宋和平｜江苏大学｜学者主页

2026

Edge priors guided deep unrolling network for single image super-resolution

Heping Song, Jie Han, Hui Ma, Hongjie Jia, Xiangjun Shen, Jianping Gou, Yuping Lai, Hongying Meng

Expert Systems With Applications，Vol. 308

DOI

2026

Robust deep dictionary learning via self-expression neighbor atom enhancement

Heping Song, Yusen Qian, Sumet Mehta, Jianping Gou, Hongying Meng, Xiangjun Shen

Expert Systems With Applications，Vol. 296

DOI

2026

Multi-scale sampling and windowed sparse self-attention reconstruction network for image compressive sensing

Heping Song, Lin-Lin Zhang, Jingyao Gong, Hongjie Jia, Xiangjun Shen, Jian-Ping Gou, Yuping Lai, Hong-Ying Meng

Image and Vision Computing

DOI

2026

Representation Sampling and Hybrid Transformer Network for Image Compressed Sensing

Heping Song, Jingyao Gong, Hongjie Jia, Xiangjun Shen, Jian-Ping Gou, Hong-Ying Meng, Le Wang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Robust low-rank representation with structured similarity learning for multi-label classification

Emmanuel Ntaye, Conghua Zhou, Zhifeng Liu, Heping Song, Fadilul-lah Yassaanah Issahaku, Xiang‐Jun Shen

Applied Intelligence

DOI

2025

Enhanced Face Clustering With Neighbor Structure Refinement

Hongjie Jia, Zhi Ying, Qirong Mao, Heping Song

IEEE Transactions on Computational Social Systems

DOI

2025

Neighbor-relation aware low-rank multi-view subspace clustering

Hongjie Jia, Tengteng Wang, Heping Song

Multimedia Systems

DOI

2025

Neighborhood relation-based knowledge distillation for image classification

Jianping Gou, Xiaomeng Xin, Baosheng Yu, Heping Song, Weiyong Zhang, Shaohua Wan

Neural Networks

DOI

2025

SVE-Former: A fast fourier transformer via singular vector embedding

Xiang-Jun Shen, W.-X. Tian, Yang Yang, Conghua Zhou, Heping Song, Ming Yang, Yong Li, Sirui Tian, Zheng-Jun Zha

Neural Networks

DOI

2024

2023年度人工智能领域国家自然科学基金项目申请与资助情况综述

谢国，王乐，宋和平，肖斌，廖清，王志衡，吴国政

《模式识别与人工智能》

2024

2018～2023年国家自然科学基金人工智能学科人才项目申请及资助综述

谢国，王增茂，王志衡，肖斌，廖清，宋和平，夏辉，吴国政

《中国科学:信息科学》

2024

Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing

Heping Song, Jingyao Gong, Hongying Meng, Yuping Lai

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Robust multi-label classification via data reconstruction by neighborhood samples augmentation

Zhifeng Liu, Sitao Xi, Timothy Apasiba Abeo, Xiang‐Jun Shen, Conghua Zhou, Heping Song, Peiwang Li

Multimedia Tools and Applications

DOI

2024

Cross-Domain Person Re-Identification Based on Feature Fusion Invariance

Yushi Zhang, Heping Song, Jiawei Wei

Applied Sciences

DOI

2024

A New Similarity-Based Relational Knowledge Distillation Method

Xiaomeng Xin, Heping Song, Jianping Gou

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Adaptive Density Subgraph Clustering

Hongjie Jia, Yuhao Wu, Qirong Mao, Yang Li, Heping Song

IEEE Transactions on Computational Social Systems

DOI

2024

Robust Ranking Kernel Support Vector Machine via Manifold Regularized Matrix Factorization for Multi-Label Classification

Heping Song, Yiming Zhou, Ebenezer Quayson, Qian Zhu, Xiang‐Jun Shen

Applied Sciences

DOI

2024

2018-2023年度NSFC人工智能学科人才项目申请及资助综述

Guo Xie, Zeng-Mao Wang, Zhiheng Wang, Bin Xiao, Qing Liao, Heping Song, Heping Song, Hui Xia, Guo-Zheng Wu

Scientia Sinica Informationis

DOI

2023

Image edge preservation via low-rank residuals for robust subspace learning

Stanley Ebhohimhen Abhadiomhen, Xiang‐Jun Shen, Heping Song, Sirui Tian

Multimedia Tools and Applications

DOI

2023

Back projection deep unrolling network for handwritten text image super resolution

Heping Song, Hui Ma, Yixiong Si, Jingyao Gong, Hongying Meng, Yuping Lai

Computers & Electrical Engineering

DOI

2023

SALSA-Net: Explainable Deep Unrolling Networks for Compressed Sensing

Heping Song, Qifeng Ding, Jingyao Gong, Hongying Meng, Yuping Lai

Sensors

DOI

2023

Large-scale non-negative subspace clustering based on Nyström approximation

Hongjie Jia, Qize Ren, Longxia Huang, Qirong Mao, Liangjun Wang, Heping Song

Information Sciences

DOI

2023

Global and local structure preserving nonnegative subspace clustering

Hongjie Jia, Dongxia Zhu, Longxia Huang, Qirong Mao, Liangjun Wang, Heping Song

Pattern Recognition

DOI

2022

Bayesian Estimation of Inverted Beta Mixture Models With Extended Stochastic Variational Inference for Positive Vector Classification

Yuping Lai, Wenbo Guan, Lijuan Luo, Yanhui Guo, Heping Song, Hongying Meng

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Sparse signal reconstruction via generalized two-stage thresholding

Heping Song, Zehong Ai, Yuping Lai, Hongying Meng, Qirong Mao

Science China Information Sciences

DOI

2021

An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition

Hongjie Jia, Liangjun Wang, Heping Song, Qirong Mao, Shifei Ding

Expert Systems With Applications，Vol. 186

DOI

2021

Extended variational inference for Dirichlet process mixture of Beta‐Liouville distributions for proportional data modeling

Yuping Lai, Wenbo Guan, Lijuan Luo, Qiang Ruan, Yuan Ping, Heping Song, Hongying Meng, Yu Pan

International Journal of Intelligent Systems

DOI

2021

Learning to disentangle emotion factors for facial expression recognition in the wild

Qing Zhu, Lijian Gao, Heping Song, Qirong Mao

International Journal of Intelligent Systems

DOI

2021

Sparse Analysis Recovery via Iterative Cosupport Detection Estimation

Heping Song, Xiaolong Ren, Yuping Lai, Hongying Meng

IEEE Access

DOI

2020

Monaural Speech Separation Joint With Speaker Recognition: A Modeling Approach Based On The Fusion Of Local And Global Information

Shuangqing Qian, Jing‐jing Chen, Heping Song, Qirong Mao

DOI

2020

Deep face clustering using residual graph convolutional network

Chao Qi, Jianming Zhang, Hongjie Jia, Qirong Mao, Liangjun Wang, Heping Song

Knowledge-Based Systems

DOI

2020

Cross lingual speech emotion recognition via triple attentive asymmetric convolutional neural network

Elias Nii Noi Ocquaye, Qirong Mao, Yanfei Xue, Heping Song

International Journal of Intelligent Systems

DOI

2020

Representation separation adversarial networks for cross-modal retrieval

Jiaxin Deng, Weihua Ou, Jianping Gou, Heping Song, Anzhi Wang, Xing Xu

Wireless Networks

DOI

2020

Double Competitive Constraints-Based Collaborative Representation for Pattern Classification

Jianping Gou, Hongwei Wu, Heping Song, Lan Du, Weihua Ou, Shaoning Zeng, Ke Jia

Computers & Electrical Engineering

DOI

2020

Robust deflated principal component analysis via multiple instance factorings for dimension reduction in remote sensing images

Ernest Domanaanmwi Ganaa, Timothy Apasiba Abeo, Liangjun Wang, Heping Song, Xiang‐Jun Shen

Journal of Applied Remote Sensing

DOI

2020

Large-Scale Spectral Clustering with Stochastic Nyström Approximation

Hongjie Jia, Liangjun Wang, Heping Song

IFIP advances in information and communication technology

DOI

2019

HMRF半监督近似核k-means算法

贾洪杰，王良君，宋和平

《计算机科学》

2019

Triple attention network for sentimental visual question answering

Nelson Ruwa, Qirong Mao, Heping Song, Hongjie Jia, Ming Dong

Computer Vision and Image Understanding

DOI

2019

Dual Exclusive Attentive Transfer for Unsupervised Deep Convolutional Domain Adaptation in Speech Emotion Recognition

Elias Nii Noi Ocquaye, Qirong Mao, Heping Song, Guopeng Xu, Yanfei Xue

IEEE Access

DOI

2019

Incomplete-Data Oriented Dimension Reduction via Instance Factoring PCA Framework

Ernest Domanaanmwi Ganaa, Timothy Apasiba Abeo, Sumet Mehta, Heping Song, Xiang‐Jun Shen

Lecture notes in computer science

DOI

2019

An Emotion-Embedded Visual Attention Model for Dimensional Emotion Context Learning

Yuhao Tang, Qirong Mao, Hongjie Jia, Heping Song, Yongzhao Zhan

IEEE Access

DOI

2019

Discriminative, Competitive, and Collaborative Representation‐Based Classification with l2‐Norm Regularizations

Jianping Gou, Junyu Lu, Heping Song, Hongxing Ma, Weihua Ou, Ke Jia

Complexity

DOI

2019

HMRF半监督近似核k-means算法 (HMRF Semi-supervised Approximate Kernel k-means Algorithm)

Hongjie Jia, Liangjun Wang, Heping Song

《计算机科学》

DOI

2018

Weighted Two-Phase Linear Reconstruction Measure-based Classification

Jianping Gou, Jun Peng Song, Heping Song, Liangjun Wang

IEEE Visual Communications and Image Processing (VCIP)

DOI

2018

A K-AP Clustering Algorithm Based on Manifold Similarity Measure

Hongjie Jia, Liangjun Wang, Heping Song, Qirong Mao, Shifei Ding

IFIP advances in information and communication technology

DOI

2018

Simulating Bokeh Effect with Kinect

Yang Yang, Huiwen Bian, Peng Yanhong, Xiang‐Jun Shen, Heping Song

Lecture notes in computer science

DOI

2018

Image Interpolation Scheme based on SVM and Improved PSO

X. Jia, B. Zhao, X. X. Liu, Heping Song

DOI

2018

Intelligent Information Processing IX

Hongjie Jia, Liangjun Wang, Heping Song, Qi-Rong Mao, Shifei Ding

IFIP Advances in Information and Communication Technology

DOI

2016

Building Locally Discriminative Classifier Ensemble Through Classifier Fusion Among Nearest Neighbors

Xiang‐Jun Shen, Wenchao Zhang, Wei Cai, Ben-Bright B. Benuw, Heping Song, Qian Zhu, Zheng-Jun Zha

Lecture notes in computer science

DOI

2014

Sparse Signal Recovery via Iterative Detection Estimation with Thresholding

Heping Song, Guo-li Wang

2012

High-order parameter approximation for von Mises–Fisher distributions

Heping Song, Jun Liu, Guoli Wang

Applied Mathematics and Computation

DOI

2012

Sparse Signal Recovery via ECME Thresholding Pursuits

Heping Song, Guoli Wang

Mathematical Problems in Engineering

DOI

2011

Greedy Sparse Recovery Algorithm for Target Localization with RF Sensor Networks

Heping Song, Guo-Li Wang

2011

Target localization via correlated link inference

Renbing Kuang, Heping Song, Guo-Li Wang

IEEE International Conference on Mechatronics and Automation

DOI

2011

Feedback Based Sparse Recovery for Motion Tracking in RF Sensor Networks

Heping Song, Tong Liu, Xiaomu Luo, Guoli Wang

2011 IEEE Sixth International Conference on Networking, Architecture, and Storage

DOI

2008

Semantic Discriminative Projections for Image Retrieval

Heping Song, Qun-Sheng Yang, Yinwei Zhan

Asia Information Retrieval Symposium

DOI

精选作品

期刊论文

Edge priors guided deep unrolling network for single image super-resolution

Robust deep dictionary learning via self-expression neighbor atom enhancement

Multi-scale sampling and windowed sparse self-attention reconstruction network for image compressive sensing

Representation Sampling and Hybrid Transformer Network for Image Compressed Sensing

Robust low-rank representation with structured similarity learning for multi-label classification

Enhanced Face Clustering With Neighbor Structure Refinement

Neighbor-relation aware low-rank multi-view subspace clustering

Neighborhood relation-based knowledge distillation for image classification

SVE-Former: A fast fourier transformer via singular vector embedding

2023年度人工智能领域国家自然科学基金项目申请与资助情况综述

2018～2023年国家自然科学基金人工智能学科人才项目申请及资助综述

Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing

Robust multi-label classification via data reconstruction by neighborhood samples augmentation

Cross-Domain Person Re-Identification Based on Feature Fusion Invariance

A New Similarity-Based Relational Knowledge Distillation Method

Adaptive Density Subgraph Clustering

Robust Ranking Kernel Support Vector Machine via Manifold Regularized Matrix Factorization for Multi-Label Classification

2018-2023年度NSFC人工智能学科人才项目申请及资助综述

Image edge preservation via low-rank residuals for robust subspace learning

Back projection deep unrolling network for handwritten text image super resolution

SALSA-Net: Explainable Deep Unrolling Networks for Compressed Sensing

Large-scale non-negative subspace clustering based on Nyström approximation

Global and local structure preserving nonnegative subspace clustering

Bayesian Estimation of Inverted Beta Mixture Models With Extended Stochastic Variational Inference for Positive Vector Classification

Sparse signal reconstruction via generalized two-stage thresholding

An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition

Extended variational inference for Dirichlet process mixture of Beta‐Liouville distributions for proportional data modeling

Learning to disentangle emotion factors for facial expression recognition in the wild

Sparse Analysis Recovery via Iterative Cosupport Detection Estimation

Monaural Speech Separation Joint With Speaker Recognition: A Modeling Approach Based On The Fusion Of Local And Global Information

Deep face clustering using residual graph convolutional network

Cross lingual speech emotion recognition via triple attentive asymmetric convolutional neural network

Representation separation adversarial networks for cross-modal retrieval

Double Competitive Constraints-Based Collaborative Representation for Pattern Classification

Robust deflated principal component analysis via multiple instance factorings for dimension reduction in remote sensing images

Large-Scale Spectral Clustering with Stochastic Nyström Approximation

HMRF半监督近似核k-means算法

Triple attention network for sentimental visual question answering

Dual Exclusive Attentive Transfer for Unsupervised Deep Convolutional Domain Adaptation in Speech Emotion Recognition

Incomplete-Data Oriented Dimension Reduction via Instance Factoring PCA Framework

An Emotion-Embedded Visual Attention Model for Dimensional Emotion Context Learning

Discriminative, Competitive, and Collaborative Representation‐Based Classification with l2‐Norm Regularizations

HMRF半监督近似核k-means算法 (HMRF Semi-supervised Approximate Kernel k-means Algorithm)

Weighted Two-Phase Linear Reconstruction Measure-based Classification

A K-AP Clustering Algorithm Based on Manifold Similarity Measure

Simulating Bokeh Effect with Kinect

Image Interpolation Scheme based on SVM and Improved PSO

Intelligent Information Processing IX

Building Locally Discriminative Classifier Ensemble Through Classifier Fusion Among Nearest Neighbors

Sparse Signal Recovery via Iterative Detection Estimation with Thresholding

High-order parameter approximation for von Mises–Fisher distributions

Sparse Signal Recovery via ECME Thresholding Pursuits

Greedy Sparse Recovery Algorithm for Target Localization with RF Sensor Networks

Target localization via correlated link inference

Feedback Based Sparse Recovery for Motion Tracking in RF Sensor Networks

Semantic Discriminative Projections for Image Retrieval

预印本

Dynamic View-Adaptive Robust Representation Learning with Uncertainty-Aware Fusion

研究方向