Hu Ding

Orcid: 0000-0002-1307-6077

According to our database1, Hu Ding authored at least 88 papers between 2011 and 2024.

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Bibliography

2024
A study of a nonlinear vibration isolator supported on an imperfect boundary plate.
Commun. Nonlinear Sci. Numer. Simul., January, 2024

A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Data-dependent Approach for High-dimensional (Robust) Wasserstein Alignment.
ACM J. Exp. Algorithmics, December, 2023

Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network.
Int. J. Digit. Earth, December, 2023

Nonlinear dynamical and harvesting characteristics of bistable energy harvester under hybrid base vibration and galloping.
Commun. Nonlinear Sci. Numer. Simul., October, 2023

Mapping Algal Blooms in Aquatic Ecosystems Using Long-Term Landsat Data: A Case Study of Yuqiao Reservoir from 1984-2022.
Remote. Sens., September, 2023

Sublinear Time Algorithms for Several Geometric Optimization (With Outliers) Problems In Machine Learning.
CoRR, 2023

Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers.
CoRR, 2023

Bursting oscillations induced by multiple coexisting attractors in a modified 3D van der Pol-Duffing system.
Commun. Nonlinear Sci. Numer. Simul., 2023

Solving Low-Dose CT Reconstruction via GAN with Local Coherence.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Towards Timing-Driven Routing: An Efficient Learning Based Geometric Approach.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022
Evaluation of Mangrove Wetlands Protection Patterns in the Guangdong-Hong Kong-Macao Greater Bay Area Using Time-Series Landsat Imageries.
Remote. Sens., December, 2022

GNSS Aided Long-Range 3D Displacement Sensing for High-Rise Structures with Two Non-Overlapping Cameras.
Remote. Sens., 2022

Fine-Scale Improved Carbon Bookkeeping Model Using Landsat Time Series for Subtropical Forest, Southern China.
Remote. Sens., 2022

Large-Scale Detection of the Tableland Areas and Erosion-Vulnerable Hotspots on the Chinese Loess Plateau.
Remote. Sens., 2022

Rotation-Aware Building Instance Segmentation From High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers.
Int. J. Comput. Geom. Appl., 2022

Sublinear time algorithms for greedy selection in high dimensions.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Coresets for Wasserstein Distributionally Robust Optimization Problems.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Coresets for Relational Data and The Applications.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Competitive Posted-Pricing Mechanism for Trading Time-Sensitive Valued Data.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021
Object-based large-scale terrain classification combined with segmentation optimization and terrain features: A case study in China.
Trans. GIS, 2021

Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping - A Case Study of the Loess Plateau, China.
Remote. Sens., 2021

Cellular Automata Based Land-Use Change Simulation Considering Spatio-Temporal Influence Heterogeneity of Light Rail Transit Construction: A Case in Nanjing, China.
ISPRS Int. J. Geo Inf., 2021

OBIA-Based Extraction of Artificial Terrace Damages in the Loess Plateau of China from UAV Photogrammetry.
ISPRS Int. J. Geo Inf., 2021

Robust Coreset for Continuous-and-Bounded Learning (with Outliers).
CoRR, 2021

Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why?
CoRR, 2021

Defending SVMs against poisoning attacks: the hardness and DBSCAN approach.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Solving Soft Clustering Ensemble via $k$-Sparse Discrete Wasserstein Barycenter.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Novel Sequential Coreset Method for Gradient Descent Algorithms.
Proceedings of the 38th International Conference on Machine Learning, 2021

Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning.
Proceedings of the 29th Annual European Symposium on Algorithms, 2021

2020
Faster balanced clusterings in high dimension.
Theor. Comput. Sci., 2020

UAV-Based Terrain Modeling under Vegetation in the Chinese Loess Plateau: A Deep Learning and Terrain Correction Ensemble Framework.
Remote. Sens., 2020

Optimized Segmentation Based on the Weighted Aggregation Method for Loess Bank Gully Mapping.
Remote. Sens., 2020

Learning the truth vector in high dimensions.
J. Comput. Syst. Sci., 2020

Distributed and Robust Support Vector Machine.
Int. J. Comput. Geom. Appl., 2020

Gradient Episodic Memory with a Soft Constraint for Continual Learning.
CoRR, 2020

Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm.
CoRR, 2020

A Data Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimension.
CoRR, 2020

On Metric DBSCAN with Low Doubling Dimension.
CoRR, 2020

The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers.
CoRR, 2020

A Unified Framework for Clustering Constrained Data Without Locality Property.
Algorithmica, 2020

Parallel Computing and Optimization of Lattice Boltzmann Method Based on SW26010 Processor.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

On Metric DBSCAN with Low Doubling Dimension.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Layered Sampling for Robust Optimization Problems.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Sub-Linear Time Framework for Geometric Optimization with Outliers in High Dimensions.
Proceedings of the 28th Annual European Symposium on Algorithms, 2020

2019
Interannual and Seasonal Vegetation Changes and Influencing Factors in the Extra-High Mountainous Areas of Southern Tibet.
Remote. Sens., 2019

Chaos Threshold of a Multistable Piezoelectric Energy Harvester Subjected to Wake-Galloping.
Int. J. Bifurc. Chaos, 2019

A Practical Framework for Solving Center-Based Clustering with Outliers.
CoRR, 2019

Minimum Enclosing Ball Revisited: Stability and Sub-linear Time Algorithms.
CoRR, 2019

Greedy Strategy Works for Clustering with Outliers and Coresets Construction.
CoRR, 2019

A Faster Algorithm for Truth Discovery via Range Cover.
Algorithmica, 2019

Simulation Analysis of Vehicle Trajectory Tracking Based on Model Predictive Control.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Greedy Strategy Works for k-Center Clustering with Outliers and Coreset Construction.
Proceedings of the 27th Annual European Symposium on Algorithms, 2019

On Geometric Alignment in Low Doubling Dimension.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Solving Minimum Enclosing Ball with Outliers: Algorithm, Implementation, and Application.
CoRR, 2018

On Geometric Prototype and Applications.
Proceedings of the 26th Annual European Symposium on Algorithms, 2018

2017
Extraction of Terraces on the Loess Plateau from High-Resolution DEMs and Imagery Utilizing Object-Based Image Analysis.
ISPRS Int. J. Geo Inf., 2017

The transmissibility of nonlinear energy sink based on nonlinear output frequency-response functions.
Commun. Nonlinear Sci. Numer. Simul., 2017

FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems.
Algorithmica, 2017

Capacitated Center Problems with Two-Sided Bounds and Outliers.
Proceedings of the Algorithms and Data Structures - 15th International Symposium, 2017

Protein Mover's Distance: A Geometric Framework for Solving Global Alignment of PPI Networks.
Proceedings of the Combinatorial Optimization and Applications, 2017

Balanced k-Center Clustering When k Is A Constant.
Proceedings of the 29th Canadian Conference on Computational Geometry, 2017

Novel Geometric Approach for Global Alignment of PPI Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Chromatic kernel and its applications.
J. Comb. Optim., 2016

Detection of Catchment-Scale Gully-Affected Areas Using Unmanned Aerial Vehicle (UAV) on the Chinese Loess Plateau.
ISPRS Int. J. Geo Inf., 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

Finding rigid sub-structure patterns from 3D point-sets.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

K-Means Clustering with Distributed Dimensions.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance.
Proceedings of the 32nd International Symposium on Computational Geometry, 2016

2015
Truth Discovery on Crowd Sensing of Correlated Entities.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Mining k-median chromosome association graphs from a population of heterogeneous cells.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle.
PLoS Comput. Biol., 2014

Chaotic Dynamics of an Axially Accelerating Viscoelastic Beam in the Supercritical Regime.
Int. J. Bifurc. Chaos, 2014

Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems.
Proceedings of the 30th Annual Symposium on Computational Geometry, 2014

Finding Median Point-Set Using Earth Mover's Distance.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
k-Prototype Learning for 3D Rigid Structures.
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 5-8, 2013

FPTAS for Minimizing Earth Mover's Distance under Rigid Transformations.
Proceedings of the Algorithms - ESA 2013, 2013

Gauging Association Patterns of Chromosome Territories via Chromatic Median.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Robust Projective Clustering Under $L_{2}$ Norm
CoRR, 2012

Chromatic $k$-Mean Clustering in High Dimensional Space
CoRR, 2012

Efficient searching of globally optimal and smooth multisurfaces with shape priors.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

2011
Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Solving the Chromatic Cone Clustering Problem via Minimum Spanning Sphere.
Proceedings of the Automata, Languages and Programming - 38th International Colloquium, 2011


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