Jinhui Xu

According to our database, Jinhui Xu authored at least 208 papers between 2000 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Unifying domain gap in Federated Learning: A geometric approach.

Mingxi Lei, Meng Ding, Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

Neurocomputing, 2025

2024

PAC learning halfspaces in non-interactive local differential privacy model with public unlabeled data.

Jinyan Su, Jinhui Xu, Di Wang

J. Comput. Syst. Sci., May, 2024

Gradient complexity and non-stationary views of differentially private empirical risk minimization.

Di Wang, Jinhui Xu

Theor. Comput. Sci., January, 2024

Persistent Local Homology in Graph Learning.

Minghua Wang, Yan Hu, Ziyun Huang, Di Wang, Jinhui Xu

Trans. Mach. Learn. Res., 2024

New algorithms for fair k-center problem with outliers and capacity constraints.

Xiaoliang Wu, Qilong Feng, Jinhui Xu, Jian-xin Wang

Theor. Comput. Sci., 2024

PTAS for Minimum Cost MultiCovering with Disks.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

SIAM J. Comput., 2024

Truthful High Dimensional Sparse Linear Regression.

Liyang Zhu, Amina Manseur, Meng Ding, Jinyan Liu, Jinhui Xu, Di Wang

CoRR, 2024

Why Fine-Tuning Struggles with Forgetting in Machine Unlearning? Theoretical Insights and a Remedial Approach.

Meng Ding, Jinhui Xu, Kaiyi Ji

CoRR, 2024

TopoLa: a novel embedding framework for understanding complex networks.

Kai Zheng, Qilong Feng, Yaohang Li, Qichang Zhao, Jinhui Xu, Jianxin Wang

CoRR, 2024

Improved Approximation Algorithm for the Distributed Lower-Bounded k-Center Problem.

Ting Liang, Qilong Feng, Xiaoliang Wu, Jinhui Xu, Jianxin Wang

Proceedings of the Theory and Applications of Models of Computation, 2024

Near-Linear Time Approximation Algorithms for k-means with Outliers.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Understanding Forgetting in Continual Learning with Linear Regression.

Meng Ding, Kaiyi Ji, Di Wang, Jinhui Xu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model.

Liyang Zhu, Meng Ding, Vaneet Aggarwal, Jinhui Xu, Di Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

New Algorithms for Distributed Fair k-Center Clustering: Almost Accurate as Sequential Algorithms.

Xiaoliang Wu, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

SEC: More Accurate Clustering Algorithm via Structural Entropy.

Junyu Huang, Qilong Feng, Jiahui Wang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data.

Di Wang, Lijie Hu, Huanyu Zhang, Marco Gaboardi, Jinhui Xu

J. Mach. Learn. Res., 2023

Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach.

Yufan Zhou, Ruiyi Zhang, Tong Sun, Jinhui Xu

CoRR, 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, Jianxin Wang

Bioinform., 2023

Linear Time Algorithms for k-means with Multi-Swap Local Search.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fast Algorithms for Distributed k-Clustering with Outliers.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the International Conference on Machine Learning, 2023

Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning.

Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Fair k-Center with Outliers Problem: FPT and Polynomial Approximations.

Xiaoliang Wu, Qilong Feng, Jinhui Xu, Jianxin Wang

Proceedings of the Frontiers of Algorithmics - 17th International Joint Conference, 2023

Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm.

Di Wang, Jiahao Ding, Lijie Hu, Zejun Xie, Miao Pan, Jinhui Xu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Shifted Diffusion for Text-to-image Generation.

Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A PTAS Framework for Clustering Problems in Doubling Metrics.

Di Wu, Jinhui Xu, Jianxin Wang

Proceedings of the Computing and Combinatorics - 29th International Conference, 2023

2022

Preface.

Angsheng Li, Jianer Chen, Qilong Feng, Jinhui Xu

Math. Struct. Comput. Sci., 2022

Sparse non-negative matrix factorization for uncertain data clustering.

Danyang Chen, Xiangyu Wang, Xiu Xu, Cheng Zhong, Jinhui Xu

Intell. Data Anal., 2022

Lafite2: Few-shot Text-to-Image Generation.

Yufan Zhou, Chunyuan Li, Changyou Chen, Jianfeng Gao, Jinhui Xu

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, Mingchen Gao, Jinhui Xu

CoRR, 2022

Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach.

Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

CoRR, 2022

Differentially Private 𝓁₁-norm Linear Regression with Heavy-tailed Data.

Di Wang, Jinhui Xu

CoRR, 2022

Small Candidate Set for Translational Pattern Search.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

Algorithmica, 2022

Differentially Private ℓ1-norm Linear Regression with Heavy-tailed Data.

Di Wang, Jinhui Xu

Proceedings of the IEEE International Symposium on Information Theory, 2022

FLS: A New Local Search Algorithm for K-means with Smaller Search Space.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Few-shot Learning via Dirichlet Tessellation Ensemble.

Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

Proceedings of the Tenth International Conference on Learning Representations, 2022

In-Range Farthest Point Queries and Related Problem in High Dimensions.

Ziyun Huang, Jinhui Xu

Proceedings of the 49th International Colloquium on Automata, Languages, and Programming, 2022

Towards Language-Free Training for Text-to-Image Generation.

Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data.

Jinyan Su, Jinhui Xu, Di Wang

Proceedings of the Asian Conference on Machine Learning, 2022

TiGAN: Text-Based Interactive Image Generation and Manipulation.

Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On Sparse Linear Regression in the Local Differential Privacy Model.

Di Wang, Jinhui Xu

IEEE Trans. Inf. Theory, 2021

Differentially private high dimensional sparse covariance matrix estimation.

Di Wang, Jinhui Xu

Theor. Comput. Sci., 2021

Inferring ground truth from crowdsourced data under local attribute differential privacy.

Di Wang, Jinhui Xu

Theor. Comput. Sci., 2021

A local search algorithm for <i>k</i>-means with outliers.

Zhen Zhang, Qilong Feng, Junyu Huang, Yutian Guo, Jinhui Xu, Jianxin Wang

Neurocomputing, 2021

A Generic Approach for Enhancing GANs by Regularized Latent Optimization.

Yufan Zhou, Chunyuan Li, Changyou Chen, Jinhui Xu

CoRR, 2021

LAFITE: Towards Language-Free Training for Text-to-Image Generation.

Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun

CoRR, 2021

Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels.

Yufan Zhou, Changyou Chen, Jinhui Xu

CoRR, 2021

Influence-based Voronoi diagrams of clusters.

Ziyun Huang, Danny Z. Chen, Jinhui Xu

Comput. Geom., 2021

An approximation algorithm for k-median with priorities.

Zhen Zhang, Qilong Feng, Jinhui Xu, Jianxin Wang

Sci. China Inf. Sci., 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, Hui Meng

Comput. Biol. Medicine, 2021

Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization.

Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

PTAS for Minimum Cost Multi-covering with Disks.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Meta-Learning with Neural Tangent Kernels.

Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu

Proceedings of the 9th International Conference on Learning Representations, 2021

Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data.

Di Wang, Huangyu Zhang, Marco Gaboardi, Jinhui Xu

Proceedings of the Algorithmic Learning Theory, 2021

2020

Tight lower bound of sparse covariance matrix estimation in the local differential privacy model.

Di Wang, Jinhui Xu

Theor. Comput. Sci., 2020

Principal Component Analysis in the local differential privacy model.

Di Wang, Jinhui Xu

Theor. Comput. Sci., 2020

Robust high dimensional expectation maximization algorithm via trimmed hard thresholding.

Di Wang, Xiangyu Guo, Shi Li, Jinhui Xu

Mach. Learn., 2020

Empirical Risk Minimization in the Non-interactive Local Model of Differential Privacy.

Di Wang, Marco Gaboardi, Adam D. Smith, Jinhui Xu

J. Mach. Learn. Res., 2020

Learning the truth vector in high dimensions.

Hu Ding, Jinhui Xu

J. Comput. Syst. Sci., 2020

Estimating stochastic linear combination of non-linear regressions efficiently and scalably.

Di Wang, Xiangyu Guo, Chaowen Guan, Shi Li, Jinhui Xu

Neurocomputing, 2020

Distributed and Robust Support Vector Machine.

Yangwei Liu, Hu Ding, Ziyun Huang, Jinhui Xu

Int. J. Comput. Geom. Appl., 2020

Differentially Private (Gradient) Expectation Maximization Algorithm with Statistical Guarantees.

Di Wang, Jiahao Ding, Zejun Xie, Miao Pan, Jinhui Xu

CoRR, 2020

Graph Neural Networks with Composite Kernels.

Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu

CoRR, 2020

Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness.

Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu

CoRR, 2020

Approximating Global Optimum for Probabilistic Truth Discovery.

Shi Li, Jinhui Xu, Minwei Ye

Algorithmica, 2020

An Efficient Sum Query Algorithm for Distance-Based Locally Dominating Functions.

Ziyun Huang, Jinhui Xu

Algorithmica, 2020

A Unified Framework for Clustering Constrained Data Without Locality Property.

Hu Ding, Jinhui Xu

Algorithmica, 2020

Escaping Saddle Points of Empirical Risk Privately and Scalably via DP-Trust Region Method.

Di Wang, Jinhui Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Learning Manifold Implicitly via Explicit Heat-Kernel Learning.

Yufan Zhou, Changyou Chen, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Weakly-Supervised Brain Tumor Classification with Global Diagnosis Label.

Yufan Zhou, Zheshuo Li, Chunwei Ma, Changyou Chen, Mingchen Gao, Hong Zhu, Jinhui Xu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Unified Framework of FPT Approximation Algorithms for Clustering Problems.

Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 31st International Symposium on Algorithms and Computation, 2020

On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data.

Di Wang, Hanshen Xiao, Srinivas Devadas, Jinhui Xu

Proceedings of the 37th International Conference on Machine Learning, 2020

Estimating Stochastic Linear Combination of Non-Linear Regressions.

Di Wang, Xiangyu Guo, Chaowen Guan, Shi Li, Jinhui Xu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Pairwise Learning with Differential Privacy Guarantees.

Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.

Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu

IEEE Trans. Mob. Comput., 2019

Faster constrained linear regression via two-step preconditioning.

Di Wang, Jinhui Xu

Neurocomputing, 2019

KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling.

Yufan Zhou, Changyou Chen, Jinhui Xu

CoRR, 2019

Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data.

Di Wang, Huanyu Zhang, Marco Gaboardi, Jinhui Xu

CoRR, 2019

A Faster Algorithm for Truth Discovery via Range Cover.

Ziyun Huang, Hu Ding, Jinhui Xu

Algorithmica, 2019

Improved Algorithms for Clustering with Outliers.

Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 30th International Symposium on Algorithms and Computation, 2019

Lower Bound of Locally Differentially Private Sparse Covariance Matrix Estimation.

Di Wang, Jinhui Xu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Privacy-aware Synthesizing for Crowdsourced Data.

Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Differentially Private Empirical Risk Minimization with Non-convex Loss Functions.

Di Wang, Changyou Chen, Jinhui Xu

Proceedings of the 36th International Conference on Machine Learning, 2019

Estimating Sparse Covariance Matrix Under Differential Privacy via Thresholding.

Di Wang, Jinhui Xu, Yang He

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations.

Di Wang, Adam D. Smith, Jinhui Xu

Proceedings of the Algorithmic Learning Theory, 2019

Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View.

Di Wang, Jinhui Xu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Novel geometric approach for virtual coiling.

Zihe Chen, Danyang Chen, Xiangyu Wang, Robert J. Damiano, Hui Meng, Jinhui Xu

Theor. Comput. Sci., 2018

Differentially Private Empirical Risk Minimization in Non-interactive Local Model via Polynomial of Inner Product Approximation.

Di Wang, Adam D. Smith, Jinhui Xu

CoRR, 2018

Efficient Empirical Risk Minimization with Smooth Loss Functions in Non-interactive Local Differential Privacy.

Di Wang, Marco Gaboardi, Jinhui Xu

CoRR, 2018

Medical Image Segmentation Using Fruit Fly Optimization and Density Peaks Clustering.

Hong Zhu, Hanzhi He, Jinhui Xu, Qianhao Fang, Wei Wang

Comput. Math. Methods Medicine, 2018

Empirical Risk Minimization in Non-interactive Local Differential Privacy Revisited.

Di Wang, Marco Gaboardi, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Holistic Brain Tumor Screening and Classification Based on DenseNet and Recurrent Neural Network.

Yufan Zhou, Zheshuo Li, Hong Zhu, Changyou Chen, Mingchen Gao, Kai Xu, Jinhui Xu

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Differentially Private Sparse Inverse Covariance Estimation.

Di Wang, Mengdi Huai, Jinhui Xu

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning.

Di Wang, Jinhui Xu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

On Clustering Induced Voronoi Diagrams.

Danny Z. Chen, Ziyun Huang, Yangwei Liu, Jinhui Xu

SIAM J. Comput., 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, Jinhui Xu, Tevfik Kosar

CoRR, 2017

FPTAS for Minimizing the Earth Mover's Distance Under Rigid Transformations and Related Problems.

Hu Ding, Jinhui Xu

Algorithmica, 2017

Differentially Private Empirical Risk Minimization Revisited: Faster and More General.

Di Wang, Minwei Ye, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Big data transfer optimization based on offline knowledge discovery and adaptive sampling.

Md. S. Q. Zulkar Nine, Kemal Guner, Ziyun Huang, Xiangyu Wang, Jinhui Xu, Tevfik Kosar

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Novel Geometric Approach for Global Alignment of PPI Networks.

Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Chromatic kernel and its applications.

Hu Ding, Branislav Stojkovic, Zihe Chen, Andrew Hughes, Lei Xu, Andrew J. Fritz, Nitasha Sehgal, Ronald Berezney, Jinhui Xu

J. Comb. Optim., 2016

Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach.

Hu Ding, Lu Su, Jinhui Xu

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Rapid virtual stenting for intracranial aneurysms.

Liang Zhao, Danyang Chen, Zihe Chen, Xiangyu Wang, Nikhil Paliwal, Jianping Xiang, Hui Meng, Jason J. Corso, Jinhui Xu

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

One-pass online SVM with extremely small space complexity.

Yangwei Liu, Jinhui Xu

Proceedings of the 23rd International Conference on Pattern Recognition, 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

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

How to Block Blood Flow by Using Elastic Coil.

Zihe Chen, Danyang Chen, Xiangyu Wang, Jianping Xiang, Hui Meng, Jinhui Xu

Proceedings of the Frontiers in Algorithmics, 10th International Workshop, 2016

Medical Image Segmentation Using Improved Affinity Propagation.

Hong Zhu, Jinhui Xu, Junfeng Hu, Jing Chen

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016

Finding Global Optimum for Truth Discovery: Entropy Based Geometric Variance.

Hu Ding, Jing Gao, Jinhui Xu

Proceedings of the 32nd International Symposium on Computational Geometry, 2016

2015

Improved parameterized and exact algorithms for cut problems on trees.

Iyad A. Kanj, Guohui Lin, Tian Liu, Weitian Tong, Ge Xia, Jinhui Xu, Boting Yang, Fenghui Zhang, Peng Zhang, Binhai Zhu

Theor. Comput. Sci., 2015

The L∞ Hausdorff Voronoi Diagram Revisited.

Evanthia Papadopoulou, Jinhui Xu

Int. J. Comput. Geom. Appl., 2015

Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems.

Haiming Jin, Lu Su, Danyang Chen, Klara Nahrstedt, Jinhui Xu

Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015

Mining k-median chromosome association graphs from a population of heterogeneous cells.

Zihe Chen, Hu Ding, Danyang Chen, Xiangyu Wang, Andrew J. Fritz, Nitasha Sehgal, Ronald Berezney, Jinhui Xu

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Clustering-Based Collaborative Filtering for Link Prediction.

Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers.

Hu Ding, Jinhui Xu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

On the approximability of the exemplar adjacency number problem for genomes with gene repetitions.

Zhixiang Chen, Bin Fu, Randy Goebel, Guohui Lin, Weitian Tong, Jinhui Xu, Boting Yang, Zhiyu Zhao, Binhai Zhu

Theor. Comput. Sci., 2014

Cell Type Specific Alterations in Interchromosomal Networks across the Cell Cycle.

Andrew J. Fritz, Branislav Stojkovic, Hu Ding, Jinhui Xu, Sambit Bhattacharya, Ronald Berezney

PLoS Comput. Biol., 2014

On the connectivity preserving minimum cut problem.

Qi Duan, Jinhui Xu

J. Comput. Syst. Sci., 2014

On DDoS Attack Related Minimum Cut Problems.

Qi Duan, Jafar Haadi Jafarian, Ehab Al-Shaer, Jinhui Xu

CoRR, 2014

Approximating minimum bending energy path in a simple corridor.

Lei Xu, Jinhui Xu

Comput. Geom., 2014

Computing the Map of Geometric Minimal Cuts.

Jinhui Xu, Lei Xu, Evanthia Papadopoulou

Algorithmica, 2014

Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems.

Hu Ding, Jinhui Xu

Proceedings of the 30th Annual Symposium on Computational Geometry, 2014

Algorithms for Cut Problems on Trees.

Iyad A. Kanj, Guohui Lin, Tian Liu, Weitian Tong, Ge Xia, Jinhui Xu, Boting Yang, Fenghui Zhang, Peng Zhang, Binhai Zhu

Proceedings of the Combinatorial Optimization and Applications, 2014

Finding Median Point-Set Using Earth Mover's Distance.

Hu Ding, Jinhui Xu

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

On the central path problem.

Yongding Zhu, Jinhui Xu

Theor. Comput. Sci., 2013

Improved algorithms for the farthest colored Voronoi diagram of segments.

Yongding Zhu, Jinhui Xu

Theor. Comput. Sci., 2013

k-Prototype Learning for 3D Rigid Structures.

Hu Ding, Ronald Berezney, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

FPTAS for Minimizing Earth Mover's Distance under Rigid Transformations.

Hu Ding, Jinhui Xu

Proceedings of the Algorithms - ESA 2013, 2013

Gauging Association Patterns of Chromosome Territories via Chromatic Median.

Hu Ding, Branislav Stojkovic, Ronald Berezney, Jinhui Xu

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Map of Geometric Minimal Cuts for General Planar Embedding.

Lei Xu, Evanthia Papadopoulou, Jinhui Xu

Proceedings of the Combinatorial Optimization and Applications, 2013

2012

Robust Projective Clustering Under $L_{2}$ Norm

Hu Ding, Jinhui Xu

CoRR, 2012

Chromatic $k$-Mean Clustering in High Dimensional Space

Hu Ding, Jinhui Xu

CoRR, 2012

Efficient searching of globally optimal and smooth multisurfaces with shape priors.

Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu

Proceedings of the Medical Imaging 2012: Image Processing, 2012

An improved endovascular guidewire position simulation algorithm.

Lei Xu, Yong Tian, Xuhui Jin, Jie Chen, Sebastian Schafer, Kenneth R. Hoffmann, Jinhui Xu

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

On the 2-Central Path Problem.

Yongding Zhu, Jinhui Xu

Proceedings of the Computing and Combinatorics - 18th Annual International Conference, 2012

2011

ABC-MC: A new multi-channel geographic forwarding scheme for wireless sensor networks.

Taekkyeun Lee, Chunming Qiao, Murat Demirbas, Jinhui Xu

Ad Hoc Networks, 2011

Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness.

Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

The L_infty Hausdorff Voronoi Diagram Revisited.

Evanthia Papadopoulou, Jinhui Xu

Proceedings of the Eighth International Symposium on Voronoi Diagrams in Science and Engineering, 2011

Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces.

Lei Xu, Branislav Stojkovic, Yongding Zhu, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu

Proceedings of the Information Processing in Medical Imaging, 2011

Solving the Chromatic Cone Clustering Problem via Minimum Spanning Sphere.

Hu Ding, Jinhui Xu

Proceedings of the Automata, Languages and Programming - 38th International Colloquium, 2011

2010

On Lazy Bin Covering and Packing problems.

Mingen Lin, Yang Yang, Jinhui Xu

Theor. Comput. Sci., 2010

Ensemble clustering using semidefinite programming with applications.

Vikas Singh, Lopamudra Mukherjee, Jiming Peng, Jinhui Xu

Mach. Learn., 2010

A Geometric Spanner of Segments.

Jinhui Xu, Yang Yang, Yongding Zhu, Naoki Katoh

Int. J. Comput. Geom. Appl., 2010

Efficient approximation algorithms for clustering point-sets.

Guang Xu, Jinhui Xu

Comput. Geom., 2010

GPU-based cone beam computed tomography.

Peter B. Noël, Alan M. Walczak, Jinhui Xu, Jason J. Corso, Kenneth R. Hoffmann, Sebastian Schafer

Comput. Methods Programs Biomed., 2010

Improved Approximation Algorithms for Maximum Resource Bin Packing and Lazy Bin Covering Problems.

Mingen Lin, Yang Yang, Jinhui Xu

Algorithmica, 2010

ABC: A simple geographic forwarding scheme capable of bypassing routing holes in sensor networks.

Taekkyeun Lee, Chunming Qiao, Murat Demirbas, Jinhui Xu

Ad Hoc Networks, 2010

Computing Maximum Association Graph in Microscopic Nucleus Images.

Branislav Stojkovic, Yongding Zhu, Jinhui Xu, Andrew J. Fritz, Michael J. Zeitz, Jaromira Vecerova, Ronald Berezney

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Approximating Minimum Bending Energy Path in a Simple Corridor.

Jinhui Xu, Lei Xu, Yulai Xie

Proceedings of the Algorithms and Computation - 21st International Symposium, 2010

2009

Foreword.

Rudolf Fleischer, Jinhui Xu

Theor. Comput. Sci., 2009

An improved approximation algorithm for uncapacitated facility location problem with penalties.

Guang Xu, Jinhui Xu

J. Comb. Optim., 2009

Generalized median graphs and applications.

Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Jinhui Xu, Michael J. Zeitz, Ronald Berezney

J. Comb. Optim., 2009

Real-time endovascular guidewire position simulation using shortest path algorithms.

Sebastian Schafer, Vikas Singh, Peter B. Noël, Alan M. Walczak, Jinhui Xu, Kenneth R. Hoffmann

Int. J. Comput. Assist. Radiol. Surg., 2009

Towards a theory for securing time synchronization in wireless sensor networks.

Murtuza Jadliwala, Qi Duan, Shambhu J. Upadhyaya, Jinhui Xu

Proceedings of the Second ACM Conference on Wireless Network Security, 2009

Spatiotemporal Delay Control for Low-Duty-Cycle Sensor Networks.

Yu Gu, Tian He, Mingen Lin, Jinhui Xu

Proceedings of the 30th IEEE Real-Time Systems Symposium, 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, Kenneth R. Hoffmann, Sebastian Schafer, Alan M. Walczak

Proceedings of the Medical Imaging 2009: Image Processing, 2009

ABC-MC: A simple multi-channel geographic forwarding scheme for wireless sensor networks.

Taekkyeun Lee, Chunming Qiao, Murat Demirbas, Jinhui Xu

Proceedings of the 28th International Performance Computing and Communications Conference, 2009

Geometric tomography: a limited-view approach for computed tomography.

Peter B. Noël, Jinhui Xu, Kenneth R. Hoffmann, Jason J. Corso

Proceedings of the 25th ACM Symposium on Computational Geometry, 2009

2008

Almost optimal solutions for bin coloring problems.

Mingen Lin, Zhiyong Lin, Jinhui Xu

J. Comb. Optim., 2008

Limited view CT reconstruction and segmentation via constrained metric labeling.

Vikas Singh, Lopamudra Mukherjee, Petru M. Dinu, Jinhui Xu, Kenneth R. Hoffmann

Comput. Vis. Image Underst., 2008

Geometric Spanner of Objects under L1 Distance.

Yongding Zhu, Jinhui Xu, Yang Yang, Naoki Katoh, Shin-ichi Tanigawa

Proceedings of the Computing and Combinatorics, 14th Annual International Conference, 2008

2007

Sphere Packing and Medical Applications.

Danny Z. Chen, Jinhui Xu

Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Maximizing throughput for optical burst switching networks.

Jikai Li, Chunming Qiao, Jinhui Xu, Dahai Xu

IEEE/ACM Trans. Netw., 2007

Brachytherapy Seed Localization Using Geometric and Linear Programming Techniques.

Vikas Singh, Lopamudra Mukherjee, Jinhui Xu, Kenneth R. Hoffmann, Petru M. Dinu, M. Podgorsak

IEEE Trans. Medical Imaging, 2007

Linear time algorithms for approximating the facility terminal cover problem.

Guang Xu, Yang Yang, Jinhui Xu

Networks, 2007

Constant Approximation Algorithms for Rectangle Stabbing and Related Problems.

Guang Xu, Jinhui Xu

Theory Comput. Syst., 2007

On extracting consistent graphs in wireless sensor networks.

Murtuza Jadliwala, Qi Duan, Jinhui Xu, Shambhu J. Upadhyaya

Int. J. Sens. Networks, 2007

Ensemble Clustering using Semidefinite Programming.

Vikas Singh, Lopamudra Mukherjee, Jiming Peng, Jinhui Xu

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Planning image-guided endovascular interventions: guidewire simulation using shortest path algorithms.

Sebastian Schafer, Vikas Singh, Kenneth R. Hoffmann, Peter B. Noël, Jinhui Xu

Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

A Constant Approximation Algorithm for Interference Aware Broadcast in Wireless Networks.

Zhenming Chen, Chunming Qiao, Jinhui Xu, Taekkyeun Lee

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Limited view CT reconstruction via constrained metric labeling.

Vikas Singh, Petru M. Dinu, Lopamudra Mukherjee, Jinhui Xu, Kenneth R. Hoffmann

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Generalized Median Graphs: Theory and Applications.

Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Jinhui Xu, Michael J. Zeitz, Ronald Berezney

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Non-breaking Similarity of Genomes with Gene Repetitions.

Zhixiang Chen, Bin Fu, Jinhui Xu, Bo-Ting Yang, Zhiyu Zhao, Binhai Zhu

Proceedings of the Combinatorial Pattern Matching, 18th Annual Symposium, 2007

Minimum Spanning Tree with Neighborhoods.

Yang Yang, Mingen Lin, Jinhui Xu, Yulai Xie

Proceedings of the Algorithmic Aspects in Information and Management, 2007

2006

Graph bandwidth of weighted caterpillars.

Mingen Lin, Zhiyong Lin, Jinhui Xu

Theor. Comput. Sci., 2006

Robustness of <i>k</i>-gon Voronoi diagram construction.

Zhenming Chen, Evanthia Papadopoulou, Jinhui Xu

Inf. Process. Lett., 2006

Solving the brachytherapy seed localization problem using geometric and linear programming techniques.

Vikas Singh, Lopamudra Mukherjee, Jinhui Xu, Kenneth R. Hoffmann

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A linear programming based algorithm for determining corresponding point tuples in multiple vascular images.

Vikas Singh, Jinhui Xu, Kenneth R. Hoffmann, Peter B. Noël, Alan M. Walczak

Proceedings of the Medical Imaging 2006: Image Processing, 2006

On Mobility Analysis of Functional Sites from Time Lapse Microscopic Image Sequences of Living Cell Nucleus.

Lopamudra Mukherjee, Vikas Singh, Jinhui Xu, Kishore S. Malyavantham, Ronald Berezney

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Efficient algorithm for approximating maximum inscribed sphere in high dimensional polytope.

Yulai Xie, Jack Snoeyink, Jinhui Xu

Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

2005

Efficient Algorithms for Determining 3-D Bi-Plane Imaging Geometry.

Jinhui Xu, Guang Xu, Zhenming Chen, Vikas Singh, Kenneth R. Hoffmann

J. Comb. Optim., 2005

Efficient Job Scheduling Algorithms with Multi-Type Contentions.

Zhenming Chen, Vikas Singh, Jinhui Xu

J. Comb. Optim., 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, Jinhui Xu

J. Comb. Optim., 2005

An LP rounding algorithm for approximating uncapacitated facility location problem with penalties.

Guang Xu, Jinhui Xu

Inf. Process. Lett., 2005

A new algorithm for determining 3D biplane imaging geometry: theory and implementation.

Vikas Singh, Jinhui Xu, Kenneth R. Hoffmann, Guang Xu, Zhenming Chen, Anant Gopal

Proceedings of the Medical Imaging 2005: Image Processing, 2005

Motion Tracking and Intensity Surface Recovery in Microscopic Nuclear Images.

Lopamudra Mukherjee, Mingen Lin, Jinhui Xu, Ronald Berezney

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Efficient geometric techniques for reconstructing 3D vessel trees from biplane image.

Vikas Singh, Lopamudra Mukherjee, Jinhui Xu, Kenneth R. Hoffmann, Guang Xu, Zhenming Chen

Proceedings of the 21st ACM Symposium on Computational Geometry, 2005

2004

Efficient burst scheduling algorithms in optical burst-switched networks using geometric techniques.

Jinhui Xu, Chunming Qiao, J. Li, Guang Xu

IEEE J. Sel. Areas Commun., 2004

Traveling salesman problem of segments.

Jinhui Xu, Zhiyong Lin, Yang Yang, Ronald Berezney

Int. J. Comput. Geom. Appl., 2004

Geometric permutations of higher dimensional spheres.

Yingping Huang, Jinhui Xu, Danny Z. Chen

Comput. Geom., 2004

Efficient algorithms for motion and deformation recovery with biological applications.

Lopamudra Mukherjee, Jinhui Xu, Artem Pliss, Ronald Berezney

Proceedings of the IEEE International Conference on Systems, 2004

Surface approximation based image simplification and applications.

Mingen Lin, Jinhui Xu, Sambit Bhattacharya, Ronald Berezney

Proceedings of the IEEE International Conference on Systems, 2004

An Efficient Algorithm for Determining 3-D Bi-plane Imaging Geometry.

Jinhui Xu, Guang Xu, Zhenming Chen, Kenneth R. Hoffmann

Proceedings of the Computational Science and Its Applications, 2004

Efficient techniques for background estimation and vessel detection in coronary images.

Vikas Singh, Kenneth R. Hoffmann, Jinhui Xu

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003

Computing Optimal Beams in Two and Three Dimensions.

Danny Z. Chen, Xiaobo Hu, Jinhui Xu

J. Comb. Optim., 2003

Finding an optimal path without growing the tree.

Danny Z. Chen, Ovidiu Daescu, Xiaobo Hu, Jinhui Xu

J. Algorithms, 2003

Topological Peeling and Applications.

Danny Z. Chen, Shuang Luan, Jinhui Xu

Int. J. Comput. Geom. Appl., 2003

Efficient Channel Scheduling Algorithms in Optical Burst Switching Networks.

Jinhui Xu, Chunming Qiao, Jikai Li, Guang Xu

Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Traveling Salesman Problem of Segments.

Jinhui Xu, Yang Yang, Zhiyong Lin

Proceedings of the Computing and Combinatorics, 9th Annual International Conference, 2003

A Variable Consistent Server Replication Model for Mobile Database.

Jinhui Xu, Ming Xu

Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003

2002

Two-variable linear programming in parallel.

Danny Z. Chen, Jinhui Xu

Comput. Geom., 2002

An Experimental Study and Comparison of Topological Peeling and Topological Walk.

Danny Z. Chen, Shuang Luan, Jinhui Xu

Proceedings of the Computing and Combinatorics, 8th Annual International Conference, 2002

2001

Determining an Optimal Penetration Among Weighted Regions in Two and Three Dimensions.

Danny Z. Chen, Ovidiu Daescu, Xiaobo Hu, Xiaodong Wu, Jinhui Xu

J. Comb. Optim., 2001

An efficient direct approach for computing shortest rectilinear paths among obstacles in a two-layer interconnection model.

Danny Z. Chen, Jinhui Xu

Comput. Geom., 2001

Geometric permutations of high dimensional spheres.

Yingping Huang, Jinhui Xu, Danny Z. Chen

Proceedings of the Twelfth Annual Symposium on Discrete Algorithms, 2001

Topological Peeling and Implementation.

Danny Z. Chen, Shuang Luan, Jinhui Xu

Proceedings of the Algorithms and Computation, 12th International Symposium, 2001

Algorithms for congruent sphere packing and applications.

Danny Z. Chen, Xiaobo Hu, Yingping Huang, Yifan Li, Jinhui Xu

Proceedings of the Seventeenth Annual Symposium on Computational Geometry, 2001

2000

Shortest path queries in planar graphs.

Danny Z. Chen, Jinhui Xu

Proceedings of the Thirty-Second Annual ACM Symposium on Theory of Computing, 2000

Optimizing the sum of linear fractional functions and applications.

Danny Z. Chen, Ovidiu Daescu, Yang Dai, Naoki Katoh, Xiaodong Wu, Jinhui Xu

Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2000

Optimal Beam Penetrations in Two and Three Dimensions.

Danny Z. Chen, Xiaobo Hu, Jinhui Xu

Proceedings of the Algorithms and Computation, 11th International Conference, 2000