Dong Xia

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Matrix Completion

Diabetic Retinopathy

Tensor Decomposition

Top Venues

IEEE Trans. Inf. Theory

IEEE Internet Things J.

J. Mach. Learn. Res.

Publications

Congyuan Duan, Jingyang Li, Dong Xia
Online Policy Learning and Inference by Matrix Completion. CoRR (2024)
Arnab Auddy, Dong Xia, Ming Yuan
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges. CoRR (2024)
T. Tony Cai, Dong Xia, Mengyue Zha
Optimal Differentially Private PCA and Estimation for Spiked Covariance Matrices. CoRR (2024)
Yinan Shen, Dong Xia, Wen-Xin Zhou
Online Quantile Regression. CoRR (2024)
Lichao Zhou, Yifeng Wu, Lei Zhang, Dong Xia
ISTAP-Based Multichannel Radar DOA Estimation Under Rapid Airspace Rotation. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Wanteng Ma, Dong Xia, Jiashuo Jiang
High-dimensional Linear Bandits with Knapsacks. CoRR (2023)
Zhongyuan Lyu, Ting Li, Dong Xia
Optimal Clustering of Discrete Mixtures: Binomial, Poisson, Block Models, and Multi-layer Networks. CoRR (2023)
Nandini Amit Gadhia, Michalis Smyrnakis, Po-Yu Liu, Damer Blake, Melanie Hay, Anh Nguyen, Dong Xia, Ritesh Krishna, Dominic Richards
Formulating a method to analyse the differential expression of co-occurrence networks for small-sampled microbiome data. BCB (2023)
Wanteng Ma, Lilun Du, Dong Xia, Ming Yuan
Multiple Testing of Linear Forms for Noisy Matrix Completion. CoRR (2023)
Bing Jiang, Xiaoling Liu, Chong Wang, Hongbing Luo, Jiankang Liu, Cheng Liu, Zhenyi Ji, Dong Xia
Price strategy of community fresh food e-commerce considering the heterogeneous needs of consumers and fresh quality transparency. RAIRO Oper. Res. 57 (6) (2023)
Zhongyuan Lyu, Dong Xia, Yuan Zhang
Latent Space Model for Higher-Order Networks and Generalized Tensor Decomposition. J. Comput. Graph. Stat. 32 (4) (2023)
Jian-Feng Cai, Jingyang Li, Dong Xia
Online Tensor Learning: Computational and Statistical Trade-offs, Adaptivity and Optimal Regret. CoRR (2023)
Ting Li, Zhongyuan Lyu, Chenyu Ren, Dong Xia
rMultiNet: An R Package For Multilayer Networks Analysis. CoRR (2023)
Yinan Shen, Dong Xia
Quantile and pseudo-Huber Tensor Decomposition. CoRR (2023)
Yinan Shen, Jingyang Li, Jian-Feng Cai, Dong Xia
Computationally Efficient and Statistically Optimal Robust High-Dimensional Linear Regression. CoRR (2023)
Rongqiang Feng, Hongzhi Li, Dong Xia, Chenxi Huang, Wei Tang, Lei Zhao, Kun Zhang, Xiaoming Huang, Weiting Zhu
Design of Comprehensive Energy System Considering Anomaly Detection of Multi-Energy Data. AIAM (2022)
Dong Xia, Linjiang Zheng, Xiaolin Cai, Weining Liu, Dihua Sun
Urban Customized Bus Design for Private Car Commuters. IEEE Internet Things J. 9 (21) (2022)
Zhongyuan Lyu, Dong Xia
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures. CoRR (2022)
Yinan Shen, Jingyang Li, Jian-Feng Cai, Dong Xia
Computationally Efficient and Statistically Optimal Robust Low-rank Matrix Estimation. CoRR (2022)
Zhongyuan Lyu, Dong Xia
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model. CoRR (2022)
Li Chen, Linjiang Zheng, Dong Xia, Xiaolin Cai, Dihua Sun, Weining Liu
Recognizing and Analyzing Private Car Commuters Using Big Data of Electronic Registration Identification of Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Dong Xia, Linjiang Zheng, Yi Tang, Xiaolin Cai, Li Chen, Weining Liu, Dihua Sun
Link-Based Traffic Estimation and Simulation for Road Networks Using Electronic Registration Identification Data. IEEE Trans. Veh. Technol. 71 (8) (2022)
Tianxi Cai, Dong Xia, Luwan Zhang, Doudou Zhou
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model. CoRR (2022)
Wanteng Ma, Ying Cao, Danny H. K. Tsang, Dong Xia
Optimal Regularized Online Convex Allocation by Adaptive Re-Solving. CoRR (2022)
Chenglin Ye, Linjiang Zheng, Dong Xia
A Particle Swarm-Based Commuter Matching Approach for Stable. SMC (2022)
Jian-Feng Cai, Jingyang Li, Dong Xia
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization. J. Mach. Learn. Res. 23 (2022)
Li Chen, Linjiang Zheng, Dong Xia, Dihua Sun, Weining Liu
STL-Detector: Detecting City-Wide Ride-Sharing Cars via Self-Taught Learning. IEEE Internet Things J. 9 (3) (2022)
Dong Xia, Ming Yuan
Effective Tensor Sketching via Sparsification. IEEE Trans. Inf. Theory 67 (2) (2021)
Dong Xia, Linjiang Zheng, Li Chen, Weining Liu, Dihua Sun
DR-TSP: A Data Repairing Framework for Time Synchronization Problems in ERI Data. IEEE Internet Things J. 8 (14) (2021)
Zhongyuan Lyu, Dong Xia, Yuan Zhang
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition. CoRR (2021)
Jian-Feng Cai, Jingyang Li, Dong Xia
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization. CoRR (2021)
Li Chen, Linjiang Zheng, Jie Yang, Dong Xia, Weining Liu
Short-term traffic flow prediction: From the perspective of traffic flow decomposition. Neurocomputing 413 (2020)
Linjiang Zheng, Dong Xia, Li Chen, Dihua Sun
Understanding Citywide Resident Mobility Using Big Data of Electronic Registration Identification of Vehicles. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Bing-Yi Jing, Ting Li, Zhongyuan Lyu, Dong Xia
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition. CoRR (2020)
Yuan Zhang, Dong Xia
Edgeworth expansions for network moments. CoRR (2020)
Dong Xia, Anru R. Zhang, Yuchen Zhou
Inference for Low-rank Tensors - No Need to Debias. CoRR (2020)
Dong Xia, Ming Yuan
Statistical Inferences of Linear Forms for Noisy Matrix Completion. CoRR (2019)
Dong Xia, Ming Yuan
On Polynomial Time Methods for Exact Low-Rank Tensor Completion. Found. Comput. Math. 19 (6) (2019)
Zhe Zou, Linjiang Zheng, Dong Xia, Yiwei Chen, Weining Liu, Yixiong Chen
CSIndex: A Coprocessor-Based Classified Secondary Index Mechanism for Efficient HBase Query. ISPA/BDCloud/SocialCom/SustainCom (2019)
Chen Cui, Linjiang Zheng, Dong Xia, Li Chen, Dihua Sun
A Carpooling Service for Private Vehicles Using Electronic Registration Identification Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Jing Huang, Linjiang Zheng, Jiangling Qin, Dong Xia, Li Chen, Dihua Sun
Short-Term Travel Time Prediction on Urban Road Networks using Massive ERI Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Dong Xia
Data-dependent Confidence Regions of Singular Subspaces. CoRR (2019)
Cong Wu Dong, Dong Xia, Jicheng Jin, Zhi Yang
Classification of diabetic retinopathy based on DSIRNet. ICCSE (2019)
Dong Xia
Confidence Region of Singular Subspaces for Low-Rank Matrix Regression. IEEE Trans. Inf. Theory 65 (11) (2019)
Dong Xia, Fan Zhou
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising. J. Mach. Learn. Res. 20 (2019)
Peng Wei, Xiaole Han, Dong Xia, Taolin Liu, Hao Lang
Novel Fiber-Optic Ring Acoustic Emission Sensor. Sensors 18 (1) (2018)
Peng Wei, Xiaole Han, Dong Xia
Measurement Method for the Velocity of Acoustic Emission Wave in Liquid Nitrogen. IEEE Trans. Ind. Electron. 65 (10) (2018)
Dong Xia
Non-asymptotic bounds for percentiles of independent non-identical random variables. CoRR (2018)
Anru Zhang, Dong Xia
Tensor SVD: Statistical and Computational Limits. IEEE Trans. Inf. Theory 64 (11) (2018)
Dong Xia
The Distribution of Transient Magnetic Field and Eddy Current Losses of Three-Phase Five-Legged Transformer Under DC Bias. iThings/GreenCom/CPSCom/SmartData (2018)
Dong Xia
Confidence interval of singular vectors for high-dimensional and low-rank matrix regression. CoRR (2018)
Dong Xia, Ming Yuan, Cun-Hui Zhang
Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries. CoRR (2017)
Dong Xia, Ming Yuan
On Polynomial Time Methods for Exact Low Rank Tensor Completion. CoRR (2017)
Dong Xia, Ming Yuan
Tensor Sketching: Sparsification and Rank-One Projection. CoRR (2017)
Peng Wei, Hao Lang, Taolin Liu, Dong Xia
Detonation Velocity Measurement with Chirped Fiber Bragg Grating. Sensors 17 (11) (2017)
Dong Xia, Fan Zhou
The $\ell_\infty$ Perturbation of HOSVD and Low Rank Tensor Denoising. CoRR (2017)
Anru Zhang, Dong Xia
Guaranteed Tensor PCA with Optimality in Statistics and Computation. CoRR (2017)
Linjiang Zheng, Dong Xia, Xin Zhao, Weining Liu
Mining Trip Attractive Areas Using Large-Scale Taxi Trajectory Data. ISPA/IUCC (2017)
Vladimir Koltchinskii, Dong Xia
Optimal estimation of low rank density matrices. J. Mach. Learn. Res. 16 (2015)
Dong Xia, Jonathan Hart, Qiang Fu
Evaluation of the Minstrel rate adaptation algorithm in IEEE 802.11g WLANs. ICC (2013)
Dong Xia, Jian-Kang Zhang, Sorina Dumitrescu
Energy-Efficient Full Diversity Collaborative Unitary Space-Time Block Code Designs via Unique Factorization of Signals. IEEE Trans. Inf. Theory 59 (3) (2013)
Dong Xia, Jonathan Hart, Qiang Fu
On the performance of rate control algorithm Minstrel. PIMRC (2012)
Dong Xia, Jian-Kang Zhang, Sorina Dumitrescu, Fengkui Gong
Full Diversity Non-Coherent Alamouti-Based Toeplitz Space-Time Block Codes. IEEE Trans. Signal Process. 60 (10) (2012)
Dong Xia, Jian-Kang Zhang, Sorina Dumitrescu
Energy-Efficient Full Diversity Collaborative Unitary Space-Time Block Code Design via Unique Factorization of Signals CoRR (2011)
Dong Xia, Qiang Fu
An experimental study on performance comparison of rate adaptation and fixed rate in IEEE 802.11g. ATNAC (2011)