Hu Ding

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 96

Top Venues

CoRR

Remote. Sens.

AAAI

Commun. Nonlinear Sci. Numer. Simul.

Publications

Guanlin Mo, Shihong Song, Hu Ding
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. CoRR (2024)
Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding
An Effective Dynamic Gradient Calibration Method for Continual Learning. CoRR (2024)
Xiaoyang Xu, Hu Ding
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem. AAAI (2024)
Qingyuan Yang, Hu Ding
-Sparse Wasserstein Barycenter With Outliers. CoRR (2024)
Ze-Qi Lu, Rong-Biao Hao, Hu Ding, Li-Qun Chen
A study of a nonlinear vibration isolator supported on an imperfect boundary plate. Commun. Nonlinear Sci. Numer. Simul. 128 (2024)
Guanlin Mo, Shihong Song, Hu Ding
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. Proc. ACM Manag. Data 2 (3) (2024)
Dandan Liu, Hu Ding, Xingxing Han, Yunchao Lang, Wei Chen
Mapping Algal Blooms in Aquatic Ecosystems Using Long-Term Landsat Data: A Case Study of Yuqiao Reservoir from 1984-2022. Remote. Sens. 15 (17) (2023)
Hu Ding
Sublinear Time Algorithms for Several Geometric Optimization (With Outliers) Problems In Machine Learning. CoRR (2023)
Haitao Li, Bojian Dong, Fan Cao, Weiyang Qin, Hu Ding, Liqun Chen
Nonlinear dynamical and harvesting characteristics of bistable energy harvester under hybrid base vibration and galloping. Commun. Nonlinear Sci. Numer. Simul. 125 (2023)
Xiaoyang Xu, Hu Ding
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem. CoRR (2023)
Wenjie Liu, Hu Ding
Solving Low-Dose CT Reconstruction via GAN with Local Coherence. MICCAI (10) (2023)
Hu Ding, Wenjie Liu, Mingquan Ye
A Data-dependent Approach for High-dimensional (Robust) Wasserstein Alignment. ACM J. Exp. Algorithmics 28 (2023)
Wufan Zhao, Hu Ding, Jiaming Na, Mengmeng Li, Dirk Tiede
Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network. Int. J. Digit. Earth 16 (1) (2023)
Wufan Zhao, Claudio Persello, Hu Ding, Alfred Stein
Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images. JURSE (2023)
Liying Yang, Guowei Sun, Hu Ding
Towards Timing-Driven Routing: An Efficient Learning Based Geometric Approach. ICCAD (2023)
Hu Ding, Ruomin Huang, Kai Liu, Haikuo Yu, Zixiu Wang
Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers. CoRR (2023)
Bin Zhang, Xiaofang Zhang, Wenan Jiang, Hu Ding, Liqun Chen, Qinsheng Bi
Bursting oscillations induced by multiple coexisting attractors in a modified 3D van der Pol-Duffing system. Commun. Nonlinear Sci. Numer. Simul. 116 (2023)
Kai Liu, Jiaming Na, Chenyu Fan, Ying Huang, Hu Ding, Zhe Wang, Guoan Tang, Chunqiao Song
Large-Scale Detection of the Tableland Areas and Erosion-Vulnerable Hotspots on the Chinese Loess Plateau. Remote. Sens. 14 (8) (2022)
Tingting He, Yingchun Fu, Hu Ding, Weiping Zheng, Xiaohui Huang, Runhao Li, Shuting Wu
Evaluation of Mangrove Wetlands Protection Patterns in the Guangdong-Hong Kong-Macao Greater Bay Area Using Time-Series Landsat Imageries. Remote. Sens. 14 (23) (2022)
Shuangshuang Xue, Hu Ding, Lan Zhang, Haisheng Tan, Xiang-Yang Li
Online Competitive Posted-Pricing Mechanism for Trading Time-Sensitive Valued Data. BigCom (2022)
Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding
Coresets for Wasserstein Distributionally Robust Optimization Problems. NeurIPS (2022)
Hu Ding, Wenjie Liu, Mingquan Ye
A Data-dependent Approach for High Dimensional (Robust) Wasserstein Alignment. CoRR (2022)
Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding
Coresets for Relational Data and The Applications. NeurIPS (2022)
Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding
Coresets for Relational Data and The Applications. CoRR (2022)
Qi Chen, Kai Liu, Ruilong Yao, Hu Ding
Sublinear time algorithms for greedy selection in high dimensions. UAI (2022)
Xinyu Wang, Runhao Li, Hu Ding, Yingchun Fu
Fine-Scale Improved Carbon Bookkeeping Model Using Landsat Time Series for Subtropical Forest, Southern China. Remote. Sens. 14 (3) (2022)
Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding
Coresets for Wasserstein Distributionally Robust Optimization Problems. CoRR (2022)
Jiawei Huang, Ruizhe Qin, Fan Yang, Hu Ding
Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers. Int. J. Comput. Geom. Appl. 32 (3&4) (2022)
Dongsheng Zhang, Zhenyang Yu, Yan Xu, Li Ding, Hu Ding, Qifeng Yu, Zhilong Su
GNSS Aided Long-Range 3D Displacement Sensing for High-Rise Structures with Two Non-Overlapping Cameras. Remote. Sens. 14 (2) (2022)
Wufan Zhao, Jiaming Na, Mengmeng Li, Hu Ding
Rotation-Aware Building Instance Segmentation From High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jiaming Na, Jie Zhu, Jiazhu Zheng, Shaoning Di, Hu Ding, Lingfei Ma
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. 10 (5) (2021)
Zixiu Wang, Yiwen Guo, Hu Ding
Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems. NeurIPS (2021)
Zixiu Wang, Yiwen Guo, Hu Ding
Robust Coreset for Continuous-and-Bounded Learning (with Outliers). CoRR (2021)
Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding
A Novel Sequential Coreset Method for Gradient Descent Algorithms. ICML (2021)
Xuan Fang, Jincheng Li, Ying Zhu, Jianjun Cao, Jiaming Na, Sheng Jiang, Hu Ding
OBIA-Based Extraction of Artificial Terrace Damages in the Loess Plateau of China from UAV Photogrammetry. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Hu Ding, Jiaming Na, Shangjing Jiang, Jie Zhu, Kai Liu, Yingchun Fu, Fayuan Li
Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping - A Case Study of the Loess Plateau, China. Remote. Sens. 13 (5) (2021)
Hu Ding
Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning. ESA (2021)
Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding
A Novel Sequential Coreset Method for Gradient Descent Algorithms. CoRR (2021)
Hu Ding, Fan Yang, Jiawei Huang
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach. UAI (2021)
Jiaming Na, Hu Ding, Wufan Zhao, Kai Liu, Guoan Tang, Norbert Pfeifer
Object-based large-scale terrain classification combined with segmentation optimization and terrain features: A case study in China. Trans. GIS 25 (6) (2021)
Hu Ding, Jiawei Huang
Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why? CoRR (2021)
Ruizhe Qin, Mengying Li, Hu Ding
Solving Soft Clustering Ensemble via $k$-Sparse Discrete Wasserstein Barycenter. NeurIPS (2021)
Hu Ding, Tan Chen, Fan Yang, Mingyue Wang
A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions. SDM (2021)
Jiaming Na, Kaikai Xue, Liyang Xiong, Guoan Tang, Hu Ding, Josef Strobl, Norbert Pfeifer
UAV-Based Terrain Modeling under Vegetation in the Chinese Loess Plateau: A Deep Learning and Terrain Correction Ensemble Framework. Remote. Sens. 12 (20) (2020)
Guannan Hu, Wu Zhang, Hu Ding, Wenhao Zhu
Gradient Episodic Memory with a Soft Constraint for Continual Learning. CoRR (2020)
Hu Ding, Kai Liu, Xiaozheng Chen, Liyang Xiong, Guoan Tang, Fang Qiu, Josef Strobl
Optimized Segmentation Based on the Weighted Aggregation Method for Loess Bank Gully Mapping. Remote. Sens. 12 (5) (2020)
Hu Ding, Fan Yang, Jiawei Huang
Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm. CoRR (2020)
Hu Ding
Faster balanced clusterings in high dimension. Theor. Comput. Sci. 842 (2020)
Hu Ding, Fan Yang, Mingyue Wang
On Metric DBSCAN with Low Doubling Dimension. IJCAI (2020)
Hu Ding
A Sub-Linear Time Framework for Geometric Optimization with Outliers in High Dimensions. ESA (2020)
Xiaoxiao Zhang, Liangjun Wang, Xuesen Chu, Hu Ding, Wu Zhang
Parallel Computing and Optimization of Lattice Boltzmann Method Based on SW26010 Processor. ISPA/BDCloud/SocialCom/SustainCom (2020)
Hu Ding, Jinhui Xu
Learning the truth vector in high dimensions. J. Comput. Syst. Sci. 109 (2020)
Hu Ding
A Sub-linear Time Framework for Geometric Optimization with Outliers in High Dimensions. CoRR (2020)
Hu Ding, Fan Yang
On Metric DBSCAN with Low Doubling Dimension. CoRR (2020)
Hu Ding, Ruizhe Qin, Jiawei Huang
The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers. CoRR (2020)
Hu Ding, Tan Chen, Mingyue Wang, Fan Yang
A Data Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimension. CoRR (2020)
Hu Ding, Zixiu Wang
Layered Sampling for Robust Optimization Problems. CoRR (2020)
Hu Ding, Jinhui Xu
A Unified Framework for Clustering Constrained Data Without Locality Property. Algorithmica 82 (4) (2020)
Hu Ding, Zixiu Wang
Layered Sampling for Robust Optimization Problems. ICML (2020)
Yangwei Liu, Hu Ding, Ziyun Huang, Jinhui Xu
Distributed and Robust Support Vector Machine. Int. J. Comput. Geom. Appl. 30 (3&4) (2020)
Hu Ding
Greedy Strategy Works for Clustering with Outliers and Coresets Construction. CoRR (2019)
Hu Ding, Mingquan Ye
On Geometric Alignment in Low Doubling Dimension. AAAI (2019)
Ziyun Huang, Hu Ding, Jinhui Xu
A Faster Algorithm for Truth Discovery via Range Cover. Algorithmica 81 (10) (2019)
Haoyang Fan, Shaohua Li, Hu Ding, Junning Zhang
Simulation Analysis of Vehicle Trajectory Tracking Based on Model Predictive Control. ISIE (2019)
Hu Ding, Haikuo Yu
A Practical Framework for Solving Center-Based Clustering with Outliers. CoRR (2019)
Hu Ding, Haikuo Yu, Zixiu Wang
Greedy Strategy Works for k-Center Clustering with Outliers and Coreset Construction. ESA (2019)
Hu Ding
Minimum Enclosing Ball Revisited: Stability and Sub-linear Time Algorithms. CoRR (2019)
Zu-Xin Ye, Weiming Cheng, Zhi-Qi Zhao, Jian-Yang Guo, Hu Ding, Nan Wang
Interannual and Seasonal Vegetation Changes and Influencing Factors in the Extra-High Mountainous Areas of Southern Tibet. Remote. Sens. 11 (11) (2019)
Haitao Li, Hu Ding, Liqun Chen
Chaos Threshold of a Multistable Piezoelectric Energy Harvester Subjected to Wake-Galloping. Int. J. Bifurc. Chaos 29 (12) (2019)
Hu Ding, Jinhui Xu
A Unified Framework for Clustering Constrained Data without Locality Property. CoRR (2018)
Hu Ding, Mingquan Ye
Solving Minimum Enclosing Ball with Outliers: Algorithm, Implementation, and Application. CoRR (2018)
Hu Ding, Manni Liu
On Geometric Prototype And Applications. CoRR (2018)
Hu Ding
Faster Balanced Clusterings in High Dimension. CoRR (2018)
Hu Ding, Mingquan Ye
On Geometric Alignment in Low Doubling Dimension. CoRR (2018)
Hu Ding, Manni Liu
On Geometric Prototype and Applications. ESA (2018)
Hu Ding, Lunjia Hu, Lingxiao Huang, Jian Li
Capacitated Center Problems with Two-Sided Bounds and Outliers. WADS (2017)
Kai Yang, Ye-Wei Zhang, Hu Ding, Li-Qun Chen
The transmissibility of nonlinear energy sink based on nonlinear output frequency-response functions. Commun. Nonlinear Sci. Numer. Simul. 44 (2017)
Manni Liu, Hu Ding
Protein Mover's Distance: A Geometric Framework for Solving Global Alignment of PPI Networks. COCOA (1) (2017)
Hu Ding, Lunjia Hu, Lingxiao Huang, Jian Li
Capacitated Center Problems with Two-Sided Bounds and Outliers. CoRR (2017)
Hu Ding
Balanced k-Center Clustering When k Is A Constant. CCCG (2017)
Ziyun Huang, Hu Ding, Jinhui Xu
Faster Algorithm for Truth Discovery via Range Cover. WADS (2017)
Hu Ding
Balanced k-Center Clustering When k Is A Constant. CoRR (2017)
Hu Ding, Jinhui Xu
FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems. Algorithmica 78 (3) (2017)
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu
Novel Geometric Approach for Global Alignment of PPI Networks. AAAI (2017)
Hanqing Zhao, Xuan Fang, Hu Ding, Josef Strobl, Liyang Xiong, Jiaming Na, Guoan Tang
Extraction of Terraces on the Loess Plateau from High-Resolution DEMs and Imagery Utilizing Object-Based Image Analysis. ISPRS Int. J. Geo Inf. 6 (6) (2017)
Hu Ding, Jing Gao, Jinhui Xu
Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance. SoCG (2016)
Hu Ding, Branislav Stojkovic, Zihe Chen, Andrew Hughes, Lei Xu, Andrew J. Fritz, Nitasha Sehgal, Ronald Berezney, Jinhui Xu
Chromatic kernel and its applications. J. Comb. Optim. 31 (3) (2016)
Hu Ding, Lu Su, Jinhui Xu
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. MobiHoc (2016)
Zihe Chen, Danyang Chen, Hu Ding, Ziyun Huang, Zheshuo Li, Nitasha Sehgal, Andrew J. Fritz, Ronald Berezney, Jinhui Xu
Finding rigid sub-structure patterns from 3D point-sets. ICPR (2016)
Kai Liu, Hu Ding, Guoan Tang, Jiaming Na, Xiaoli Huang, Zhengguang Xue, Xin Yang, Fayuan Li
Detection of Catchment-Scale Gully-Affected Areas Using Unmanned Aerial Vehicle (UAV) on the Chinese Loess Plateau. ISPRS Int. J. Geo Inf. 5 (12) (2016)
Yangwei Liu, Hu Ding, Ziyun Huang, Jinhui Xu
Distributed and Robust Support Vector Machine. ISAAC (2016)
Hu Ding, Yu Liu, Lingxiao Huang, Jian Li
K-Means Clustering with Distributed Dimensions. ICML (2016)
Hu Ding, Jinhui Xu
Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers. AAAI (2015)
Zihe Chen, Hu Ding, Danyang Chen, Xiangyu Wang, Andrew J. Fritz, Nitasha Sehgal, Ronald Berezney, Jinhui Xu
Mining k-median chromosome association graphs from a population of heterogeneous cells. BCB (2015)
Hu Ding, Jinhui Xu
A Unified Framework for Clustering Constrained Data without Locality Property. SODA (2015)
Chuishi Meng, Wenjun Jiang, Yaliang Li, Jing Gao, Lu Su, Hu Ding, Yun Cheng
Truth Discovery on Crowd Sensing of Correlated Entities. SenSys (2015)
Andrew J. Fritz, Branislav Stojkovic, Hu Ding, Jinhui Xu, Sambit Bhattacharya, Ronald Berezney
Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle. PLoS Comput. Biol. 10 (10) (2014)
Hu Ding, Jinhui Xu
Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems. SoCG (2014)
Hu Ding, Jinhui Xu
Finding Median Point-Set Using Earth Mover's Distance. AAAI (2014)
Hu Ding, Qiao-Yun Yan, Jean W. Zu
Chaotic Dynamics of an Axially Accelerating Viscoelastic Beam in the Supercritical Regime. Int. J. Bifurc. Chaos 24 (5) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hu Ding