Solving the Chromatic Cone Clustering Problem via Minimum Spanning Sphere. - Hu Ding 003; Jinhui Xu 001 (ICALP (1), 2011)

Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. - Lei Xu 006; Branislav Stojkovic; Hu Ding 003; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (MLMI, 2011)

Efficient searching of globally optimal and smooth multisurfaces with shape priors. - Lei Xu 006; Branislav Stojkovic; Hu Ding 003; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (Image Processing, 2012)

Chromatic $k$-Mean Clustering in High Dimensional Space - Hu Ding 003; Jinhui Xu 001 (CoRR, 2012)

Robust Projective Clustering Under $L_{2}$ Norm - Hu Ding 003; Jinhui Xu 001 (CoRR, 2012)

Gauging Association Patterns of Chromosome Territories via Chromatic Median. - Hu Ding 003; Branislav Stojkovic; Ronald Berezney; Jinhui Xu 001 (CVPR, 2013)

FPTAS for Minimizing Earth Mover's Distance under Rigid Transformations. - Hu Ding 003; Jinhui Xu 001 (ESA, 2013)

k-Prototype Learning for 3D Rigid Structures. - Hu Ding 003; Ronald Berezney; Jinhui Xu 001 (NIPS, 2013)

Finding Median Point-Set Using Earth Mover's Distance. - Hu Ding 003; Jinhui Xu 001 (AAAI, 2014)

Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems. - Hu Ding 003; Jinhui Xu 001 (SoCG, 2014)

Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle. - Andrew J. Fritz; Branislav Stojkovic; Hu Ding 003; Jinhui Xu 001; Sambit Bhattacharya; Ronald Berezney (PLoS Comput. Biol., 2014)

Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers. - Hu Ding 003; Jinhui Xu 001 (AAAI, 2015)

Mining k-median chromosome association graphs from a population of heterogeneous cells. - Zihe Chen; Hu Ding 003; Danyang Chen; Xiangyu Wang 017; Andrew J. Fritz; Nitasha Sehgal; Ronald Berezney; Jinhui Xu 001 (BCB, 2015)

Truth Discovery on Crowd Sensing of Correlated Entities. - Chuishi Meng; Wenjun Jiang; Yaliang Li; Jing Gao 004; Lu Su 001; Hu Ding 003; Yun Cheng (SenSys, 2015)

A Unified Framework for Clustering Constrained Data without Locality Property. - Hu Ding 003; Jinhui Xu 001 (SODA, 2015)

Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance. - Hu Ding 003; Jing Gao 004; Jinhui Xu 001 (SoCG, 2016)

Finding rigid sub-structure patterns from 3D point-sets. - Zihe Chen; Danyang Chen; Hu Ding 003; Ziyun Huang 001; Zheshuo Li; Nitasha Sehgal; Andrew J. Fritz; Ronald Berezney; Jinhui Xu 001 (ICPR, 2016)

Distributed and Robust Support Vector Machine. - Yangwei Liu; Hu Ding 003; Ziyun Huang 001; Jinhui Xu 001 (ISAAC, 2016)

Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. - Hu Ding 003; Lu Su 001; Jinhui Xu 001 (MobiHoc, 2016)

Chromatic kernel and its applications. - Hu Ding 003; Branislav Stojkovic; Zihe Chen; Andrew Hughes; Lei Xu 006; Andrew J. Fritz; Nitasha Sehgal; Ronald Berezney; Jinhui Xu 001 (J. Comb. Optim., 2016)

Novel Geometric Approach for Global Alignment of PPI Networks. - Yangwei Liu; Hu Ding 003; Danyang Chen; Jinhui Xu 001 (AAAI, 2017)

Faster Algorithm for Truth Discovery via Range Cover. - Ziyun Huang 001; Hu Ding 003; Jinhui Xu 001 (WADS, 2017)

FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems. - Hu Ding 003; Jinhui Xu 001 (Algorithmica, 2017)

Greedy Strategy Works for Clustering with Outliers and Coresets Construction. - Hu Ding 003 (CoRR, 2019)

A Sub-Linear Time Framework for Geometric Optimization with Outliers in High Dimensions. - Hu Ding 003 (ESA, 2020)

The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers. - Hu Ding 003; Ruizhe Qin; Jiawei Huang 009 (CoRR, 2020)

Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm. - Hu Ding 003; Fan Yang; Jiawei Huang 009 (CoRR, 2020)

Learning the truth vector in high dimensions. - Hu Ding 003; Jinhui Xu 001 (J. Comput. Syst. Sci., 2020)

A Novel Sequential Coreset Method for Gradient Descent Algorithms. - Jiawei Huang 009; Ruomin Huang; Wenjie Liu 008; Nikolaos M. Freris; Hu Ding 003 (ICML, 2021)

Defending SVMs against poisoning attacks: the hardness and DBSCAN approach. - Hu Ding 003; Fan Yang; Jiawei Huang 009 (UAI, 2021)

Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why? - Hu Ding 003; Jiawei Huang 009 (CoRR, 2021)

Coresets for Wasserstein Distributionally Robust Optimization Problems. - Ruomin Huang; Jiawei Huang 009; Wenjie Liu 008; Hu Ding 003 (NeurIPS, 2022)

Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers. - Jiawei Huang 009; Ruizhe Qin; Fan Yang; Hu Ding 003 (Int. J. Comput. Geom. Appl., 2022)

Solving Low-Dose CT Reconstruction via GAN with Local Coherence. - Wenjie Liu 008; Hu Ding 003 (MICCAI (10), 2023)

A Data-dependent Approach for High-dimensional (Robust) Wasserstein Alignment. - Hu Ding 003; Wenjie Liu 008; Mingquan Ye (ACM J. Exp. Algorithmics, 2023)

Bi-criteria Sublinear Time Algorithms for Clustering with Outliers in High Dimensions. - Jiawei Huang 009; Wenjie Liu 008; Hu Ding 003 (COCOON (1), 2024)

OTPlace-Vias: A Novel Optimal Transport Based Method for High Density Vias Placement in 3D Circuits. - Lin Chen; Qi Xu 004; Hu Ding 003 (DAC, 2024)

A Novel Confidence Guided Training Method for Conditional GANs with Auxiliary Classifier. - Qi Chen; Wenjie Liu 008; Hu Ding 003 (ACM Multimedia, 2024)

Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms. - Guanlin Mo; Shihong Song; Hu Ding 003 (Proc. ACM Manag. Data, 2024)

An Effective Manifold-based Optimization Method for Distributionally Robust Classification. - Jiawei Huang 009; Hu Ding 003 (ICLR, 2025)