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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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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) - [c48]Xiaoyang Xu, Hu Ding:
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem. AAAI 2024: 20838-20846 - [c47]Lin Chen, Qi Xu, Hu Ding:
OTPlace-Vias: A Novel Optimal Transport Based Method for High Density Vias Placement in 3D Circuits. DAC 2024: 130:1-130:6 - [c46]Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding:
An Effective Dynamic Gradient Calibration Method for Continual Learning. ICML 2024 - [c45]Qingyuan Yang, Hu Ding:
Approximate Algorithms for k-Sparse Wasserstein Barycenter with Outliers. IJCAI 2024: 5316-5325 - [c44]Qi Chen, Wenjie Liu, Hu Ding:
A Novel Confidence Guided Training Method for Conditional GANs with Auxiliary Classifier. ACM Multimedia 2024: 6706-6714 - [i31]Qingyuan Yang, Hu Ding:
Approximate Algorithms For k-Sparse Wasserstein Barycenter With Outliers. CoRR abs/2404.13401 (2024) - [i30]Guanlin Mo, Shihong Song, Hu Ding:
Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. CoRR abs/2405.06899 (2024) - [i29]Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding:
An Effective Dynamic Gradient Calibration Method for Continual Learning. CoRR abs/2407.20956 (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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