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Author Details
Full Name
Hongkai Xiong
Affiliation
Shanghai Jiao Tong University
ORCID
Career Start Year
2008
Papers
39
H Index
8
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37903055
3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning.
IEEE Trans Pattern Anal Mach Intell
2024
35180095
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos.
IEEE J Biomed Health Inform
2023
35503824
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
IEEE Trans Pattern Anal Mach Intell
2023
35604978
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning.
IEEE Trans Pattern Anal Mach Intell
2023
37018583
BNET: Batch Normalization With Enhanced Linear Transformation.
IEEE Trans Pattern Anal Mach Intell
2023
37339039
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.
IEEE Trans Pattern Anal Mach Intell
2023
34018928
K-Shot Contrastive Learning of Visual Features With Multiple Instance Augmentations.
IEEE Trans Pattern Anal Mach Intell
2022
35679381
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification.
IEEE Trans Neural Netw Learn Syst
2022
35704580
All-optical graph representation learning using integrated diffractive photonic computing units.
Sci Adv
2022
36158636
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.
IEEE Trans Knowl Data Eng
2022
33788695
iPool-Information-Based Pooling in Hierarchical Graph Neural Networks.
IEEE Trans Neural Netw Learn Syst
2022
33830929
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization.
IEEE Trans Neural Netw Learn Syst
2022
31199281
Group Reidentification with Multigrained Matching and Integration.
IEEE Trans Cybern
2021
33565422
Deep learning with convex probe endobronchial ultrasound multimodal imaging: A validated tool for automated intrathoracic lymph nodes diagnosis.
Endosc Ultrasound
2021
33591909
Partially-Connected Neural Architecture Search for Reduced Computational Redundancy.
IEEE Trans Pattern Anal Mach Intell
2021
34136402
Automatic Image Selection Model Based on Machine Learning for Endobronchial Ultrasound Strain Elastography Videos.
Front Oncol
2021
31144634
Robust Subspace Clustering with Compressed Data.
IEEE Trans Image Process
2019
31670666
PML-LocNet: Improving Object Localization with Prior-induced Multi-view Learning Network.
IEEE Trans Image Process
2019
30010609
Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks.
IEEE Trans Cybern
2019
27436838
Application of Quantitative Autofluorescence Bronchoscopy Image Analysis Method in Identifying Bronchopulmonary Cancer.
Technol Cancer Res Treat
2017
28324873
Endobronchial Ultrasound Elastography for Evaluation of Intrathoracic Lymph Nodes: A Pilot Study.
Respiration
2017
28422683
Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.
IEEE Trans Image Process
2017
28910765
Multiple Semantic Matching on Augmented $N$ -Partite Graph for Object Co-Segmentation.
IEEE Trans Image Process
2017
26685247
Fused One-vs-All Features With Semantic Alignments for Fine-Grained Visual Categorization.
IEEE Trans Image Process
2016
26554428
VERTIcal Grid lOgistic regression (VERTIGO).
J Am Med Inform Assoc
2016
26446135
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS.
Bioinformatics
2016
27623585
Multitask Learning of Compact Semantic Codebooks for Context-Aware Scene Modeling.
IEEE Trans Image Process
2016
27709786
RGB and HSV quantitative analysis of autofluorescence bronchoscopy used for characterization and identification of bronchopulmonary cancer.
Cancer Med
2016
27479966
Sparse Representation With Spatio-Temporal Online Dictionary Learning for Promising Video Coding.
IEEE Trans Image Process
2016
26733391
FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption.
BMC Med Inform Decis Mak
2015
24368726
HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads.
J Am Med Inform Assoc
2014
26270907
Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding.
IEEE Trans Image Process
2014
25404270
[Quantization Methodology of Autofluorescence Bronchoscopy Image â¿©in the YUV System].
Zhongguo Fei Ai Za Zhi
2014
24808345
Data-driven hierarchical structure kernel for multiscale part-based object recognition.
IEEE Trans Image Process
2014
24282536
DNA-COMPACT: DNA COMpression based on a pattern-aware contextual modeling technique.
PLoS One
2013
26501129
An Adaptive Difference Distribution-based Coding with Hierarchical Tree Structure for DNA Sequence Compression.
Proc Data Compress Conf
2013
25505829
Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding.
IEEE Trans Circuits Syst Video Technol
2013
23666108
SEMI-SUPERVISED OBJECT RECOGNITION USING STRUCTURE KERNEL.
Proc Int Conf Image Proc
2012
18754994
A confident scale-space shape representation framework for cell migration detection.
J Microsc
2008
1 - 39 of 39
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row(s) 1 - 30 of 30
Collaborators
Wenrui Dai
University of Shanghai for Science and Technology
Co-authored papers
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Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers
11
Lucila Ohno-Machado
Co-authored papers
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Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
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Shuang Wang
Shanghai Putuo People's Hospital, Tongji University
Co-authored papers
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Yong Li
Shanghai Jiao Tong University
Co-authored papers
5
Junni Zou
Co-authored papers
3
Yuan F Zheng
Co-authored papers
3
Wenrui Dai
Co-authored papers
2
Yangmei Shen
Co-authored papers
2
Jihoon Kim
university of california san diego
Co-authored papers
2
Pinghao Li
Shanghai Jiaotong University
Co-authored papers
2
Botao Wang
Co-authored papers
2
Yuchen Zhang
University of California, Shanghai Jiao Tong University
Co-authored papers
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Kristin Lauter
Facebook AI Research
Co-authored papers
1
Stephen T C Wong
Houston Methodist Research Institute
Co-authored papers
1
Botao Wang
Shanghai Jiao Tong University
Co-authored papers
1
Yuzhe Tang
Syracuse University
Co-authored papers
1
Luca Bonomi
Vanderbilt University Medical Center
Co-authored papers
1
Miran Kim
Ulsan National Institute of Science and Technology
Co-authored papers
1
David Taubman
The University of New South Wales
Co-authored papers
1
Fan Ling
Co-authored papers
1
Chang Wen Chen
The State University of New York (SUNY)-Buffalo
Co-authored papers
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