Hu Ding

Yiwen Guo

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Defending SVMs against poisoning attacks: the hardness and DBSCAN approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems.

[BibT_eX]

[DOI]

Yiwen Guo

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.

[BibT_eX]

[DOI]

Ruizhe Qin

Mengying Li

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.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th Annual European Symposium on Algorithms, 2021

2020

Faster balanced clusterings in high dimension.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2020

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

[BibT_eX]

[DOI]

Remote. Sens., 2020

Optimized Segmentation Based on the Weighted Aggregation Method for Loess Bank Gully Mapping.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Learning the truth vector in high dimensions.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2020

Distributed and Robust Support Vector Machine.

[BibT_eX]

[DOI]

Int. J. Comput. Geom. Appl., 2020

Gradient Episodic Memory with a Soft Constraint for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

On Metric DBSCAN with Low Doubling Dimension.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Ruizhe Qin

CoRR, 2020

A Unified Framework for Clustering Constrained Data Without Locality Property.

[BibT_eX]

[DOI]

Algorithmica, 2020

Parallel Computing and Optimization of Lattice Boltzmann Method Based on SW26010 Processor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

On Metric DBSCAN with Low Doubling Dimension.

[BibT_eX]

[DOI]

Mingyue Wang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Layered Sampling for Robust Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

A Sub-Linear Time Framework for Geometric Optimization with Outliers in High Dimensions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Chaos Threshold of a Multistable Piezoelectric Energy Harvester Subjected to Wake-Galloping.

[BibT_eX]

[DOI]

Haitao Li

Liqun Chen

Int. J. Bifurc. Chaos, 2019

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

[BibT_eX]

[DOI]

Haikuo Yu

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Greedy Strategy Works for Clustering with Outliers and Coresets Construction.

[BibT_eX]

[DOI]

CoRR, 2019

A Faster Algorithm for Truth Discovery via Range Cover.

[BibT_eX]

[DOI]

Ziyun Huang

Algorithmica, 2019

Simulation Analysis of Vehicle Trajectory Tracking Based on Model Predictive Control.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Greedy Strategy Works for k-Center Clustering with Outliers and Coreset Construction.

[BibT_eX]

[DOI]

Haikuo Yu

Proceedings of the 27th Annual European Symposium on Algorithms, 2019

On Geometric Alignment in Low Doubling Dimension.

[BibT_eX]

[DOI]

Mingquan Ye

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

[BibT_eX]

[DOI]

Mingquan Ye

CoRR, 2018

On Geometric Prototype and Applications.

[BibT_eX]

[DOI]

Manni Liu

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.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

The transmissibility of nonlinear energy sink based on nonlinear output frequency-response functions.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2017

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

[BibT_eX]

[DOI]

Algorithmica, 2017

Capacitated Center Problems with Two-Sided Bounds and Outliers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Manni Liu

Proceedings of the Combinatorial Optimization and Applications, 2017

Balanced k-Center Clustering When k Is A Constant.

[BibT_eX]

Proceedings of the 29th Canadian Conference on Computational Geometry, 2017

Novel Geometric Approach for Global Alignment of PPI Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Chromatic kernel and its applications.

[BibT_eX]

[DOI]

J. Comb. Optim., 2016

Detection of Catchment-Scale Gully-Affected Areas Using Unmanned Aerial Vehicle (UAV) on the Chinese Loess Plateau.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2016

Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach.

[BibT_eX]

[DOI]

Lu Su

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Finding rigid sub-structure patterns from 3D point-sets.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

K-Means Clustering with Distributed Dimensions.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance.

[BibT_eX]

[DOI]

Jing Gao

Proceedings of the 32nd International Symposium on Computational Geometry, 2016

2015

Truth Discovery on Crowd Sensing of Correlated Entities.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Mining k-median chromosome association graphs from a population of heterogeneous cells.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2014

Chaotic Dynamics of an Axially Accelerating Viscoelastic Beam in the Supercritical Regime.

[BibT_eX]

[DOI]

Qiao-Yun Yan

Jean W. Zu

Int. J. Bifurc. Chaos, 2014

Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Symposium on Computational Geometry, 2014

Finding Median Point-Set Using Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

k-Prototype Learning for 3D Rigid Structures.

[BibT_eX]

[DOI]

Ronald Berezney

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.

[BibT_eX]

[DOI]

Proceedings of the Algorithms - ESA 2013, 2013

Gauging Association Patterns of Chromosome Territories via Chromatic Median.

[BibT_eX]

[DOI]