Jinhui Xu
According to our database^{1},
Jinhui Xu
authored at least 164 papers
between 2000 and 2021.
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Bibliography
2021
IEEE Trans. Inf. Theory, 2021
Theor. Comput. Sci., 2021
Inferring ground truth from crowdsourced data under local attribute differential privacy.
Theor. Comput. Sci., 2021
CoRR, 2021
Comput. Geom., 2021
Proceedings of the 2021 ACMSIAM Symposium on Discrete Algorithms, 2021
Estimating Smooth GLM in Noninteractive Local Differential Privacy Model with Public Unlabeled Data.
Proceedings of the Algorithmic Learning Theory, 2021
2020
Tight lower bound of sparse covariance matrix estimation in the local differential privacy model.
Theor. Comput. Sci., 2020
Theor. Comput. Sci., 2020
Robust high dimensional expectation maximization algorithm via trimmed hard thresholding.
Mach. Learn., 2020
Empirical Risk Minimization in the Noninteractive Local Model of Differential Privacy.
J. Mach. Learn. Res., 2020
J. Comput. Syst. Sci., 2020
Estimating stochastic linear combination of nonlinear regressions efficiently and scalably.
Neurocomputing, 2020
Differentially Private (Gradient) Expectation Maximization Algorithm with Statistical Guarantees.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness.
CoRR, 2020
Algorithmica, 2020
Algorithmica, 2020
Algorithmica, 2020
Escaping Saddle Points of Empirical Risk Privately and Scalably via DPTrust Region Method.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 31st International Symposium on Algorithms and Computation, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the ThirtyFourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the ThirtyFourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Mob. Comput., 2019
Neurocomputing, 2019
CoRR, 2019
Estimating Smooth GLM in Noninteractive Local Differential Privacy Model with Public Unlabeled Data.
CoRR, 2019
Algorithmica, 2019
Proceedings of the 30th International Symposium on Algorithms and Computation, 2019
Proceedings of the 30th International Symposium on Algorithms and Computation, 2019
Lower Bound of Locally Differentially Private Sparse Covariance Matrix Estimation.
Proceedings of the TwentyEighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the TwentyEighth International Joint Conference on Artificial Intelligence, 2019
Differentially Private Empirical Risk Minimization with Nonconvex Loss Functions.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019
Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations.
Proceedings of the Algorithmic Learning Theory, 2019
Differentially Private Empirical Risk Minimization with Smooth NonConvex Loss Functions: A NonStationary View.
Proceedings of the ThirtyThird AAAI Conference on Artificial Intelligence, 2019
2018
Theor. Comput. Sci., 2018
Differentially Private Empirical Risk Minimization in Noninteractive Local Model via Polynomial of Inner Product Approximation.
CoRR, 2018
Efficient Empirical Risk Minimization with Smooth Loss Functions in Noninteractive Local Differential Privacy.
CoRR, 2018
Medical Image Segmentation Using Fruit Fly Optimization and Density Peaks Clustering.
Comput. Math. Methods Medicine, 2018
Empirical Risk Minimization in Noninteractive Local Differential Privacy Revisited.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Holistic Brain Tumor Screening and Classification Based on DenseNet and Recurrent Neural Network.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning.
Proceedings of the ThirtySecond AAAI Conference on Artificial Intelligence, 2018
2017
SIAM J. Comput., 2017
Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Realtime Sampling.
CoRR, 2017
FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems.
Algorithmica, 2017
Differentially Private Empirical Risk Minimization Revisited: Faster and More General.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Big data transfer optimization based on offline knowledge discovery and adaptive sampling.
Proceedings of the 2017 IEEE International Conference on Big Data, 2017
Proceedings of the ThirtyFirst AAAI Conference on Artificial Intelligence, 2017
2016
J. Comb. Optim., 2016
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016
Proceedings of the Medical Imaging 2016: ImageGuided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Proceedings of the 27th International Symposium on Algorithms and Computation, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Frontiers in Algorithmics, 10th International Workshop, 2016
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016
Proceedings of the 32nd International Symposium on Computational Geometry, 2016
2015
Theor. Comput. Sci., 2015
Int. J. Comput. Geom. Appl., 2015
Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015
Mining kmedian chromosome association graphs from a population of heterogeneous cells.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the TwentyNinth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the TwentyNinth AAAI Conference on Artificial Intelligence, 2015
2014
On the approximability of the exemplar adjacency number problem for genomes with gene repetitions.
Theor. Comput. Sci., 2014
Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle.
PLoS Comput. Biol., 2014
J. Comput. Syst. Sci., 2014
CoRR, 2014
Comput. Geom., 2014
Algorithmica, 2014
Sublinear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems.
Proceedings of the 30th Annual Symposium on Computational Geometry, 2014
Proceedings of the Combinatorial Optimization and Applications, 2014
Proceedings of the TwentyEighth AAAI Conference on Artificial Intelligence, 2014
2013
Theor. Comput. Sci., 2013
Theor. Comput. Sci., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Algorithms  ESA 2013, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Combinatorial Optimization and Applications, 2013
2012
CoRR, 2012
CoRR, 2012
Efficient searching of globally optimal and smooth multisurfaces with shape priors.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Computing and Combinatorics  18th Annual International Conference, 2012
2011
ABCMC: A new multichannel geographic forwarding scheme for wireless sensor networks.
Ad Hoc Networks, 2011
Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.
Proceedings of the Machine Learning in Medical Imaging  Second International Workshop, 2011
Proceedings of the Eighth International Symposium on Voronoi Diagrams in Science and Engineering, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the Automata, Languages and Programming  38th International Colloquium, 2011
2010
Theor. Comput. Sci., 2010
Mach. Learn., 2010
Int. J. Comput. Geom. Appl., 2010
Comput. Geom., 2010
Comput. Methods Programs Biomed., 2010
Improved Approximation Algorithms for Maximum Resource Bin Packing and Lazy Bin Covering Problems.
Algorithmica, 2010
ABC: A simple geographic forwarding scheme capable of bypassing routing holes in sensor networks.
Ad Hoc Networks, 2010
Proceedings of the Medical Image Computing and ComputerAssisted Intervention, 2010
Proceedings of the Algorithms and Computation  21st International Symposium, 2010
2009
Theor. Comput. Sci., 2009
An improved approximation algorithm for uncapacitated facility location problem with penalties.
J. Comb. Optim., 2009
J. Comb. Optim., 2009
Realtime endovascular guidewire position simulation using shortest path algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2009
Proceedings of the Second ACM Conference on Wireless Network Security, 2009
Proceedings of the 30th IEEE RealTime Systems Symposium, 2009
Reconstruction from a flexible number of projections in conebeam computed tomography via active shape models.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
ABCMC: A simple multichannel geographic forwarding scheme for wireless sensor networks.
Proceedings of the 28th International Performance Computing and Communications Conference, 2009
Proceedings of the 25th ACM Symposium on Computational Geometry, 2009
2008
J. Comb. Optim., 2008
Comput. Vis. Image Underst., 2008
Proceedings of the Computing and Combinatorics, 14th Annual International Conference, 2008
2007
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007
IEEE/ACM Trans. Netw., 2007
Brachytherapy Seed Localization Using Geometric and Linear Programming Techniques.
IEEE Trans. Medical Imaging, 2007
Networks, 2007
Theory Comput. Syst., 2007
Int. J. Sens. Networks, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Planning imageguided endovascular interventions: guidewire simulation using shortest path algorithms.
Proceedings of the Medical Imaging 2007: Visualization and ImageGuided Procedures, 2007
A Constant Approximation Algorithm for Interference Aware Broadcast in Wireless Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Combinatorial Pattern Matching, 18th Annual Symposium, 2007
Proceedings of the Algorithmic Aspects in Information and Management, 2007
2006
Theor. Comput. Sci., 2006
Inf. Process. Lett., 2006
Solving the brachytherapy seed localization problem using geometric and linear programming techniques.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
A linear programming based algorithm for determining corresponding point tuples in multiple vascular images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
On Mobility Analysis of Functional Sites from Time Lapse Microscopic Image Sequences of Living Cell Nucleus.
Proceedings of the Medical Image Computing and ComputerAssisted Intervention, 2006
Efficient algorithm for approximating maximum inscribed sphere in high dimensional polytope.
Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006
2005
J. Comb. Optim., 2005
J. Comb. Optim., 2005
Efficient Algorithms and Implementations for Optimizing the Sum of Linear Fractional Functions, with Applications.
J. Comb. Optim., 2005
An LP rounding algorithm for approximating uncapacitated facility location problem with penalties.
Inf. Process. Lett., 2005
A new algorithm for determining 3D biplane imaging geometry: theory and implementation.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Image Computing and ComputerAssisted Intervention, 2005
Efficient geometric techniques for reconstructing 3D vessel trees from biplane image.
Proceedings of the 21st ACM Symposium on Computational Geometry, 2005
2004
Efficient burst scheduling algorithms in optical burstswitched networks using geometric techniques.
IEEE J. Sel. Areas Commun., 2004
Int. J. Comput. Geom. Appl., 2004
Comput. Geom., 2004
Efficient algorithms for motion and deformation recovery with biological applications.
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the Computational Science and Its Applications, 2004
Efficient techniques for background estimation and vessel detection in coronary images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
J. Comb. Optim., 2003
J. Algorithms, 2003
Int. J. Comput. Geom. Appl., 2003
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003
Proceedings of the Computing and Combinatorics, 9th Annual International Conference, 2003
Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003
2002
Comput. Geom., 2002
Proceedings of the Computing and Combinatorics, 8th Annual International Conference, 2002
2001
Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions.
J. Comb. Optim., 2001
An efficient direct approach for computing shortest rectilinear paths among obstacles in a twolayer interconnection model.
Comput. Geom., 2001
Proceedings of the Twelfth Annual Symposium on Discrete Algorithms, 2001
Proceedings of the Algorithms and Computation, 12th International Symposium, 2001
Proceedings of the Seventeenth Annual Symposium on Computational Geometry, 2001
2000
Proceedings of the ThirtySecond Annual ACM Symposium on Theory of Computing, 2000
Proceedings of the Eleventh Annual ACMSIAM Symposium on Discrete Algorithms, 2000
Proceedings of the Algorithms and Computation, 11th International Conference, 2000