Optimal Beam Penetrations in Two and Three Dimensions. - Danny Z. Chen; Xiaobo Hu 001; Jinhui Xu 001 (ISAAC, 2000)

Optimizing the sum of linear fractional functions and applications. - Danny Z. Chen; Ovidiu Daescu; Yang Dai; Naoki Katoh; Xiaodong Wu 001; Jinhui Xu 001 (SODA, 2000)

Shortest path queries in planar graphs. - Danny Z. Chen; Jinhui Xu 001 (STOC, 2000)

Algorithms for congruent sphere packing and applications. - Danny Z. Chen; Xiaobo Hu 001; Yingping Huang; Yifan Li; Jinhui Xu 001 (SCG, 2001)

Topological Peeling and Implementation. - Danny Z. Chen; Shuang Luan; Jinhui Xu 001 (ISAAC, 2001)

Geometric permutations of high dimensional spheres. - Yingping Huang; Jinhui Xu 001; Danny Z. Chen (SODA, 2001)

An efficient direct approach for computing shortest rectilinear paths among obstacles in a two-layer interconnection model. - Danny Z. Chen; Jinhui Xu 001 (Comput. Geom., 2001)

Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions. - Danny Z. Chen; Ovidiu Daescu; Xiaobo Hu 001; Xiaodong Wu 001; Jinhui Xu 001 (J. Comb. Optim., 2001)

An Experimental Study and Comparison of Topological Peeling and Topological Walk. - Danny Z. Chen; Shuang Luan; Jinhui Xu 001 (COCOON, 2002)

Two-variable linear programming in parallel. - Danny Z. Chen; Jinhui Xu 001 (Comput. Geom., 2002)

A Variable Consistent Server Replication Model for Mobile Database. - Jinhui Xu 001; Ming Xu 002 (APPT, 2003)

Traveling Salesman Problem of Segments. - Jinhui Xu 001; Yang Yang 012; Zhiyong Lin (COCOON, 2003)

Efficient Channel Scheduling Algorithms in Optical Burst Switching Networks. - Jinhui Xu 001; Chunming Qiao; Jikai Li; Guang Xu (INFOCOM, 2003)

Topological Peeling and Applications. - Danny Z. Chen; Shuang Luan; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2003)

Finding an optimal path without growing the tree. - Danny Z. Chen; Ovidiu Daescu; Xiaobo Hu 001; Jinhui Xu 001 (J. Algorithms, 2003)

Computing Optimal Beams in Two and Three Dimensions. - Danny Z. Chen; Xiaobo Hu 001; Jinhui Xu 001 (J. Comb. Optim., 2003)

Efficient techniques for background estimation and vessel detection in coronary images. - Vikas Singh; Kenneth R. Hoffmann; Jinhui Xu 001 (CARS, 2004)

An Efficient Algorithm for Determining 3-D Bi-plane Imaging Geometry. - Jinhui Xu 001; Guang Xu; Zhenming Chen; Kenneth R. Hoffmann (ICCSA (3), 2004)

Surface approximation based image simplification and applications. - Mingen Lin; Jinhui Xu 001; Sambit Bhattacharya; Ronald Berezney (SMC (3), 2004)

Efficient algorithms for motion and deformation recovery with biological applications. - Lopamudra Mukherjee; Jinhui Xu 001; Artem Pliss; Ronald Berezney (SMC (4), 2004)

Geometric permutations of higher dimensional spheres. - Yingping Huang; Jinhui Xu 001; Danny Z. Chen (Comput. Geom., 2004)

Traveling salesman problem of segments. - Jinhui Xu 001; Zhiyong Lin; Yang Yang 012; Ronald Berezney (Int. J. Comput. Geom. Appl., 2004)

Efficient burst scheduling algorithms in optical burst-switched networks using geometric techniques. - Jinhui Xu 001; Chunming Qiao; J. Li; Guang Xu (IEEE J. Sel. Areas Commun., 2004)

Efficient geometric techniques for reconstructing 3D vessel trees from biplane image. - Vikas Singh; Lopamudra Mukherjee; Jinhui Xu 001; Kenneth R. Hoffmann; Guang Xu; Zhenming Chen (SCG, 2005)

Motion Tracking and Intensity Surface Recovery in Microscopic Nuclear Images. - Lopamudra Mukherjee; Mingen Lin; Jinhui Xu 001; Ronald Berezney (MICCAI, 2005)

A new algorithm for determining 3D biplane imaging geometry: theory and implementation. - Vikas Singh; Jinhui Xu 001; Kenneth R. Hoffmann; Guang Xu; Zhenming Chen; Anant Gopal (Image Processing, 2005)

An LP rounding algorithm for approximating uncapacitated facility location problem with penalties. - Guang Xu; Jinhui Xu 001 (Inf. Process. Lett., 2005)

Efficient Algorithms and Implementations for Optimizing the Sum of Linear Fractional Functions, with Applications. - Danny Z. Chen; Ovidiu Daescu; Yang Dai; Naoki Katoh; Xiaodong Wu 001; Jinhui Xu 001 (J. Comb. Optim., 2005)

Efficient Job Scheduling Algorithms with Multi-Type Contentions. - Zhenming Chen; Vikas Singh; Jinhui Xu 001 (J. Comb. Optim., 2005)

Efficient Algorithms for Determining 3-D Bi-Plane Imaging Geometry. - Jinhui Xu 001; Guang Xu; Zhenming Chen; Vikas Singh; Kenneth R. Hoffmann (J. Comb. Optim., 2005)

Efficient algorithm for approximating maximum inscribed sphere in high dimensional polytope. - Yulai Xie; Jack Snoeyink; Jinhui Xu 001 (SCG, 2006)

On Mobility Analysis of Functional Sites from Time Lapse Microscopic Image Sequences of Living Cell Nucleus. - Lopamudra Mukherjee; Vikas Singh; Jinhui Xu 001; Kishore S. Malyavantham; Ronald Berezney (MICCAI (2), 2006)

A linear programming based algorithm for determining corresponding point tuples in multiple vascular images. - Vikas Singh; Jinhui Xu 001; Kenneth R. Hoffmann; Peter B. Noël; Alan M. Walczak (Image Processing, 2006)

Solving the brachytherapy seed localization problem using geometric and linear programming techniques. - Vikas Singh; Lopamudra Mukherjee; Jinhui Xu 001; Kenneth R. Hoffmann (SAC, 2006)

Robustness of k-gon Voronoi diagram construction. - Zhenming Chen; Evanthia Papadopoulou; Jinhui Xu 001 (Inf. Process. Lett., 2006)

Graph bandwidth of weighted caterpillars. - Mingen Lin; Zhiyong Lin; Jinhui Xu 001 (Theor. Comput. Sci., 2006)

Minimum Spanning Tree with Neighborhoods. - Yang Yang 012; Mingen Lin; Jinhui Xu 001; Yulai Xie (AAIM, 2007)

Non-breaking Similarity of Genomes with Gene Repetitions. - Zhixiang Chen 001; Bin Fu; Jinhui Xu 001; Bo-Ting Yang; Zhiyu Zhao; Binhai Zhu (CPM, 2007)

Generalized Median Graphs: Theory and Applications. - Lopamudra Mukherjee; Vikas Singh; Jiming Peng; Jinhui Xu 001; Michael J. Zeitz; Ronald Berezney (ICCV, 2007)

Limited view CT reconstruction via constrained metric labeling. - Vikas Singh; Petru M. Dinu; Lopamudra Mukherjee; Jinhui Xu 001; Kenneth R. Hoffmann (ICCV, 2007)

A Constant Approximation Algorithm for Interference Aware Broadcast in Wireless Networks. - Zhenming Chen; Chunming Qiao; Jinhui Xu 001; Taekkyeun Lee (INFOCOM, 2007)

Planning image-guided endovascular interventions: guidewire simulation using shortest path algorithms. - Sebastian Schafer; Vikas Singh; Kenneth R. Hoffmann; Peter B. Noël; Jinhui Xu 001 (Image-Guided Procedures, 2007)

Ensemble Clustering using Semidefinite Programming. - Vikas Singh; Lopamudra Mukherjee; Jiming Peng; Jinhui Xu 001 (NIPS, 2007)

On extracting consistent graphs in wireless sensor networks. - Murtuza Jadliwala; Qi Duan; Jinhui Xu 001; Shambhu J. Upadhyaya (Int. J. Sens. Networks, 2007)

Constant Approximation Algorithms for Rectangle Stabbing and Related Problems. - Guang Xu; Jinhui Xu 001 (Theory Comput. Syst., 2007)

Linear time algorithms for approximating the facility terminal cover problem. - Guang Xu; Yang Yang 012; Jinhui Xu 001 (Networks, 2007)

Brachytherapy Seed Localization Using Geometric and Linear Programming Techniques. - Vikas Singh; Lopamudra Mukherjee; Jinhui Xu 001; Kenneth R. Hoffmann; Petru M. Dinu; M. Podgorsak (IEEE Trans. Medical Imaging, 2007)

Maximizing throughput for optical burst switching networks. - Jikai Li; Chunming Qiao; Jinhui Xu 001; Dahai Xu (IEEE/ACM Trans. Netw., 2007)

Sphere Packing and Medical Applications. - Danny Z. Chen; Jinhui Xu 001 (Handbook of Approximation Algorithms and Metaheuristics, 2007)

Geometric Spanner of Objects under L1 Distance. - Yongding Zhu; Jinhui Xu 001; Yang Yang 012; Naoki Katoh; Shin-ichi Tanigawa (COCOON, 2008)

Limited view CT reconstruction and segmentation via constrained metric labeling. - Vikas Singh; Lopamudra Mukherjee; Petru M. Dinu; Jinhui Xu 001; Kenneth R. Hoffmann (Comput. Vis. Image Underst., 2008)

Almost optimal solutions for bin coloring problems. - Mingen Lin; Zhiyong Lin; Jinhui Xu 001 (J. Comb. Optim., 2008)

Geometric tomography: a limited-view approach for computed tomography. - Peter B. Noël; Jinhui Xu 001; Kenneth R. Hoffmann; Jason J. Corso (SCG, 2009)

ABC-MC: A simple multi-channel geographic forwarding scheme for wireless sensor networks. - Taekkyeun Lee; Chunming Qiao; Murat Demirbas; Jinhui Xu 001 (IPCCC, 2009)

Reconstruction from a flexible number of projections in cone-beam computed tomography via active shape models. - Peter B. Noël; Jason J. Corso; Jinhui Xu 001; Kenneth R. Hoffmann; Sebastian Schafer; Alan M. Walczak (Image Processing, 2009)

Spatiotemporal Delay Control for Low-Duty-Cycle Sensor Networks. - Yu Gu 001; Tian He 001; Mingen Lin; Jinhui Xu 001 (RTSS, 2009)

Towards a theory for securing time synchronization in wireless sensor networks. - Murtuza Jadliwala; Qi Duan; Shambhu J. Upadhyaya; Jinhui Xu 001 (WISEC, 2009)

Real-time endovascular guidewire position simulation using shortest path algorithms. - Sebastian Schafer; Vikas Singh; Peter B. Noël; Alan M. Walczak; Jinhui Xu 001; Kenneth R. Hoffmann (Int. J. Comput. Assist. Radiol. Surg., 2009)

Generalized median graphs and applications. - Lopamudra Mukherjee; Vikas Singh; Jiming Peng; Jinhui Xu 001; Michael J. Zeitz; Ronald Berezney (J. Comb. Optim., 2009)

An improved approximation algorithm for uncapacitated facility location problem with penalties. - Guang Xu; Jinhui Xu 001 (J. Comb. Optim., 2009)

Foreword. - Rudolf Fleischer; Jinhui Xu 001 (Theor. Comput. Sci., 2009)

Approximating Minimum Bending Energy Path in a Simple Corridor. - Jinhui Xu 001; Lei Xu 006; Yulai Xie (ISAAC (1), 2010)

Computing Maximum Association Graph in Microscopic Nucleus Images. - Branislav Stojkovic; Yongding Zhu; Jinhui Xu 001; Andrew J. Fritz; Michael J. Zeitz; Jaromira Vecerova; Ronald Berezney (MICCAI (2), 2010)

ABC: A simple geographic forwarding scheme capable of bypassing routing holes in sensor networks. - Taekkyeun Lee; Chunming Qiao; Murat Demirbas; Jinhui Xu 001 (Ad Hoc Networks, 2010)

Improved Approximation Algorithms for Maximum Resource Bin Packing and Lazy Bin Covering Problems. - Mingen Lin; Yang Yang 012; Jinhui Xu 001 (Algorithmica, 2010)

GPU-based cone beam computed tomography. - Peter B. Noël; Alan M. Walczak; Jinhui Xu 001; Jason J. Corso; Kenneth R. Hoffmann; Sebastian Schafer (Comput. Methods Programs Biomed., 2010)

Efficient approximation algorithms for clustering point-sets. - Guang Xu; Jinhui Xu 001 (Comput. Geom., 2010)

A Geometric Spanner of Segments. - Jinhui Xu 001; Yang Yang 012; Yongding Zhu; Naoki Katoh (Int. J. Comput. Geom. Appl., 2010)

Ensemble clustering using semidefinite programming with applications. - Vikas Singh; Lopamudra Mukherjee; Jiming Peng; Jinhui Xu 001 (Mach. Learn., 2010)

On Lazy Bin Covering and Packing problems. - Mingen Lin; Yang Yang 012; Jinhui Xu 001 (Theor. Comput. Sci., 2010)

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

Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces. - Lei Xu 006; Branislav Stojkovic; Yongding Zhu; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (IPMI, 2011)

The Linfty Hausdorff Voronoi Diagram Revisited. - Evanthia Papadopoulou; Jinhui Xu 001 (ISVD, 2011)

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

ABC-MC: A new multi-channel geographic forwarding scheme for wireless sensor networks. - Taekkyeun Lee; Chunming Qiao; Murat Demirbas; Jinhui Xu 001 (Ad Hoc Networks, 2011)

On the 2-Central Path Problem. - Yongding Zhu; Jinhui Xu 001 (COCOON, 2012)

An improved endovascular guidewire position simulation algorithm. - Lei Xu 006; Yong Tian; Xuhui Jin; Jie Chen; Sebastian Schafer; Kenneth R. Hoffmann; Jinhui Xu 001 (ISBI, 2012)

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

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

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

Map of Geometric Minimal Cuts for General Planar Embedding. - Lei Xu 006; Evanthia Papadopoulou; Jinhui Xu 001 (COCOA, 2013)

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

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

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

Improved algorithms for the farthest colored Voronoi diagram of segments. - Yongding Zhu; Jinhui Xu 001 (Theor. Comput. Sci., 2013)

On the central path problem. - Yongding Zhu; Jinhui Xu 001 (Theor. Comput. Sci., 2013)

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

Algorithms for Cut Problems on Trees. - Iyad A. Kanj; Guohui Lin; Tian Liu 001; Weitian Tong; Ge Xia; Jinhui Xu 001; Boting Yang; Fenghui Zhang; Peng Zhang 008; Binhai Zhu (COCOA, 2014)

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

Computing the Map of Geometric Minimal Cuts. - Jinhui Xu 001; Lei Xu 006; Evanthia Papadopoulou (Algorithmica, 2014)

Approximating minimum bending energy path in a simple corridor. - Lei Xu 006; Jinhui Xu 001 (Comput. Geom., 2014)

On DDoS Attack Related Minimum Cut Problems. - Qi Duan; Jafar Haadi Jafarian; Ehab Al-Shaer; Jinhui Xu 001 (CoRR, 2014)

On the connectivity preserving minimum cut problem. - Qi Duan; Jinhui Xu 001 (J. Comput. Syst. Sci., 2014)

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

On the approximability of the exemplar adjacency number problem for genomes with gene repetitions. - Zhixiang Chen 001; Bin Fu; Randy Goebel; Guohui Lin; Weitian Tong; Jinhui Xu 001; Boting Yang; Zhiyu Zhao; Binhai Zhu (Theor. Comput. Sci., 2014)

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

Clustering-Based Collaborative Filtering for Link Prediction. - Xiangyu Wang 017; Dayu He; Danyang Chen; Jinhui Xu 001 (AAAI, 2015)

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

Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems. - Haiming Jin; Lu Su 001; Danyang Chen; Klara Nahrstedt; Jinhui Xu 001 (MobiHoc, 2015)

The L∞ Hausdorff Voronoi Diagram Revisited. - Evanthia Papadopoulou; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2015)

Improved parameterized and exact algorithms for cut problems on trees. - Iyad A. Kanj; Guohui Lin; Tian Liu 001; Weitian Tong; Ge Xia; Jinhui Xu 001; Boting Yang; Fenghui Zhang; Peng Zhang 008; Binhai Zhu (Theor. Comput. Sci., 2015)

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

Medical Image Segmentation Using Improved Affinity Propagation. - Hong Zhu 005; Jinhui Xu 001; Junfeng Hu; Jing Chen (CompIMAGE, 2016)

How to Block Blood Flow by Using Elastic Coil. - Zihe Chen; Danyang Chen; Xiangyu Wang 017; Jianping Xiang; Hui Meng; Jinhui Xu 001 (FAW, 2016)

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

One-pass online SVM with extremely small space complexity. - Yangwei Liu; Jinhui Xu 001 (ICPR, 2016)

Rapid virtual stenting for intracranial aneurysms. - Liang Zhao 018; Danyang Chen; Zihe Chen; Xiangyu Wang 017; Nikhil Paliwal; Jianping Xiang; Hui Meng; Jason J. Corso; Jinhui Xu 001 (Image-Guided Procedures, 2016)

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

Chromatic kernel and its applications. - Hu Ding; 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; Danyang Chen; Jinhui Xu 001 (AAAI, 2017)

Big data transfer optimization based on offline knowledge discovery and adaptive sampling. - Md. S. Q. Zulkar Nine; Kemal Guner; Ziyun Huang; Xiangyu Wang 017; Jinhui Xu 001; Tevfik Kosar (IEEE BigData, 2017)

Differentially Private Empirical Risk Minimization Revisited: Faster and More General. - Di Wang 015; Minwei Ye; Jinhui Xu 001 (NIPS, 2017)

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

Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Real-time Sampling. - Md. S. Q. Zulkar Nine; Kemal Guner; Ziyun Huang; Xiangyu Wang 017; Jinhui Xu 001; Tevfik Kosar (CoRR, 2017)

On Clustering Induced Voronoi Diagrams. - Danny Z. Chen; Ziyun Huang; Yangwei Liu; Jinhui Xu 001 (SIAM J. Comput., 2017)

Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning. - Di Wang 015; Jinhui Xu 001 (AAAI, 2018)

Differentially Private Sparse Inverse Covariance Estimation. - Di Wang 015; Mengdi Huai; Jinhui Xu 001 (GlobalSIP, 2018)

Holistic Brain Tumor Screening and Classification Based on DenseNet and Recurrent Neural Network. - Yufan Zhou 001; Zheshuo Li; Hong Zhu 005; Changyou Chen; Mingchen Gao; Kai Xu; Jinhui Xu 001 (BrainLes@MICCAI (1), 2018)

Empirical Risk Minimization in Non-interactive Local Differential Privacy Revisited. - Di Wang 015; Marco Gaboardi; Jinhui Xu 001 (NeurIPS, 2018)

Medical Image Segmentation Using Fruit Fly Optimization and Density Peaks Clustering. - Hong Zhu 005; Hanzhi He; Jinhui Xu 001; Qianhao Fang; Wei Wang (Comput. Math. Methods Medicine, 2018)

Efficient Empirical Risk Minimization with Smooth Loss Functions in Non-interactive Local Differential Privacy. - Di Wang 015; Marco Gaboardi; Jinhui Xu 001 (CoRR, 2018)

Differentially Private Empirical Risk Minimization in Non-interactive Local Model via Polynomial of Inner Product Approximation. - Di Wang 015; Adam D. Smith 001; Jinhui Xu 001 (CoRR, 2018)

Novel geometric approach for virtual coiling. - Zihe Chen; Danyang Chen; Xiangyu Wang 017; Robert J. Damiano; Hui Meng; Jinhui Xu 001 (Theor. Comput. Sci., 2018)

Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View. - Di Wang 015; Jinhui Xu 001 (AAAI, 2019)

Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations. - Di Wang 015; Adam D. Smith 001; Jinhui Xu 001 (ALT, 2019)

Estimating Sparse Covariance Matrix Under Differential Privacy via Thresholding. - Di Wang 015; Jinhui Xu 001; Yang He (CISS, 2019)

Differentially Private Empirical Risk Minimization with Non-convex Loss Functions. - Di Wang 015; Changyou Chen; Jinhui Xu 001 (ICML, 2019)

Privacy-aware Synthesizing for Crowdsourced Data. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (IJCAI, 2019)

Lower Bound of Locally Differentially Private Sparse Covariance Matrix Estimation. - Di Wang 015; Jinhui Xu 001 (IJCAI, 2019)

Improved Algorithms for Clustering with Outliers. - Qilong Feng; Zhen Zhang 025; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (ISAAC, 2019)

A Faster Algorithm for Truth Discovery via Range Cover. - Ziyun Huang; Hu Ding; Jinhui Xu 001 (Algorithmica, 2019)

Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data. - Di Wang 015; Huanyu Zhang; Marco Gaboardi; Jinhui Xu 001 (CoRR, 2019)

KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (CoRR, 2019)

Faster constrained linear regression via two-step preconditioning. - Di Wang 015; Jinhui Xu 001 (Neurocomputing, 2019)

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing. - Haiming Jin; Lu Su 001; Danyang Chen; Hongpeng Guo; Klara Nahrstedt; Jinhui Xu 001 (IEEE Trans. Mob. Comput., 2019)

Pairwise Learning with Differential Privacy Guarantees. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (AAAI, 2020)

Estimating Stochastic Linear Combination of Non-Linear Regressions. - Di Wang 015; Xiangyu Guo; Chaowen Guan; Shi Li 001; Jinhui Xu 001 (AAAI, 2020)

On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. - Di Wang 015; Hanshen Xiao; Srinivas Devadas; Jinhui Xu 001 (ICML, 2020)

A Unified Framework of FPT Approximation Algorithms for Clustering Problems. - Qilong Feng; Zhen Zhang 025; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (ISAAC, 2020)

Weakly-Supervised Brain Tumor Classification with Global Diagnosis Label. - Yufan Zhou 001; Zheshuo Li; Chunwei Ma; Changyou Chen; Mingchen Gao; Hong Zhu 005; Jinhui Xu 001 (ISBI, 2020)

Learning Manifold Implicitly via Explicit Heat-Kernel Learning. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (NeurIPS, 2020)

Escaping Saddle Points of Empirical Risk Privately and Scalably via DP-Trust Region Method. - Di Wang 015; Jinhui Xu 001 (ECML/PKDD (3), 2020)

A Unified Framework for Clustering Constrained Data Without Locality Property. - Hu Ding; Jinhui Xu 001 (Algorithmica, 2020)

An Efficient Sum Query Algorithm for Distance-Based Locally Dominating Functions. - Ziyun Huang; Jinhui Xu 001 (Algorithmica, 2020)

Approximating Global Optimum for Probabilistic Truth Discovery. - Shi Li 001; Jinhui Xu 001; Minwei Ye (Algorithmica, 2020)

Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness. - Tianhang Zheng; Di Wang 015; Baochun Li; Jinhui Xu 001 (CoRR, 2020)

Graph Neural Networks with Composite Kernels. - Yufan Zhou 001; Jiayi Xian; Changyou Chen; Jinhui Xu 001 (CoRR, 2020)

Differentially Private (Gradient) Expectation Maximization Algorithm with Statistical Guarantees. - Di Wang 015; Jiahao Ding; Zejun Xie; Miao Pan; Jinhui Xu 001 (CoRR, 2020)

Distributed and Robust Support Vector Machine. - Yangwei Liu; Hu Ding; Ziyun Huang; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2020)

Estimating stochastic linear combination of non-linear regressions efficiently and scalably. - Di Wang 015; Xiangyu Guo; Chaowen Guan; Shi Li 001; Jinhui Xu 001 (Neurocomputing, 2020)

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

Empirical Risk Minimization in the Non-interactive Local Model of Differential Privacy. - Di Wang 015; Marco Gaboardi; Adam D. Smith 001; Jinhui Xu 001 (J. Mach. Learn. Res., 2020)

Robust high dimensional expectation maximization algorithm via trimmed hard thresholding. - Di Wang 015; Xiangyu Guo; Shi Li 001; Jinhui Xu 001 (Mach. Learn., 2020)

Principal Component Analysis in the local differential privacy model. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2020)

Tight lower bound of sparse covariance matrix estimation in the local differential privacy model. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2020)

Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data. - Di Wang 015; Huangyu Zhang; Marco Gaboardi; Jinhui Xu 001 (ALT, 2021)

Meta-Learning with Neural Tangent Kernels. - Yufan Zhou 001; Zhenyi Wang 001; Jiayi Xian; Changyou Chen; Jinhui Xu 001 (ICLR, 2021)

PTAS for Minimum Cost Multi-covering with Disks. - Ziyun Huang; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (SODA, 2021)

Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization. - Chunwei Ma; Ziyun Huang; Jiayi Xian; Mingchen Gao; Jinhui Xu 001 (UAI, 2021)

Fast virtual coiling algorithm for intracranial aneurysms using pre-shape path planning. - Palak Patel; Seyyed Mostafa Mousavi Janbeh Sarayi; Danyang Chen; Adam L. Hammond; Robert J. Damiano; Jason M. Davies; Jinhui Xu 001; Hui Meng (Comput. Biol. Medicine, 2021)

An approximation algorithm for k-median with priorities. - Zhen Zhang 025; Qilong Feng; Jinhui Xu 001; Jianxin Wang 001 (Sci. China Inf. Sci., 2021)

Influence-based Voronoi diagrams of clusters. - Ziyun Huang; Danny Z. Chen; Jinhui Xu 001 (Comput. Geom., 2021)

Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (CoRR, 2021)

LAFITE: Towards Language-Free Training for Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Changyou Chen; Chunyuan Li; Chris Tensmeyer; Tong Yu 001; Jiuxiang Gu; Jinhui Xu 001; Tong Sun 005 (CoRR, 2021)

A Generic Approach for Enhancing GANs by Regularized Latent Optimization. - Yufan Zhou 001; Chunyuan Li; Changyou Chen; Jinhui Xu 001 (CoRR, 2021)

A local search algorithm for k-means with outliers. - Zhen Zhang 025; Qilong Feng; Junyu Huang; Yutian Guo; Jinhui Xu 001; Jianxin Wang 001 (Neurocomputing, 2021)

Inferring ground truth from crowdsourced data under local attribute differential privacy. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2021)

Differentially private high dimensional sparse covariance matrix estimation. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2021)

Disturbance-Observer-Based Direct Torque Control of Five-Phase Permanent Magnet Motor Under Open-Circuit and Short-Circuit Faults. - Huawei Zhou 001; Jinhui Xu 001; Cheng Chen; Xiange Tian; Guohai Liu (IEEE Trans. Ind. Electron., 2021)

On Sparse Linear Regression in the Local Differential Privacy Model. - Di Wang 015; Jinhui Xu 001 (IEEE Trans. Inf. Theory, 2021)

TiGAN: Text-Based Interactive Image Generation and Manipulation. - Yufan Zhou 001; Ruiyi Zhang 002; Jiuxiang Gu; Chris Tensmeyer; Tong Yu 001; Changyou Chen; Jinhui Xu 001; Tong Sun 005 (AAAI, 2022)

On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data. - Jinyan Su; Jinhui Xu 001; Di Wang 015 (ACML, 2022)

Towards Language-Free Training for Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Changyou Chen; Chunyuan Li; Chris Tensmeyer; Tong Yu 001; Jiuxiang Gu; Jinhui Xu 001; Tong Sun 005 (CVPR, 2022)

In-Range Farthest Point Queries and Related Problem in High Dimensions. - Ziyun Huang; Jinhui Xu 001 (ICALP, 2022)

Few-shot Learning via Dirichlet Tessellation Ensemble. - Chunwei Ma; Ziyun Huang; Mingchen Gao; Jinhui Xu 001 (ICLR, 2022)

FLS: A New Local Search Algorithm for K-means with Smaller Search Space. - Junyu Huang; Qilong Feng; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (IJCAI, 2022)

Differentially Private ℓ1-norm Linear Regression with Heavy-tailed Data. - Di Wang 015; Jinhui Xu 001 (ISIT, 2022)

Small Candidate Set for Translational Pattern Search. - Ziyun Huang; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (Algorithmica, 2022)

Differentially Private 𝓁1-norm Linear Regression with Heavy-tailed Data. - Di Wang 015; Jinhui Xu 001 (CoRR, 2022)

Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach. - Chunwei Ma; Ziyun Huang; Mingchen Gao; Jinhui Xu 001 (CoRR, 2022)

Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning. - Chunwei Ma; Zhanghexuan Ji; Ziyun Huang; Yan Shen 002; Mingchen Gao; Jinhui Xu 001 (CoRR, 2022)

Lafite2: Few-shot Text-to-Image Generation. - Yufan Zhou 001; Chunyuan Li; Changyou Chen; Jianfeng Gao 001; Jinhui Xu 001 (CoRR, 2022)

Sparse non-negative matrix factorization for uncertain data clustering. - Danyang Chen; Xiangyu Wang 017; Xiu Xu; Cheng Zhong; Jinhui Xu 001 (Intell. Data Anal., 2022)

Preface. - Angsheng Li; Jianer Chen; Qilong Feng; Jinhui Xu 001 (Math. Struct. Comput. Sci., 2022)

A PTAS Framework for Clustering Problems in Doubling Metrics. - Di Wu 002; Jinhui Xu 001; Jianxin Wang 001 (COCOON (1), 2023)

Shifted Diffusion for Text-to-image Generation. - Yufan Zhou 001; Bingchen Liu; Yizhe Zhu; Xiao Yang; Changyou Chen; Jinhui Xu 001 (CVPR, 2023)

Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm. - Di Wang 015; Jiahao Ding; Lijie Hu; Zejun Xie; Miao Pan; Jinhui Xu 001 (ECAI, 2023)

The Fair k-Center with Outliers Problem: FPT and Polynomial Approximations. - Xiaoliang Wu; Qilong Feng; Jinhui Xu 001; Jianxin Wang 001 (IJTCS-FAW, 2023)

Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning. - Chunwei Ma; Zhanghexuan Ji; Ziyun Huang; Yan Shen 002; Mingchen Gao; Jinhui Xu 001 (ICLR, 2023)

Fast Algorithms for Distributed k-Clustering with Outliers. - Junyu Huang; Qilong Feng; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (ICML, 2023)

Linear Time Algorithms for k-means with Multi-Swap Local Search. - Junyu Huang; Qilong Feng; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (NeurIPS, 2023)

CellBRF: a feature selection method for single-cell clustering using cell balance and random forest. - Yunpei Xu; Hong-Dong Li; Cui-Xiang Lin; Ruiqing Zheng; Yaohang Li; Jinhui Xu 001; Jianxin Wang 001 (Bioinform., 2023)

Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach. - Yufan Zhou 001; Ruiyi Zhang 002; Tong Sun 005; Jinhui Xu 001 (CoRR, 2023)

Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data. - Di Wang 015; Lijie Hu; Huanyu Zhang; Marco Gaboardi; Jinhui Xu 001 (J. Mach. Learn. Res., 2023)

SEC: More Accurate Clustering Algorithm via Structural Entropy. - Junyu Huang; Qilong Feng; Jiahui Wang; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (AAAI, 2024)

New Algorithms for Distributed Fair k-Center Clustering: Almost Accurate as Sequential Algorithms. - Xiaoliang Wu; Qilong Feng; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (AAMAS, 2024)

Improved Approximation Algorithm for Individual Fairness k-Median. - Di Wu 002; Qilong Feng; Jinhui Xu 001; Jian-Xin Wang 001 (COCOA (1), 2024)

Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model. - Liyang Zhu; Meng Ding; Vaneet Aggarwal; Jinhui Xu 001; Di Wang 015 (ICLR, 2024)

Understanding Forgetting in Continual Learning with Linear Regression. - Meng Ding; Kaiyi Ji; Di Wang 015; Jinhui Xu 001 (ICML, 2024)

Near-Linear Time Approximation Algorithms for k-means with Outliers. - Junyu Huang; Qilong Feng; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001 (ICML, 2024)

Revisiting Differentially Private ReLU Regression. - Meng Ding; Mingxi Lei; Liyang Zhu; Shaowei Wang 003; Di Wang 015; Jinhui Xu 001 (NeurIPS, 2024)

Truthful High Dimensional Sparse Linear Regression. - Liyang Zhu; Amina Manseur; Meng Ding; Jinyan Liu; Jinhui Xu 001; Di Wang 015 (NeurIPS, 2024)

Linear Time Approximation Algorithm for Column Subset Selection with Local Search. - Yuanbin Zou; Ziyun Huang; Jinhui Xu 001; Jianxin Wang 001; Qilong Feng (NeurIPS, 2024)

Improved Approximation Algorithm for the Distributed Lower-Bounded k-Center Problem. - Ting Liang; Qilong Feng; Xiaoliang Wu; Jinhui Xu 001; Jianxin Wang 001 (TAMC, 2024)

TopoLa: a novel embedding framework for understanding complex networks. - Kai Zheng 020; Qilong Feng; Yaohang Li; Qichang Zhao; Jinhui Xu 001; Jianxin Wang 001 (CoRR, 2024)

Why Fine-Tuning Struggles with Forgetting in Machine Unlearning? Theoretical Insights and a Remedial Approach. - Meng Ding; Jinhui Xu 001; Kaiyi Ji (CoRR, 2024)

Multiset Transformer: Advancing Representation Learning in Persistence Diagrams. - Minghua Wang; Ziyun Huang; Jinhui Xu 001 (CoRR, 2024)

An Efficient Algorithm for the 2-Central Path Problem. - Ziyun Huang; Yongding Zhu; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2024)

A Space-Efficient One-Pass Online SVM Algorithm. - Yangwei Liu; Ziyun Huang; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2024)

PTAS for Minimum Cost MultiCovering with Disks. - Ziyun Huang; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (SIAM J. Comput., 2024)

New algorithms for fair k-center problem with outliers and capacity constraints. - Xiaoliang Wu; Qilong Feng; Jinhui Xu 001; Jian-xin Wang 001 (Theor. Comput. Sci., 2024)

Persistent Local Homology in Graph Learning. - Minghua Wang; Yan Hu; Ziyun Huang; Di Wang 015; Jinhui Xu 001 (Trans. Mach. Learn. Res., 2024)

Gradient complexity and non-stationary views of differentially private empirical risk minimization. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2024)

PAC learning halfspaces in non-interactive local differential privacy model with public unlabeled data. - Jinyan Su; Jinhui Xu 001; Di Wang 015 (J. Comput. Syst. Sci., 2024)

Fair Single Index Model. - Yidong Wang; Meng Ding; Jinhui Xu 001; Di Wang 015 (ACM Trans. Knowl. Discov. Data, 2024)

Fully-Scalable Massively Parallel Algorithm for k-center with Outliers. - Di Wu 002; Qilong Feng; Junyu Huang; Jinhui Xu 001; Ziyun Huang; Jianxin Wang 001 (AAAI, 2025)

Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization. - Ruijia Zhang; Mingxi Lei; Meng Ding; Zihang Xiang; Jinhui Xu 001; Di Wang 015 (AAAI, 2025)

New Algorithms for the Learning-Augmented k-means Problem. - Junyu Huang; Qilong Feng; Ziyun Huang; Zhen Zhang 025; Jinhui Xu 001; Jianxin Wang 001 (ICLR, 2025)

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. - Mingxi Lei; Chunwei Ma; Meng Ding; Yufan Zhou 001; Ziyun Huang; Jinhui Xu 001 (ICLR, 2025)

Nearly Optimal Differentially Private ReLU Regression. - Meng Ding; Mingxi Lei; Shaowei Wang 003; Tianhang Zheng; Di Wang 015; Jinhui Xu 001 (UAI, 2025)

Unifying domain gap in Federated Learning: A geometric approach. - Mingxi Lei; Meng Ding; Chunwei Ma; Ziyun Huang; Mingchen Gao; Jinhui Xu 001 (Neurocomputing, 2025)

The distributed algorithms for the lower-bounded k-center clustering in metric space. - Ting Liang; Xiaoliang Wu; Jinhui Xu 001; Qilong Feng (Theor. Comput. Sci., 2025)

Private least absolute deviations with heavy-tailed data. - Di Wang 015; Jinhui Xu 001 (Theor. Comput. Sci., 2025)

Towards User-level Private Reinforcement Learning with Human Feedback. - Jiaming Zhang; Mingxi Lei; Meng Ding; Mengdi Li; Zihang Xiang; Difei Xu; Jinhui Xu 001; Di Wang 015 (CoRR, 2025)