Xiaohui Xie

According to our database1, Xiaohui Xie
  • authored at least 75 papers between 1999 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification.
CoRR, 2018

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification.
CoRR, 2018

Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering.
CoRR, 2018

SHMO: A seniors health monitoring system based on energy-free sensing.
Computer Networks, 2018

Why People Search for Images using Web Search Engines.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

2017
Time-Aware Click Model.
ACM Trans. Inf. Syst., 2017

An energy-efficient data transmission protocol for mobile crowd sensing.
Peer-to-Peer Networking and Applications, 2017

Why People Search for Images using Web Search Engines.
CoRR, 2017

Adversarial Deep Structured Nets for Mass Segmentation from Mammograms.
CoRR, 2017

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification.
CoRR, 2017

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification.
CoRR, 2017

HLA class I binding prediction via convolutional neural networks.
CoRR, 2017

HLA class I binding prediction via convolutional neural networks.
Bioinformatics, 2017

Investigating Examination Behavior of Image Search Users.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Robust passive static human detection with commodity WiFi devices.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

AmpN: Real-time LOS/NLOS identification with WiFi.
Proceedings of the IEEE International Conference on Communications, 2017

A Study of User Image Search Behavior Based on Log Analysis.
Proceedings of the Information Retrieval - 23rd China conference, 2017

Understanding Sequence Conservation With Deep Learning.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Utility-aware data transmission scheme for delay tolerant networks.
Peer-to-Peer Networking and Applications, 2016

Adversarial Deep Structural Networks for Mammographic Mass Segmentation.
CoRR, 2016

Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks.
CoRR, 2016

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification.
CoRR, 2016

Gene expression inference with deep learning.
Bioinformatics, 2016

TA3C: Teaching-Oriented Adaptive Wi-Fi Authorized Access Control Based on CSI.
Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks, 2016

Hobbes3: Dynamic generation of variable-length signatures for efficient approximate subsequence mappings.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Handwritten Hangul recognition using deep convolutional neural networks.
IJDAR, 2015

MixClone: a mixture model for inferring tumor subclonal populations.
BMC Genomics, 2015

DANN: a deep learning approach for annotating the pathogenicity of genetic variants.
Bioinformatics, 2015

Deconvolving tumor purity and ploidy by integrating copy number alterations and loss of heterozygosity.
Bioinformatics, 2015

Invisible Cloak Fails: CSI-based Passive Human Detection.
Proceedings of the 1st Workshop on Context Sensing and Activity Recognition, 2015

R-PMD: robust passive motion detection using PHY information with MIMO.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

2014
Inference of the Xenopus tropicalis embryonic regulatory network and spatial gene expression patterns.
BMC Systems Biology, 2014

Improving read mapping using additional prefix grams.
BMC Bioinformatics, 2014

EXTREME: an online EM algorithm for motif discovery.
Bioinformatics, 2014

Deconvolving tumor purity and ploidy by integrating copy number alterations and loss of heterozygosity.
Bioinformatics, 2014

2013
A Gradient Boosting Algorithm for Survival Analysis via Direct Optimization of Concordance Index.
Comp. Math. Methods in Medicine, 2013

A mixture model for expression deconvolution from RNA-seq in heterogeneous tissues.
BMC Bioinformatics, 2013

Discovering and mapping chromatin states using a tree hidden Markov model.
BMC Bioinformatics, 2013

Multi-modal image registration based on diffeomorphic demons algorithm.
Proceedings of the Fifth International Conference on Digital Image Processing, 2013

Efficient direct search on compressed genomic data.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012
Learning sparse gradients for variable selection and dimension reduction.
Machine Learning, 2012

2011
Efficient variable selection in support vector machines via the alternating direction method of multipliers.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

AREM: Aligning Short Reads from ChIP-Sequencing by Expectation Maximization.
Journal of Computational Biology, 2011

Split Bregman method for large scale fused Lasso.
Computational Statistics & Data Analysis, 2011

Efficient Latent Variable Graphical Model Selection via Split Bregman Method
CoRR, 2011

SNP-based pathway enrichment analysis for genome-wide association studies.
BMC Bioinformatics, 2011

MotifMap: integrative genome-wide maps of regulatory motif sites for model species.
BMC Bioinformatics, 2011

AREM: Aligning Short Reads from ChIP-Sequencing by Expectation Maximization.
Proceedings of the Research in Computational Molecular Biology, 2011

Instant video summarization during shooting with mobile phone.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010
Identifying gene regulatory networks in schizophrenia.
NeuroImage, 2010

Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration
CoRR, 2010

Split Bregman method for large scale fused Lasso
CoRR, 2010

Variable Selection and Dimension Reduction via Sparse Gradients
CoRR, 2010

Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent.
BMC Systems Biology, 2010

Data structures and compression algorithms for high-throughput sequencing technologies.
BMC Bioinformatics, 2010

Interactive and fuzzy search: a dynamic way to explore MEDLINE.
Bioinformatics, 2010

2009
Design and kinematics simulation of a high-speed sewing machine.
IJMIC, 2009

Design and simulation of a nano-scale micro positioning stage.
IJMIC, 2009

MotifMap: a human genome-wide map of candidate regulatory motif sites.
Bioinformatics, 2009

Identifying novel constrained elements by exploiting biased substitution patterns.
Bioinformatics, 2009

Human genomes as email attachments.
Bioinformatics, 2009

2007
A Shape Detection Method Based on the Radial Symmetry Nature and Direction-Discriminated Voting.
Proceedings of the International Conference on Image Processing, 2007

2006
Ridge-Based Fingerprint Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2006

2005
Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks.
Neural Computation, 2005

2004
A Robust Fingerprint Minutiae Matching Algorithm Based on the Support Model.
Proceedings of the Biometric Authentication, First International Conference, 2004

2003
Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network.
Neural Computation, 2003

Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition.
Neural Computation, 2002

Exact solution of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity.
Neurocomputing, 2002

2001
Generating velocity tuning by asymmetric recurrent connections.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

A theory of neural integration in the head-direction system.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Learning Winner-take-all Competition Between Groups of Neurons in Lateral Inhibitory Networks.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999
Spike-based Learning Rules and Stabilization of Persistent Neural Activity.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999


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