Jian Li

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All published works

Action	Title	Year	Authors
+ PDF Chat	Redefining Automotive Radar Imaging: A Domain-Informed 1D Deep Learning Approach for High-Resolution and Efficient Performance	2024	Ruxin Zheng Shunqiao Sun Holger Caesar Honglei Chen Jian Li
+ PDF Chat	Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays	2024	Ruxin Zheng Shunqiao Sun Hongshan Liu Honglei Chen Mojtaba Soltanalian Jian Li
+ PDF Chat	Interpretable and Efficient Beamforming-Based Deep Learning for Single-Snapshot DOA Estimation	2023	Ruxin Zheng Shunqiao Sun Hongshan Liu Honglei Chen Jian Li
+	Generative Table Pre-training Empowers Models for Tabular Prediction	2023	Tian‐Ping Zhang Shaowen Wang Shuicheng Yan Jian Li Qian Liu
+	Interpretable and Efficient Beamforming-Based Deep Learning for Single Snapshot DOA Estimation	2023	Ruxin Zheng Shunqiao Sun Hongshan Liu Honglei Chen Jian Li
+	The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024	2023	Benjamin Kiefer Lojze Žust Matej Kristan Janez Perš Matija Teršek Arnold Wiliem Martin Messmer Cheng-Yen Yang Hsiang-Wei Huang Zhongyu Jiang
+	DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations	2023	Guojun Xiong Gang Yan Shiqiang Wang Jian Li
+	Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures	2022	Tianping Zhang Yizhuo Zhang Wei Cao Jiang Bian Xiaohan Yi Shun Zheng Jian Li
+	Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex Optimization	2022	Zhize Li Jian Li
+	Waveform Design for Mutual Interference Mitigation in Automotive Radar	2022	Arindam Bose Bo Tang Wenjie Huang Mojtaba Soltanalian Jian Li
+	On Optimal Coreset Construction for Euclidean $(k,z)$-Clustering	2022	Lingxiao Huang Jian Li Xuan Wu
+	Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models	2022	Qiong Wu Jian Li Zhenming Liu Yanhua Li Mihai Cucuringu
+ PDF Chat	Joint RFI mitigation and radar echo recovery for one-bit UWB radar	2021	Tianyi Zhang Jiaying Ren Jian Li Lam Nguyen Petre Stoica
+	Modeling and Simulation of Supersonic Parachute Inflation in Mars Environment	2021	Miao Zhao Sijun Zhang Zhang Zhang Qi Wang Yu Liu Jian Li
+ PDF Chat	Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	2021	Xiaolei Shang Jian Li Petre Stoica
+ PDF Chat	Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems	2021	Zhiguo Wang Jiawei Zhang Tsung‐Hui Chang Jian Li Zhi‐Quan Luo
+	RFI Mitigation for One-bit UWB Radar Systems	2021	Tianyi Zhang Jiaying Ren Jian Li Lam Nguyen Petre Stoica
+	Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX	2021	Jiaying Ren Tianyi Zhang Jian Li Petre Stoica
+	Joint RFI Mitigation and Radar Echo Recovery for One-Bit UWB Radar	2021	Tianyi Zhang Jiaying Ren Jian Li Lam Nguyen Petre Stoica
+ PDF Chat	A Sparse Learning Approach to the Detection of Multiple Noise-Like Jammers	2020	Linjie Yan Pia Addabbo Yuxuan Zhang Chengpeng Hao Jun Liu Jian Li Danilo Orlando
+	On Binary Sequence Set Design with Applications to Automotive Radar	2020	Ronghao Lin Jian Li
+	A Sparse Learning Approach to the Detection of Multiple Noise-Like Jammers	2020	Linjie Yan Pia Addabbo Yuxuan Zhang Chengpeng Hao Jun Liu Jian Li Danilo Orlando
+	Improved Algorithms for Convex-Concave Minimax Optimization	2020	Yuanhao Wang Jian Li
+	Analytical Performance of Rank-One Signal Detection in Subspace Interference Plus Gaussian Noise	2019	Jun Liu Jian Li
+ PDF Chat	RFI Mitigation for One-Bit UWB Radar Systems	2019	Tianyi Zhang Jiaying Ren Christopher Gianelli Jian Li
+	One-Bit Radar Processing With Time-Varying Sampling Thresholds	2019	Aria Ameri Arindam Bose Jian Li Mojtaba Soltanalian
+	Distributed Learning with Random Features.	2019	Jian Li Yong Liu Weiping Wang
+	Sinusoidal Parameter Estimation From Signed Measurements Via Majorization–Minimization Based RELAX	2019	Jiaying Ren Tianyi Zhang Jian Li Petre Stoica
+	Automatic Target Recognition Using Discrimination Based on Optimal Transport	2019	Ali Sadeghian Deoksu Lim Johan Karlsson Jian Li
+	Optimizing Electric Multiple Unit Circulation Plan within Maintenance Constraints for High-Speed Railway System	2019	Jian Li Boliang Lin
+	Bayesian Detection for MIMO Radar in Gaussian Clutter	2018	Jun Liu Jinwang Han Zijing Zhang Jian Li
+	$\varepsilon$-Coresets for Clustering (with Outliers) in Doubling Metrics	2018	Lingxiao Huang Shaofeng H.-C. Jiang Jian Li Xuan Wu
+	A New Algorithm for the Josephus Problem Using Binary Count Tree	2018	Jian Li Yanzhou Ma Zesheng Gao Xinyu Hu
+ PDF Chat	High-Resolution Nonparametric Spectral Analysis: Theory and Applications	2017	Erik Larsson Jian Li Petre Stoica
+ PDF Chat	Sparse methods for direction-of-arrival estimation	2017	Zai Yang Jian Li Petre Stoica Lihua Xie
+	One-bit digital radar	2017	Jiaying Ren Jian Li
+	Improved Algorithms For Structured Sparse Recovery	2017	Lingxiao Huang Y. J. Jin Jian Li Haitao Wang
+	Single-Pass PCA of Large High-Dimensional Data	2017	Wenjian Yu Yu Gu Jian Li Shenghua Liu Yaohang Li
+	SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms	2017	Y. J. Jin Lingxiao Huang Jian Li
+ PDF Chat	Energy-Efficient Joint Congestion Control and Resource Optimization in Heterogeneous Cloud Radio Access Networks	2016	Jian Li Mugen Peng Yu‐Ling Yu Zhiguo Ding
+	Sparse Methods for Direction-of-Arrival Estimation	2016	Zai Yang Jian Li Petre Stoica Lihua Xie
+	Energy-Efficient Joint Congestion Control and Resource Optimization in Heterogeneous Cloud Radio Access Networks	2016	Jian Li Mugen Peng Yu‐Ling Yu Zhiguo Ding
+ PDF Chat	Automatic target recognition using discrimination based on optimal transport	2015	Ali Sadeghian Deoksu Lim Johan Karlsson Jian Li
+	Range Queries on Uncertain Data	2015	Jian Li Haitao Wang
+ PDF Chat	Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies	2014	Mugen Peng Yuan Li Jiamo Jiang Jian Li Chonggang Wang
+ PDF Chat	Weighted SPICE: A unifying approach for hyperparameter-free sparse estimation	2014	Petre Stoica Dave Zachariah Jian Li
+ PDF Chat	A Stabilized Low Order Finite-Volume Method for the Three-Dimensional Stationary Navier-Stokes Equations	2012	Jian Li Xin Zhao Jianhua Wu Jianhong Yang
+	Analysis of a class of spectral pair conditions	2011	Jian Li
+	New Method of Sparse Parameter Estimation in Separable Models and Its Use for Spectral Analysis of Irregularly Sampled Data	2010	Petre Stoica Prabhu Babu Jian Li
+	Fast Implementation of <i>ℓ</i> <sub>1</sub> Regularized Learning Algorithms Using Gradient Descent Methods	2010	Yunpeng Cai Yijun Sun Yubo Cheng Jian Li Steve Goodison
+	Duality properties between spectra and tilings	2010	Jian Li
+	Linear Systems, Sparse Solutions, and Sudoku	2009	Prabhu Babu Kristiaan Pelckmans Petre Stoica Jian Li
+	Missing data recovery via a nonparametric iterative adaptive approach	2009	Petre Stoica Jian Li Jun Ling Yubo Cheng
+	A Unified Approach to Ranking in Probabilistic Databases	2009	Jian Li Barna Saha Amol Deshpande
+ PDF Chat	The generalized triangular decomposition	2007	Yi Jiang William W. Hager Jian Li
+	Two-Dimensional Nonparametric Spectral Analysis in the Missing Data Case	2006	Yanwei Wang Jian Li Petre Stoica
+	Nonparametric Estimation of the Number of Unique Sequences in Biological Samples	2006	C. Xu Luzhou Xu Fang Yu Weihong Tan Leonid L. Moroz Jian Li
+	An SSLE algorithm for optimization problem with linear complementarity contraints	2003	Jian Li
+	Spectral Fitting of NMR Spectra Using an Alternating Optimization Method with a Priori Knowledge	1999	Zhaoqiang Bi Angela P. Bruner Jian Li Katherine N. Scott Zheng-She Liu Christine Stopka Hee-Won Kim David C. Wilson
+	On eigenpolynomials for 2-D sinusoidal signals	1999	Petre Stoica Jian Li
+	ON THE EXISTENCE OF FOUR DISTINCT EMBEDDED MINIMAL 2-SPHERES IN (S~3, g)	1985	Jian Li
+	NOTES ON FINITE SUPERSOLVABLE GROUPS	1982	Jian Li

Common Coauthors

Coauthor	Papers Together
Petre Stoica	15
Jiaying Ren	7
Tianyi Zhang	6
Jun Liu	4
Lingxiao Huang	4
Shunqiao Sun	4
Mugen Peng	3
Honglei Chen	3
Lam Nguyen	3
Mojtaba Soltanalian	3
Hongshan Liu	3
Yubo Cheng	2
Ali Sadeghian	2
Arindam Bose	2
Deoksu Lim	2
Yu‐Ling Yu	2
Danilo Orlando	2
Lihua Xie	2
Haitao Wang	2
Chengpeng Hao	2
Y. J. Jin	2
Zhiguo Ding	2
Zai Yang	2
Johan Karlsson	2
Linjie Yan	2
Ruxin Zheng	2
Pia Addabbo	2
Prabhu Babu	2
Ruxin Zheng	2
Jiang Bian	1
Yanzhou Ma	1
Christine Stopka	1
Jianhua Wu	1
Yuan-Hao Ho	1
Andrea Loddo	1
Aiguo Zheng	1
Matej Fabijanić	1
Sai-Kit Yeung	1
Matija Teršek	1
Boliang Lin	1
Hsiang-Wei Huang	1
Cecilia Di Ruberto	1
Matej Kristan	1
Dave Zachariah	1
Jiamo Jiang	1
Weihong Tan	1
Steve Goodison	1
Borja Carrillo-Perez	1
Yannik Steiniger	1
Kaer Huang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Tutorial on MM Algorithms	2004	David R. Hunter Kenneth Lange	6
+ PDF Chat	One-Bit Compressive Sensing With Norm Estimation	2016	Karin Knudson Rayan Saab Rachel Ward	5
+	New Method of Sparse Parameter Estimation in Separable Models and Its Use for Spectral Analysis of Irregularly Sampled Data	2010	Petre Stoica Prabhu Babu Jian Li	4
+	Sinusoidal Parameter Estimation From Signed Measurements Via Majorization–Minimization Based RELAX	2019	Jiaying Ren Tianyi Zhang Jian Li Petre Stoica	4
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	4
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	3
+	Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm	1997	I.F. Gorodnitsky Bhaskar D. Rao	3
+ PDF Chat	A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing	2015	Mingyi Hong Meisam Razaviyayn Zhi‐Quan Luo Jong‐Shi Pang	3
+ PDF Chat	Wideband spectrum sensing for cognitive radio networks: a survey	2013	Hongjian Sun Arumugam Nallanathan Cheng‐Xiang Wang Yunfei Chen	3
+	Nonlinear Programming: A Unified Approach	1972	David W. Peterson Willard I. Zangwill	3
+ PDF Chat	Enhancing Sparsity by Reweighted ℓ 1 Minimization	2008	Emmanuel J. Candès Michael B. Wakin Stephen Boyd	3
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	3
+ PDF Chat	Adaptive Detection of Point-Like Targets in Spectrally Symmetric Interference	2016	Antonio De Maio Danilo Orlando Chengpeng Hao Goffredo Foglia	3
+ PDF Chat	Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning	2015	Julien Mairal	3
+ PDF Chat	Weighted SPICE: A unifying approach for hyperparameter-free sparse estimation	2014	Petre Stoica Dave Zachariah Jian Li	3
+	Channel Estimation and Performance Analysis of One-Bit Massive MIMO Systems	2017	Yongzhi Li Cheng Tao Gonzalo Seco‐Granados Amine Mezghani A. Lee Swindlehurst Liu Liu	3
+	Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning	2016	Ying Sun Prabhu Babu Daniel P. Palomar	3
+ PDF Chat	Near Maximum-Likelihood Detector and Channel Estimator for Uplink Multiuser Massive MIMO Systems With One-Bit ADCs	2016	Junil Choi Jianhua Mo Robert W. Heath	3
+ PDF Chat	New ECCM Techniques Against Noiselike and/or Coherent Interferers	2019	Linjie Yan Pia Addabbo Chengpeng Hao Danilo Orlando A. Farina	2
+	Multipair Massive MIMO Relaying Systems With One-Bit ADC<roman>s</roman> and DAC<roman>s</roman>	2018	Chuili Kong Amine Mezghani Caijun Zhong A. Lee Swindlehurst Zhaoyang Zhang	2
+ PDF Chat	Distances and Riemannian Metrics for Multivariate Spectral Densities	2012	Xianhua Jiang Lipeng Ning Tryphon T. Georgiou	2
+	Nonlinear Programming: A Unified Approach.	1970	E. M. L. Beale Willard I. Zangwill	2
+	Blind Estimation of Sparse Broadband Massive MIMO Channels With Ideal and One-bit ADCs	2018	Amine Mezghani A. Lee Swindlehurst	2
+ PDF Chat	Topics in Optimal Transportation	2003	Cédric Villani	2
+ PDF Chat	Performance Analysis for Channel Estimation With 1-Bit ADC and Unknown Quantization Threshold	2018	Manuel Stein Shahar Bar Josef A. Nossek Joseph Tabrikian	2
+	One-bit digital radar	2017	Jiaying Ren Jian Li	2
+ PDF Chat	Towards a Mathematical Theory of Super‐resolution	2013	Emmanuel J. Candès Carlos Fernandez‐Granda	2
+	Spectral Efficiency of Mixed-ADC Massive MIMO	2018	Hessam Pirzadeh A. Lee Swindlehurst	2
+ PDF Chat	Exact Bounds on the Inverse Mills Ratio and Its Derivatives	2018	Iosif Pinelis	2
+ PDF Chat	RFI Mitigation for One-Bit UWB Radar Systems	2019	Tianyi Zhang Jiaying Ren Christopher Gianelli Jian Li	2
+ PDF Chat	Square-root lasso: pivotal recovery of sparse signals via conic programming	2011	Alexandre Belloni Victor Chernozhukov Lei Wang	2
+	Power spectral geodesics and tracking	2008	Xianhua Jiang Zhi‐Quan Luo Tryphon T. Georgiou	2
+	Noise sensitivity of sparse signal representations: reconstruction error bounds for the inverse problem	2003	Brendt Wohlberg	2
+ PDF Chat	Optimally Tuned Iterative Reconstruction Algorithms for Compressed Sensing	2010	Arian Maleki David L. Donoho	2
+	Metrics for Power Spectra: An Axiomatic Approach	2008	Tryphon T. Georgiou Johan Karlsson Mir Shahrouz Takyar	2
+ PDF Chat	Sequence Set Design With Good Correlation Properties Via Majorization-Minimization	2016	Junxiao Song Prabhu Babu Daniel P. Palomar	2
+ PDF Chat	A Note on the SPICE Method	2013	Cristian R. Rojas Dimitrios Katselis Håkan Hjalmarsson	2
+	Cramer-Rao bound for a sparse complex model	2014	Anisia Florescu Émilie Chouzenoux Jean‐Christophe Pesquet Silviu Ciochină	2
+	The Conjugate Gradient Method for Linear and Nonlinear Operator Equations	1967	James W. Daniel	2
+ PDF Chat	One-bit massive MIMO: Channel estimation and high-order modulations	2015	Sven Jacobsson Giuseppe Durisi Mikael Coldrey Ulf Gustavsson Christoph Studer	2
+	Optimal Mass Transport for Registration and Warping	2004	Steven Haker Lei Zhu Allen Tannenbaum Sigurd Angenent	2
+	Abel's proof: an essay on the sources and meaning of mathematical unsolvability	2004	Peter Pesic	2
+ PDF Chat	Low Complexity Delay-Constrained Beamforming for Multi-User MIMO Systems With Imperfect CSIT	2013	Vincent K. N. Lau Fan Zhang Ying Cui	2
+	The multifamily likelihood ratio test for multiple signal model detection	2005	Steven Kay	2
+ PDF Chat	Uncertainty Bounds for Spectral Estimation	2013	Johan Karlsson Tryphon T. Georgiou	2
+	On the Exponentially Embedded Family (EEF) Rule for Model Order Selection	2012	Petre Stoica Prabhu Babu	2
+	Calculus: An Intuitive and Physical Approach	1967	Morris Kline	2
+	On robustness of &#x2113;<inf>1</inf>-regularization methods for spectral estimation	2014	Johan Karlsson Lipeng Ning	2
+ PDF Chat	Multiple parameter estimation with quantized channel output	2010	Amine Mezghani Felix Antreich Josef A. Nossek	2
+	Compressed sensing	2006	David L. Donoho	2