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Hu Ding
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2020 – today
- 2024
- [j33]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: 107671 (2024) - [j32]Guanlin Mo
, Shihong Song
, Hu Ding
:
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. Proc. ACM Manag. Data 2(3): 178 (2024) - [c44]Xiaoyang Xu, Hu Ding:
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem. AAAI 2024: 20838-20846 - [i30]Qingyuan Yang, Hu Ding:
Approximate Algorithms For k-Sparse Wasserstein Barycenter With Outliers. CoRR abs/2404.13401 (2024) - [i29]Guanlin Mo, Shihong Song, Hu Ding:
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. CoRR abs/2405.06899 (2024) - 2023
- [j31]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: 106806 (2023) - [j30]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: 107400 (2023) - [j29]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): 2322-2340 (2023) - [j28]Hu Ding
, Wenjie Liu
, Mingquan Ye
:
A Data-dependent Approach for High-dimensional (Robust) Wasserstein Alignment. ACM J. Exp. Algorithmics 28: 1.8:1-1.8:32 (2023) - [j27]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): 4317 (2023) - [c43]Liying Yang, Guowei Sun, Hu Ding:
Towards Timing-Driven Routing: An Efficient Learning Based Geometric Approach. ICCAD 2023: 1-9 - [c42]Wufan Zhao, Claudio Persello, Hu Ding, Alfred Stein:
Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images. JURSE 2023: 1-4 - [c41]Wenjie Liu
, Hu Ding
:
Solving Low-Dose CT Reconstruction via GAN with Local Coherence. MICCAI (10) 2023: 524-534 - [i28]Hu Ding, Ruomin Huang, Kai Liu, Haikuo Yu, Zixiu Wang:
Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers. CoRR abs/2301.02814 (2023) - [i27]Hu Ding:
Sublinear Time Algorithms for Several Geometric Optimization (With Outliers) Problems In Machine Learning. CoRR abs/2301.02870 (2023) - [i26]Xiaoyang Xu, Hu Ding:
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem. CoRR abs/2310.18446 (2023) - 2022
- [j26]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): 201-225 (2022) - [j25]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: 1-5 (2022) - [j24]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): 379 (2022) - [j23]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): 753 (2022) - [j22]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): 1946 (2022) - [j21]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): 6026 (2022) - [c40]Shuangshuang Xue, Hu Ding, Lan Zhang, Haisheng Tan, Xiang-Yang Li:
Online Competitive Posted-Pricing Mechanism for Trading Time-Sensitive Valued Data. BigCom 2022: 44-53 - [c39]Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding:
Coresets for Relational Data and The Applications. NeurIPS 2022 - [c38]Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding:
Coresets for Wasserstein Distributionally Robust Optimization Problems. NeurIPS 2022 - [c37]Qi Chen, Kai Liu, Ruilong Yao, Hu Ding:
Sublinear time algorithms for greedy selection in high dimensions. UAI 2022: 346-356 - [i25]Hu Ding, Wenjie Liu, Mingquan Ye:
A Data-dependent Approach for High Dimensional (Robust) Wasserstein Alignment. CoRR abs/2209.02905 (2022) - [i24]Jiaxiang Chen, Qingyuan Yang, Ruomin Huang, Hu Ding:
Coresets for Relational Data and The Applications. CoRR abs/2210.04249 (2022) - [i23]Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding:
Coresets for Wasserstein Distributionally Robust Optimization Problems. CoRR abs/2210.04260 (2022) - 2021
- [j20]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): 308 (2021) - [j19]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): 805 (2021) - [j18]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): 1021 (2021) - [j17]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): 2939-2962 (2021) - [c36]Hu Ding:
Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning. ESA 2021: 38:1-38:19 - [c35]Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding:
A Novel Sequential Coreset Method for Gradient Descent Algorithms. ICML 2021: 4412-4422 - [c34]Ruizhe Qin, Mengying Li, Hu Ding:
Solving Soft Clustering Ensemble via $k$-Sparse Discrete Wasserstein Barycenter. NeurIPS 2021: 900-913 - [c33]Zixiu Wang, Yiwen Guo, Hu Ding:
Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems. NeurIPS 2021: 14319-14331 - [c32]Hu Ding, Tan Chen, Fan Yang, Mingyue Wang:
A Data-Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimensions. SDM 2021: 630-638 - [c31]Hu Ding, Fan Yang, Jiawei Huang:
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach. UAI 2021: 268-278 - [i22]Hu Ding, Jiawei Huang:
Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why? CoRR abs/2103.00558 (2021) - [i21]Zixiu Wang, Yiwen Guo, Hu Ding:
Robust Coreset for Continuous-and-Bounded Learning (with Outliers). CoRR abs/2107.00068 (2021) - [i20]Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding:
A Novel Sequential Coreset Method for Gradient Descent Algorithms. CoRR abs/2112.02504 (2021) - 2020
- [j16]Hu Ding
, Jinhui Xu:
A Unified Framework for Clustering Constrained Data Without Locality Property. Algorithmica 82(4): 808-852 (2020) - [j15]Yangwei Liu, Hu Ding
, Ziyun Huang
, Jinhui Xu:
Distributed and Robust Support Vector Machine. Int. J. Comput. Geom. Appl. 30(3&4): 213-233 (2020) - [j14]Hu Ding, Jinhui Xu:
Learning the truth vector in high dimensions. J. Comput. Syst. Sci. 109: 78-94 (2020) - [j13]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): 793 (2020) - [j12]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): 3318 (2020) - [j11]Hu Ding:
Faster balanced clusterings in high dimension. Theor. Comput. Sci. 842: 28-40 (2020) - [c30]Hu Ding
:
A Sub-Linear Time Framework for Geometric Optimization with Outliers in High Dimensions. ESA 2020: 38:1-38:21 - [c29]Hu Ding, Zixiu Wang:
Layered Sampling for Robust Optimization Problems. ICML 2020: 2556-2566 - [c28]Hu Ding, Fan Yang, Mingyue Wang:
On Metric DBSCAN with Low Doubling Dimension. IJCAI 2020: 3080-3086 - [c27]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: 34-40 - [i19]Hu Ding, Zixiu Wang:
Layered Sampling for Robust Optimization Problems. CoRR abs/2002.11904 (2020) - [i18]Hu Ding, Ruizhe Qin, Jiawei Huang:
The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers. CoRR abs/2002.11923 (2020) - [i17]Hu Ding, Fan Yang:
On Metric DBSCAN with Low Doubling Dimension. CoRR abs/2002.11933 (2020) - [i16]Hu Ding, Tan Chen, Mingyue Wang, Fan Yang:
A Data Dependent Algorithm for Querying Earth Mover's Distance with Low Doubling Dimension. CoRR abs/2002.12354 (2020) - [i15]Hu Ding:
A Sub-linear Time Framework for Geometric Optimization with Outliers in High Dimensions. CoRR abs/2004.10090 (2020) - [i14]Hu Ding, Fan Yang, Jiawei Huang:
Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm. CoRR abs/2006.07757 (2020) - [i13]Guannan Hu, Wu Zhang, Hu Ding, Wenhao Zhu:
Gradient Episodic Memory with a Soft Constraint for Continual Learning. CoRR abs/2011.07801 (2020)
2010 – 2019
- 2019
- [j10]Ziyun Huang
, Hu Ding, Jinhui Xu:
A Faster Algorithm for Truth Discovery via Range Cover. Algorithmica 81(10): 4118-4133 (2019) - [j9]Haitao Li
, Hu Ding
, Liqun Chen:
Chaos Threshold of a Multistable Piezoelectric Energy Harvester Subjected to Wake-Galloping. Int. J. Bifurc. Chaos 29(12): 1950162:1-1950162:13 (2019) - [j8]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): 1392 (2019) - [c26]Hu Ding, Mingquan Ye:
On Geometric Alignment in Low Doubling Dimension. AAAI 2019: 1460-1467 - [c25]Hu Ding, Haikuo Yu, Zixiu Wang:
Greedy Strategy Works for k-Center Clustering with Outliers and Coreset Construction. ESA 2019: 40:1-40:16 - [c24]Haoyang Fan, Shaohua Li, Hu Ding, Junning Zhang:
Simulation Analysis of Vehicle Trajectory Tracking Based on Model Predictive Control. ISIE 2019: 1892-1897 - [i12]Hu Ding
:
Greedy Strategy Works for Clustering with Outliers and Coresets Construction. CoRR abs/1901.08219 (2019) - [i11]Hu Ding:
Minimum Enclosing Ball Revisited: Stability and Sub-linear Time Algorithms. CoRR abs/1904.03796 (2019) - [i10]Hu Ding, Haikuo Yu:
A Practical Framework for Solving Center-Based Clustering with Outliers. CoRR abs/1905.10143 (2019) - 2018
- [c23]Hu Ding, Manni Liu:
On Geometric Prototype and Applications. ESA 2018: 23:1-23:15 - [i9]Hu Ding, Mingquan Ye:
Solving Minimum Enclosing Ball with Outliers: Algorithm, Implementation, and Application. CoRR abs/1804.09653 (2018) - [i8]Hu Ding, Manni Liu:
On Geometric Prototype And Applications. CoRR abs/1804.09655 (2018) - [i7]Hu Ding:
Faster Balanced Clusterings in High Dimension. CoRR abs/1809.00932 (2018) - [i6]Hu Ding, Jinhui Xu:
A Unified Framework for Clustering Constrained Data without Locality Property. CoRR abs/1810.01049 (2018) - [i5]Hu Ding, Mingquan Ye:
On Geometric Alignment in Low Doubling Dimension. CoRR abs/1811.07455 (2018) - 2017
- [j7]Hu Ding, Jinhui Xu:
FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems. Algorithmica 78(3): 741-770 (2017) - [j6]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: 184-192 (2017) - [j5]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): 157 (2017) - [c22]Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu:
Novel Geometric Approach for Global Alignment of PPI Networks. AAAI 2017: 31-37 - [c21]Hu Ding:
Balanced k-Center Clustering When k Is A Constant. CCCG 2017: 179-184 - [c20]Manni Liu, Hu Ding:
Protein Mover's Distance: A Geometric Framework for Solving Global Alignment of PPI Networks. COCOA (1) 2017: 56-69 - [c19]Hu Ding, Lunjia Hu
, Lingxiao Huang
, Jian Li:
Capacitated Center Problems with Two-Sided Bounds and Outliers. WADS 2017: 325-336 - [c18]Ziyun Huang, Hu Ding, Jinhui Xu:
Faster Algorithm for Truth Discovery via Range Cover. WADS 2017: 461-472 - [i4]Hu Ding, Lunjia Hu, Lingxiao Huang, Jian Li:
Capacitated Center Problems with Two-Sided Bounds and Outliers. CoRR abs/1702.07435 (2017) - [i3]Hu Ding:
Balanced k-Center Clustering When k Is A Constant. CoRR abs/1704.02515 (2017) - 2016
- [j4]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): 238 (2016) - [j3]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): 1298-1315 (2016) - [c17]Hu Ding, Jing Gao, Jinhui Xu:
Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance. SoCG 2016: 34:1-34:16 - [c16]Hu Ding, Yu Liu, Lingxiao Huang, Jian Li:
K-Means Clustering with Distributed Dimensions. ICML 2016: 1339-1348 - [c15]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: 1725-1730 - [c14]Yangwei Liu, Hu Ding, Ziyun Huang
, Jinhui Xu:
Distributed and Robust Support Vector Machine. ISAAC 2016: 54:1-54:13 - [c13]Hu Ding, Lu Su, Jinhui Xu:
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. MobiHoc 2016: 1-10 - 2015
- [c12]Hu Ding, Jinhui Xu:
Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers. AAAI 2015: 2561-2567 - [c11]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: 47-56 - [c10]Chuishi Meng, Wenjun Jiang, Yaliang Li, Jing Gao, Lu Su, Hu Ding, Yun Cheng:
Truth Discovery on Crowd Sensing of Correlated Entities. SenSys 2015: 169-182 - [c9]Hu Ding, Jinhui Xu:
A Unified Framework for Clustering Constrained Data without Locality Property. SODA 2015: 1471-1490 - 2014
- [j2]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) - [j1]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) - [c8]Hu Ding, Jinhui Xu:
Finding Median Point-Set Using Earth Mover's Distance. AAAI 2014: 1781-1787 - [c7]Hu Ding, Jinhui Xu:
Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems. SoCG 2014: 110 - 2013
- [c6]Hu Ding, Branislav Stojkovic, Ronald Berezney, Jinhui Xu:
Gauging Association Patterns of Chromosome Territories via Chromatic Median. CVPR 2013: 1296-1303 - [c5]Hu Ding, Jinhui Xu:
FPTAS for Minimizing Earth Mover's Distance under Rigid Transformations. ESA 2013: 397-408 - [c4]Hu Ding, Ronald Berezney, Jinhui Xu:
k-Prototype Learning for 3D Rigid Structures. NIPS 2013: 2589-2597 - 2012
- [c3]Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka
, Jinhui Xu:
Efficient searching of globally optimal and smooth multisurfaces with shape priors. Medical Imaging: Image Processing 2012: 83140N - [i2]Hu Ding, Jinhui Xu:
Chromatic $k$-Mean Clustering in High Dimensional Space. CoRR abs/1204.6699 (2012) - [i1]Hu Ding, Jinhui Xu:
Robust Projective Clustering Under $L_{2}$ Norm. CoRR abs/1204.6717 (2012) - 2011
- [c2]Hu Ding, Jinhui Xu:
Solving the Chromatic Cone Clustering Problem via Minimum Spanning Sphere. ICALP (1) 2011: 773-784 - [c1]Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu:
Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. MLMI 2011: 308-316
Coauthor Index
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