Heng Huang

发表

Faster Stochastic Quasi-Newton Methods

Cheng Deng, Qingsong Zhang, Feihu Huang, 2020 .

Local-Density Subspace Distributed Clustering for High-Dimensional Data

Heng Huang, Chong-Yung Chi, Yangli-ao Geng, 2020, IEEE Transactions on Parallel and Distributed Systems.

Locally-Transferred Fisher Vectors for Texture Classification

Qing Li, Weidong Cai, Heng Huang, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Bootstrapped Sparse Canonical Correlation Analysis

Shannon L. Risacher, Andrew J. Saykin, Jingwen Yan, 2018 .

Deep Relational Factorization Machines

Heng Huang, Gang Wu, Viswanathan Swaminathan, 2019 .

Identifying Configurational Abnormalities in Alzheimer’S Disease Progression Using Multi-View Structure Connectome

Alex D. Leow, Dajiang Zhu, Lei Guo, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Straggler-Agnostic and Communication-Efficient Distributed Primal-Dual Algorithm for High-Dimensional Data Mining pdf

Heng Huang, Zhouyuan Huo, 2019, ArXiv.

Safe Sample Screening for Robust Support Vector Machine

Xiang Li, Heng Huang, Bin Gu, 2019, AAAI.

Medical image segmentation based on multi-modal convolutional neural network: Study on image fusion schemes

Zhe Guo, Xiang Li, Heng Huang, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Deep Large-Scale Multi-task Learning Network for Gene Expression Inference

Wei Chen, Heng Huang, Kamran Ghasedi Dizaji, 2020, RECOMB.

Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training pdf

Heng Huang, Zhouyuan Huo, An Xu, 2020, ArXiv.

Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network

Jinglei Lv, Heng Huang, Dinggang Shen, 2020, IEEE Transactions on Biomedical Engineering.

Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling

Yue Wang, Mei Chen, David Dagan Feng, 2017, Neurocomputing.

Region and Object based Panoptic Image Synthesis through Conditional GANs pdf

Mei Chen, Yang Song, Weidong Cai, 2019, ArXiv.

Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization

Heng Huang, Wanli Shi, Bin Gu, 2019, AAAI.

Faster On-Device Training Using New Federated Momentum Algorithm pdf

Lawrence Carin, Qian Yang, Heng Huang, 2020, ArXiv.

Large Batch Training Does Not Need Warmup pdf

Heng Huang, Zhouyuan Huo, Bin Gu, 2020, ArXiv.

Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms pdf

Chris H. Q. Ding, Dijun Luo, Heng Huang, 2009, PAKDD.

Diversely Stale Parameters for Efficient Training of Deep Convolutional Networks

Heng Huang, Zhouyuan Huo, An Xu, 2019 .

Exploit Where Optimizer Explores via Residuals pdf

Heng Huang, Zhouyuan Huo, An Xu, 2020, ArXiv.

Unsupervised Deep Generative Adversarial Hashing Network

Cheng Deng, Feng Zheng, Heng Huang, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Three-dimensional Models for Cardiac Bioelectricity Simulation: Cell to Organ

Heng Huang, Li Shen, Nha Nguyen, 2007, Simul..

Mask-Driven Mitosis Detection In Histopathology Images

Mei Chen, Veena Dodballapur, Weidong Cai, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images pdf

Yang Song, Weidong Cai, Heng Huang, 2020, ArXiv.

Robust Cumulative Crowdsourcing Framework Using New Incentive Payment Function and Joint Aggregation Model

Cheng Deng, Heng Huang, Hongchang Gao, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis pdf

Xiaojing Ye, Heng Huang, Shipeng Yu, 2011, CIKM '11.

Deep Learning-Based Image Segmentation on Multimodal Medical Imaging

Xiang Li, Quanzheng Li, Heng Huang, 2019, IEEE Transactions on Radiation and Plasma Medical Sciences.

Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization pdf

Heng Huang, Zhouyuan Huo, Bin Gu, 2016, AAAI.

Curvilinear Distance Metric Learning

Chen Gong, Jun Li, Lei Luo, 2019, NeurIPS.

Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization

Cheng Deng, Weidong Cai, Heng Huang, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization

Heng Huang, Zhouyuan Huo, Bin Gu, 2017, AAAI.

BREM-SC: a bayesian random effects mixture model for joint clustering single cell multi-omics data

Wei Chen, Heng Huang, Ying Ding, 2020, bioRxiv.

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing

Mei Chen, Siqi Liu, Heng Huang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Deep Neural Networks for In Situ Hybridization Grid Completion and Clustering

Heng Huang, Tianming Liu, Tianming Liu, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Virtual molecular projections and convolutional neural networks for end-to-end modeling of nanoparticle activities and properties.

Heng Huang, Daniel P. Russo, Bing Yan, 2020, Analytical chemistry.