, Jian-Feng Cai, Lifeng Lai
2015	J	`jnl`	Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing. CoRR Jian-Feng Cai, Suhui Liu, Weiyu Xu
2015	J	`jnl`	Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction. CoRR Jian-Feng Cai, Xiaobo Qu, Weiyu Xu, Gui-Bo Ye
2015	J	`jnl`	Sparse Recovery With Graph Constraints. IEEE Trans. Inf. Theory Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang
2015	J	`jnl`	Spectral Super-Resolution With Prior Knowledge. IEEE Trans. Signal Process. Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2014	—	`conf`	A distributed control law for optimum sensor placement for source localization. ICACCI Hema Kumari Achanta, Soura Dasgupta, Weiyu Xu, Raghuraman Mudumbai, Er-Wei Bai
2014	J	`jnl`	Kernel based approaches to local nonlinear non-parametric variable selection. Autom. Er-Wei Bai, Kang Li, Wen-Xiao Zhao, Weiyu Xu
2014	Misc	`conf`	Maximum-likelihood joint channel estimation and data detection for space time block coded MIMO systems. ACSSC Haider Ali Jasim Alshamary, Weiyu Xu
2014	Misc	`conf`	Off-the-grid spectral compressed sensing with prior information. ICASSP Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2014	J	`jnl`	Optimal non-coherent data detection for massive SIMO wireless systems: A polynomial complexity solution. CoRR Haider Ali Jasim Alshamary, Tareq Y. Al-Naffouri, Alam Zaib, Weiyu Xu
2014	J	`jnl`	Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time. IEEE Trans. Signal Process. Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu
2014	Misc	`conf`	Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional (D ≥ 2) off-the-grid frequencies. ITA Weiyu Xu, Jian-Feng Cai, Kumar Vijay Mishra, Myung Cho, Anton Kruger
2014	J	`jnl`	Spectral Super-resolution With Prior Knowledge. CoRR Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2014	J	`jnl`	Super-resolution Line Spectrum Estimation with Block Priors. CoRR Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2014	Misc	`conf`	Super-resolution line spectrum estimation with block priors. ACSSC Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2014	J	`jnl`	System identification in the presence of outliers and random noises: A compressed sensing approach. Autom. Weiyu Xu, Er-Wei Bai, Myung Cho
2013	—	`conf`	Compressed hypothesis testing: To mix or not to mix? Allerton Weiyu Xu, Lifeng Lai
2013	Misc	`conf`	Compressed sensing with corrupted participants. ICASSP Meng Wang, Weiyu Xu, A. Robert Calderbank
2013	J	`jnl`	Guarantees of Total Variation Minimization for Signal Recovery CoRR Jian-Feng Cai, Weiyu Xu
2013	—	`conf`	Guarantees of total variation minimization for signal recovery. Allerton Jian-Feng Cai, Weiyu Xu
2013	—	`conf`	Local variable selection and dimension determination of nonlinear non-parametric systems. CDC Er-Wei Bai, Kang Li, Wen-Xiao Zhao, Weiyu Xu
2013	Misc	`conf`	Matrix design for optimal sensing. ICASSP Hema Kumari Achanta, Weiyu Xu, Soura Dasgupta
2013	Misc	`conf`	New algorithms for verifying the null space conditions in compressed sensing. ACSSC Myung Cho, Weiyu Xu
2013	J	`jnl`	Off-The-Grid Spectral Compressed Sensing With Prior Information. CoRR Kumar Vijay Mishra, Myung Cho, Anton Kruger, Weiyu Xu
2013	J	`jnl`	Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: an Analysis of Stationary Distribution and Mixing Time. CoRR Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu
2013	J	`jnl`	Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional ($d\geq 2$) Off-the-Grid Frequencies. CoRR Weiyu Xu, Jian-Feng Cai, Kumar Vijay Mishra, Myung Cho, Anton Kruger
2013	J	`jnl`	Precisely Verifying the Null Space Conditions in Compressed Sensing: A Sandwiching Algorithm. CoRR Myung Cho, Weiyu Xu
2013	J	`jnl`	Quickest Search Over Multiple Sequences with Mixed Observations CoRR Jun Geng, Weiyu Xu, Lifeng Lai
2013	J	`jnl`	Quickest Search over Multiple Sequences with Mixed Observation. CoRR Jun Geng, Weiyu Xu, Lifeng Lai
2013	B	`conf`	Quickest search over multiple sequences with mixed observations. ISIT Jun Geng, Weiyu Xu, Lifeng Lai
2013	J	`jnl`	Sparse Error Correction From Nonlinear Measurements With Applications in Bad Data Detection for Power Networks. IEEE Trans. Signal Process. Weiyu Xu, Meng Wang, Jian-Feng Cai, Ao Tang
2013	Misc	`conf`	Toeplitz matrix based sparse error correction in system identification: Outliers and random noises. ICASSP Weiyu Xu, Er-Wei Bai, Myung Cho
2013	J	`jnl`	Universally Elevating the Phase Transition Performance of Compressed Sensing: Non-Isometric Matrices are Not Necessarily Bad Matrices. CoRR Weiyu Xu, Myung Cho
2012	J	`jnl`	Accuracy of the Morphology Enabled Dipole Inversion (MEDI) Algorithm for Quantitative Susceptibility Mapping in MRI. IEEE Trans. Medical Imaging Tian Liu, Weiyu Xu, Pascal Spincemaille, Amir Salman Avestimehr, Yi Wang
2012	J	`jnl`	Compressed Hypothesis Testing: to Mix or Not to Mix? CoRR Weiyu Xu, Lifeng Lai
2012	—	`ch.`	Fundamental thresholds in compressed sensing: a high-dimensional geometry approach. Compressed Sensing Weiyu Xu, Babak Hassibi
2012	J	`jnl`	Low Complexity Blind Equalization for OFDM Systems with General Constellations CoRR Tareq Y. Al-Naffouri, Ala A. Dahman, Muhammad S. Sohail, Weiyu Xu, Babak Hassibi
2012	J	`jnl`	Low-Complexity Blind Equalization for OFDM Systems With General Constellations. IEEE Trans. Signal Process. Tareq Y. Al-Naffouri, Ala A. Dahman, Muhammad S. Sohail, Weiyu Xu, Babak Hassibi
2012	J	`jnl`	Matrix Design for Optimal Sensing CoRR Hema Kumari Achanta, Weiyu Xu, Soura Dasgupta
2012	J	`jnl`	On the Mixing Time of Markov Chain Monte Carlo for Integer Least-Square Problems CoRR Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi
2012	—	`conf`	On the mixing time of Markov Chain Monte Carlo for integer least-square problems. CDC Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi
2012	J	`jnl`	Sensing with Optimal Matrices CoRR Hema Kumari Achanta, Soura Dasgupta, Weiyu Xu
2012	J	`jnl`	Sparse Recovery with Graph Constraints CoRR Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang
2012	A*	`conf`	Sparse recovery with graph constraints: Fundamental limits and measurement construction. INFOCOM Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang
2012	J	`jnl`	Toeplitz Matrix Based Sparse Error Correction in System Identification CoRR Weiyu Xu, Er-Wei Bai
2012	J	`jnl`	Toeplitz Matrix Based Sparse Error Correction in System Identification: Outliers and Random Noises CoRR Weiyu Xu, Er-Wei Bai, Myung Cho
2011	J	`jnl`	A Unique "Nonnegative" Solution to an Underdetermined System: From Vectors to Matrices. IEEE Trans. Signal Process. Meng Wang, Weiyu Xu, Ao Tang
2011	J	`jnl`	Analyzing Weighted IEEE Trans. Signal Process. M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2011	A*	`conf`	Compressive sensing over graphs. INFOCOM Weiyu Xu, Enrique Mallada, Ao Tang
2011	J	`jnl`	Cost of Not Splitting in Routing: Characterization and Estimation. IEEE/ACM Trans. Netw. Meng Wang, Chee Wei Tan, Weiyu Xu, Ao Tang
2011	J	`jnl`	Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm CoRR M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2011	J	`jnl`	Null space conditions and thresholds for rank minimization. Math. Program. Benjamin Recht, Weiyu Xu, Babak Hassibi
2011	J	`jnl`	On State Estimation with Bad Data Detection CoRR Weiyu Xu, Meng Wang, Ao Tang
2011	—	`conf`	On state estimation with bad data detection. CDC/ECC Weiyu Xu, Meng Wang, Ao Tang
2011	J	`jnl`	On the Performance of Sparse Recovery Via l IEEE Trans. Inf. Theory Meng Wang, Weiyu Xu, Ao Tang
2011	Misc	`conf`	On the scaling law for compressive sensing and its applications. CISS Weiyu Xu, Ao Tang
2011	J	`jnl`	Precise Stability Phase Transitions for IEEE Trans. Inf. Theory Weiyu Xu, Babak Hassibi
2011	—	`conf`	Recent results on sparse recovery over graphs. ACSCC Weiyu Xu, Meng Wang, Enrique Mallada, Ao Tang
2011	J	`jnl`	Sparse Recovery from Nonlinear Measurements with Applications in Bad Data Detection for Power Networks CoRR Weiyu Xu, Meng Wang, Ao Tang
2011	J	`jnl`	Sparse Recovery of Nonnegative Signals With Minimal Expansion. IEEE Trans. Signal Process. M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi
2011	J	`jnl`	Sparse Recovery with Graph Constraints: Fundamental Limits and Measurement Construction CoRR Meng Wang, Weiyu Xu, Enrique Mallada, Ao Tang
2010	J	`jnl`	A Generalized Coupon Collector Problem CoRR Weiyu Xu, Ao Kevin Tang
2010	J	`jnl`	A Unique "Nonnegative" Solution to an Underdetermined System: from Vectors to Matrices CoRR Meng Wang, Weiyu Xu, Ao Tang
2010	J	`jnl`	Analyzing Weighted ℓ CoRR M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2010	Misc	`conf`	Breaking through the thresholds: an analysis for iterative reweighted ICASSP Weiyu Xu, M. Amin Khajehnejad, Amir Salman Avestimehr, Babak Hassibi
2010	J	`jnl`	Compressive Sensing over Graphs CoRR Weiyu Xu, Enrique Mallada, Ao Tang
2010	J	`jnl`	Compressive Sensing over the Grassmann Manifold: a Unified Geometric Framework CoRR Weiyu Xu, Babak Hassibi
2010	—	`conf`	Compressive sensing over graphs: How many measurements are needed? Allerton Weiyu Xu, Ao Tang
2010	J	`jnl`	Improved Sparse Recovery Thresholds with Two-Step Reweighted ℓ CoRR M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2010	B	`conf`	Improved sparse recovery thresholds with two-step reweighted ℓ1 minimization. ISIT M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2010	J	`jnl`	On the Performance of Sparse Recovery via L_p-minimization (0<=p <=1) CoRR Meng Wang, Weiyu Xu, Ao Tang
2010	J	`jnl`	On the Scaling Law for Compressive Sensing and its Applications CoRR Weiyu Xu, Ao Tang
2010	B	`conf`	On the dynamics of ℓ1 decoding: A microscopic approach. ISIT Weiyu Xu, Ao Tang
2010	B	`conf`	On the uniqueness of positive semidefinite matrix solution under compressed observations. ISIT Weiyu Xu, Ao Tang
2010	J	`jnl`	The Limits of Error Correction with lp Decoding CoRR Meng Wang, Weiyu Xu, Ao Tang
2010	B	`conf`	The limits of error correction with lp decoding. ISIT Meng Wang, Weiyu Xu, Ao Tang
2009	—	`conf`	Breaking the ℓ1 recovery thresholds with reweighted ℓ1 optimization. Allerton Weiyu Xu, M. Amin Khajehnejad, Amir Salman Avestimehr, Babak Hassibi
2009	J	`jnl`	Breaking through the Thresholds: an Analysis for Iterative Reweighted ℓ CoRR Weiyu Xu, M. Amin Khajehnejad, Amir Salman Avestimehr, Babak Hassibi
2009	J	`jnl`	Efficient and robust compressed sensing using optimized expander graphs. IEEE Trans. Inf. Theory Sina Jafarpour, Weiyu Xu, Babak Hassibi, A. Robert Calderbank
2009	B	`conf`	Near-Optimal Detection in MIMO Systems Using Gibbs Sampling. GLOBECOM Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu
2009	J	`jnl`	Near-Optimal Detection in MIMO Systems using Gibbs Sampling CoRR Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu
2009	B	`conf`	On sharp performance bounds for robust sparse signal recoveries. ISIT Weiyu Xu, Babak Hassibi
2009	J	`jnl`	Sparse Recovery of Positive Signals with Minimal Expansion CoRR M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi
2009	J	`jnl`	Weighted ℓ CoRR M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2009	B	`conf`	Weighted ℓ1 minimization for sparse recovery with prior information. ISIT M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi
2008	Misc	`conf`	Compressed sensing - probabilistic analysis of a null-space characterization. ICASSP Mihailo Stojnic, Weiyu Xu, Babak Hassibi
2008	B	`conf`	Compressed sensing of approximately sparse signals. ISIT Mihailo Stojnic, Weiyu Xu, Babak Hassibi
2008	—	`conf`	Compressed sensing over the Grassmann manifold: A unified analytical framework. Allerton Weiyu Xu, Babak Hassibi
2008	J	`jnl`	Efficient and Robust Compressed Sensing using High-Quality Expander Graphs CoRR Sina Jafarpour, Weiyu Xu, Babak Hassibi, A. Robert Calderbank
2008	Misc	`conf`	Low-complexity blind maximum-likelihood detection for SIMO systems with general constellations. ICASSP Weiyu Xu, Mihailo Stojnic, Babak Hassibi
2008	—	`conf`	Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization. CDC Benjamin Recht, Weiyu Xu, Babak Hassibi
2008	B	`conf`	ON exact maximum-likelihood detection for non-coherent MIMO wireless systems: A branch-estimate-bound optimization framework. ISIT Weiyu Xu, Mihailo Stojnic, Babak Hassibi
2008	A	`conf`	Optimizing Near-ML MIMO Detector for SDR Baseband on Parallel Programmable Architectures. DATE Min Li, Bruno Bougard, Weiyu Xu, David Novo, Liesbet Van der Perre, Francky Catthoor
2007	J	`jnl`	A Local Tree Structure is NOT Sufficient for the Local Optimality of Message-Passing Decoding in Low Density Parity Check Codes CoRR Weiyu Xu
2007	J	`jnl`	On the Complexity of Exact Maximum-Likelihood Decoding for Asymptotically Good Low Density Parity Check Codes CoRR Weiyu Xu, Babak Hassibi
2004	B	`conf`	A computationally efficient exact ML sphere decoder. GLOBECOM Weiyu Xu, Youzheng Wang, Zucheng Zhou, Jing Wang
2004	—	`conf`	A fast exact ML sphere decoder with efficient two-layer enumeration. VTC Fall (2) Weiyu Xu, Youzheng Wang, Jing Wang
2004	—	`conf`	An efficient tree search algorithm for optimal detection of MIMO signals with channel estimation errors. VTC Fall (2) Weiyu Xu, Jinjing Jiang, Youzheng Wang, Jing Wang, Zucheng Zhou
2004	—	`conf`	Performance Analysis and Receiver Design for SDMA-Based Wireless Networks in Impulsive Noise. PWC Anxin Li, Chao Zhang, Youzheng Wang, Weiyu Xu, Zucheng Zhou
2004	—	`conf`	Receiver design of MIMO systems in a mixture of Gaussian noise and impulsive noise. VTC Fall (2) Anxin Li, Youzheng Wang, Weiyu Xu, Zucheng Zhou
2003	B	`conf`	A power efficient M-ary orthogonal pulse polarity modulation for TH-UWB system using modified OVSF codes. GLOBECOM Weiyu Xu, Richard Yao, Zihua Guo, Wenwu Zhu, Zucheng Zhou