Sheng-hua Zhong

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 72

Top Topics

Abnormal Event Detection

Sentiment Analysis

Video Summarization

Top Venues

Multim. Tools Appl.

Expert Syst. Appl.

Publications

Yuncong Li, Tianhua Xu, Sheng-hua Zhong, Haiqin Yang
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models. CoRR (2024)
Zhi Zhang, Sheng-hua Zhong, Yan Liu
TorchEEGEMO: A deep learning toolbox towards EEG-based emotion recognition. Expert Syst. Appl. 249 (2024)
Yabo Liu, Jinghua Wang, Sheng-hua Zhong, Lianyang Ma, Yong Xu
Fine-Grained Representation Alignment for Zero-Shot Domain Adaptation. IEEE Trans. Multim. 26 (2024)
Tianhua Xu, Sheng-hua Zhong, Zhijiao Xiao
Protecting Intellectual Property of EEG-based Model with Watermarking. ICME (2023)
Zhi Zhang, Yan Liu, Sheng-hua Zhong
GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Bruce X. B. Yu, Yan Liu, Xiang Zhang, Sheng-hua Zhong, Keith C. C. Chan
MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Wenjie Rao, Sheng-hua Zhong
EEG Model Compression by Network Pruning for Emotion Recognition. IJCNN (2023)
Bruce X. B. Yu, Zhi Zhang, Yongxu Liu, Sheng-hua Zhong, Yan Liu, Chang Wen Chen
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video. CoRR (2023)
Yuncong Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Jing Cai, Leeven Luo, Sheng-hua Zhong
Modeling User Repeat Consumption Behavior for Online Novel Recommendation. RecSys (2022)
Jingxu Lin, Sheng-hua Zhong, Ahmed Fares
Deep hierarchical LSTM networks with attention for video summarization. Comput. Electr. Eng. 97 (2022)
Yuncong Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Jing Cai, Leeven Luo, Sheng-hua Zhong
Modeling User Repeat Consumption Behavior for Online Novel Recommendation. CoRR (2022)
Zhi Zhang, Sheng-hua Zhong, Ahmed Fares, Yan Liu
Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection. Comput. Vis. Image Underst. 219 (2022)
Zhi Zhang, Sheng-hua Zhong, Yan Liu
Video Abnormal Event Detection Via Context Cueing Generative Adversarial Network. ICME (2021)
Beichuan Zhang, Zhijiao Xiao, Sheng-hua Zhong
Recurrent Neural Graph Collaborative Filtering. SEKE (2021)
Zhi Zhang, Sheng-hua Zhong, Yan Liu
GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition. CoRR (2021)
Fang Wang, Yuncong Li, Sheng-hua Zhong, Cunxiang Yin, Yancheng He
Aspect-Sentiment-Multiple-Opinion Triplet Extraction. CoRR (2021)
Fang Wang, Yuncong Li, Sheng-hua Zhong, Cunxiang Yin, Yancheng He
Aspect-Sentiment-Multiple-Opinion Triplet Extraction. NLPCC (1) (2021)
Zhi Zhang, Mingjie Zheng, Sheng-hua Zhong, Yan Liu
Steganographer detection via a similarity accumulation graph convolutional network. Neural Networks 136 (2021)
Beichuan Zhang, Zhijiao Xiao, Sheng-hua Zhong
Deep Self-Attention for Sequential Recommendation (S). SEKE (2021)
Fang Wang, Yuncong Li, Wenjun Zhang, Sheng-hua Zhong
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task. CoRR (2021)
Ahmed Fares, Sheng-hua Zhong, Jianmin Jiang
Brain-media: A Dual Conditioned and Lateralization Supported GAN (DCLS-GAN) towards Visualization of Image-evoked Brain Activities. ACM Multimedia (2020)
Jiaxin Wu, Sheng-hua Zhong, Yan Liu
Dynamic graph convolutional network for multi-video summarization. Pattern Recognit. 107 (2020)
Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Xu Pan
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis. CoRR (2020)
Zhejing Hu, Yan Liu, Gong Chen, Sheng-hua Zhong, Aiwei Zhang
Make Your Favorite Music Curative: Music Style Transfer for Anxiety Reduction. ACM Multimedia (2020)
Songtao Wu, Sheng-hua Zhong, Yan Liu
A Novel Convolutional Neural Network for Image Steganalysis With Shared Normalization. IEEE Trans. Multim. 22 (1) (2020)
Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Huiqiang Zhong, Jinchang Luo, Siqi Xu, Xiaohui Wu
Better Queries for Aspect-Category Sentiment Classification. CNCL (2020)
Yaoqing Li, Sheng-hua Zhong, Tongwei Ren, Yan Liu
Fusing CAMs-weighted features and temporal information for robust loop closure detection. MMAsia (2020)
Yuncong Li, Cunxiang Yin, Sheng-hua Zhong
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks. CoRR (2020)
Sheng-hua Zhong, Xingsheng Huang, Zhijiao Xiao
Fine-art painting classification via two-channel dual path networks. Int. J. Mach. Learn. Cybern. 11 (1) (2020)
Zhi Zhang, Mingjie Zheng, Sheng-hua Zhong, Yan Liu
Steganographer Detection Via Enhancement-Aware Graph Convolutional Network. ICME (2020)
Jingxu Lin, Sheng-hua Zhong
Bi-Directional Self-Attention with Relative Positional Encoding for Video Summarization. ICTAI (2020)
Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Xu Pan
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis. EMNLP (1) (2020)
Yuncong Li, Cunxiang Yin, Sheng-hua Zhong
Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks. NLPCC (1) (2020)
Songtao Wu, Sheng-hua Zhong, Yan Liu, Mengyuan Liu
CIS-Net: A Novel CNN Model for Spatial Image Steganalysis via Cover Image Suppression. CoRR (2019)
Sheng-hua Zhong, Jiaxin Wu, Jianmin Jiang
Video summarization via spatio-temporal deep architecture. Neurocomputing 332 (2019)
Yuantian Wang, Lei Huang, Tongwei Ren, Sheng-hua Zhong, Han Gu, Yan Liu
Insights of object proposal evaluation. Multim. Tools Appl. 78 (10) (2019)
Sheng-hua Zhong, Ahmed Fares, Jianmin Jiang
An Attentional-LSTM for Improved Classification of Brain Activities Evoked by Images. ACM Multimedia (2019)
Zheng Ma, Jiaxin Wu, Sheng-hua Zhong, Stephen J. Heinen
Object-based and multi-frame motion information predict human eye movement patterns during video viewing. HVEI (2019)
Zheng Ma, Jiaxin Wu, Sheng-hua Zhong, Jianmin Jiang, Stephen J. Heinen
Human Eye Movements Reveal Video Frame Importance. Computer 52 (5) (2019)
Yingying Zhu, Min Tong, Zhengbo Jiang, Sheng-hua Zhong, Qi Tian
Hybrid feature-based analysis of video's affective content using protagonist detection. Expert Syst. Appl. 128 (2019)
Xianqiang Liu, Xiaoyan Zhang, Sheng-hua Zhong
Motion Capture based Dynamic Assessment of Hip Joint Cartilage Contact Pressure during Daily Activities. ICBBT (2019)
Mingjie Zheng, Jianmin Jiang, Songtao Wu, Sheng-hua Zhong, Yan Liu
Content-adaptive selective steganographer detection via embedding probability estimation deep networks. Neurocomputing 365 (2019)
Ahmed Fares, Sheng-hua Zhong, Jianmin Jiang
EEG-based image classification via a region-level stacked bi-directional deep learning framework. BMC Medical Informatics Decis. Mak. (6) (2019)
Ahmed Fares, Sheng-hua Zhong, Jianmin Jiang
Region level Bi-directional Deep Learning Framework for EEG-based Image Classification. BIBM (2018)
Mingjie Zheng, Sheng-hua Zhong, Songtao Wu, Jianmin Jiang
Steganographer Detection based on Multiclass Dilated Residual Networks. ICMR (2018)
Fang Wang, Sheng-hua Zhong, Jianfeng Peng, Jianmin Jiang, Yan Liu
Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks. MMM (2) (2018)
Peiqi Liu, Sheng-hua Zhong, Zhong Ming, Yan Liu
Information-Oriented Evaluation Metric for Dialogue Response Generation Systems. ICTAI (2018)
Yuantian Wang, Tongwei Ren, Sheng-hua Zhong, Yan Liu, Gangshan Wu
Adaptive saliency cuts. Multim. Tools Appl. 77 (17) (2018)
Gong Chen, Yan Liu, Sheng-hua Zhong, Xiang Zhang
Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition. ACM Multimedia (2018)
Songtao Wu, Sheng-hua Zhong, Yan Liu
Deep residual learning for image steganalysis. Multim. Tools Appl. 77 (9) (2018)
Dongdong Gui, Sheng-hua Zhong, Zhong Ming
Implicit Affective Video Tagging Using Pupillary Response. MMM (2) (2018)
Xianqiang Liu, Xiaoyan Zhang, Sheng-hua Zhong, Jianmin Jiang
Dynamic Assessment of Contact Pressure Changes in the Hip Joint Cartilage During Daily Activities. ICSAI (2018)
Jiaxin Wu, Sheng-hua Zhong, Zheng Ma, Stephen J. Heinen, Jianmin Jiang
Foveated convolutional neural networks for video summarization. Multim. Tools Appl. 77 (22) (2018)
Jiaxin Wu, Sheng-hua Zhong, Zheng Ma, Stephen J. Heinen, Jianmin Jiang
Gaze Aware Deep Learning Model for Video Summarization. PCM (2) (2018)
Sheng-hua Zhong, Yanhong Li, Yan Liu, Zhiqiang Wang
A computational investigation of learning behaviors in MOOCs. Comput. Appl. Eng. Educ. 25 (5) (2017)
Yuantian Wang, Lei Huang, Tongwei Ren, Sheng-hua Zhong, Yan Liu, Gangshan Wu
Object Proposal via Depth Connectivity Constrained Grouping. PCM (2) (2017)
Yan Liu, Yang Liu, Sheng-hua Zhong, Songtao Wu
Implicit Visual Learning: Image Recognition via Dissipative Learning Model. ACM Trans. Intell. Syst. Technol. 8 (2) (2017)
Xingsheng Huang, Sheng-hua Zhong, Zhijiao Xiao
Fine-Art Painting Classification via Two-Channel Deep Residual Network. PCM (2) (2017)
Songtao Wu, Sheng-hua Zhong, Yan Liu
A Novel Convolutional Neural Network for Image Steganalysis with Shared Normalization. CoRR (2017)
Jiaxin Wu, Sheng-hua Zhong, Jianmin Jiang, Yunyun Yang
A novel clustering method for static video summarization. Multim. Tools Appl. 76 (7) (2017)
Mingjie Zheng, Sheng-hua Zhong, Songtao Wu, Jianmin Jiang
Steganographer detection via deep residual network. ICME (2017)
Jing Liu, Tongwei Ren, Yuantian Wang, Sheng-hua Zhong, Jia Bei, Shengchao Chen
Object proposal on RGB-D images via elastic edge boxes. Neurocomputing 236 (2017)
Yunyun Yang, Xiu Shu, Sheng-hua Zhong
Active contour model combining local and global information dynamically with application to segment brain MR images. ICBEA (2017)
Rong-qin Xu, Sheng-hua Zhong, Gaoyang Tang, Jiaxin Wu, Yingying Zhu
Adaptive Dehaze Method for Aerial Image Processing. PSIVT (2017)
Songtao Wu, Sheng-hua Zhong, Yan Liu
Residual convolution network based steganalysis with adaptive content suppression. ICME (2017)
Gong Chen, Yan Liu, Jiannong Cao, Sheng-hua Zhong, Yang Liu, Yuexian Hou, Peng Zhang
Learning Music Emotions via Quantum Convolutional Neural Network. BI (2017)
Sheng-hua Zhong, Yan Liu, Kien A. Hua
Field Effect Deep Networks for Image Recognition with Incomplete Data. ACM Trans. Multim. Comput. Commun. Appl. 12 (4) (2016)
Songtao Wu, Sheng-hua Zhong, Yan Liu
Steganalysis via Deep Residual Network. ICPADS (2016)
Mei Su, Sheng-hua Zhong, Jianmin Jiang
Transfer Learning Based on A+ for Image Super-Resolution. KSEM (2016)
Yingying Zhu, Zhengbo Jiang, Jianfeng Peng, Sheng-hua Zhong
Video Affective Content Analysis Based on Protagonist via Convolutional Neural Network. PCM (1) (2016)
Sheng-hua Zhong, Yan Liu, To-Yee Ng, Yang Liu
Perception-oriented video saliency detection via spatio-temporal attention analysis. Neurocomputing 207 (2016)
Sheng-hua Zhong, Jiaxin Wu, Yingying Zhu, Peiqi Liu, Jianmin Jiang, Yan Liu
Visual Orientation Inhomogeneity Based Convolutional Neural Networks. ICTAI (2016)
Sheng-hua Zhong, Yan Liu, Qingcai Chen
Visual orientation inhomogeneity based scale-invariant feature transform. Expert Syst. Appl. 42 (13) (2015)
Songtao Wu, Yan Liu, Sheng-hua Zhong, Yang Liu
What makes the stego image undetectable? ICIMCS (2015)
Yingying Zhu, Chuanhua Jiang, Xiaoyan Huang, Zhijiao Xiao, Sheng-hua Zhong
A Temporal-Compress and Shorter SIFT Research on Web Videos. KSEM (2015)
Yu Zhao, Yan Liu, Yang Liu, Sheng-hua Zhong, Kien A. Hua
Face recognition from a single registered image for conference socializing. Expert Syst. Appl. 42 (3) (2015)
Zhijiao Xiao, Jianmin Jiang, Yingying Zhu, Zhong Ming, Sheng-hua Zhong, Shu-Bin Cai
A solution of dynamic VMs placement problem for energy consumption optimization based on evolutionary game theory. J. Syst. Softw. 101 (2015)
Sheng-hua Zhong, Yang Liu, Bin Li, Jing Long
Query-oriented unsupervised multi-document summarization via deep learning model. Expert Syst. Appl. 42 (21) (2015)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
Region level annotation by fuzzy based contextual cueing label propagation. Multim. Tools Appl. 70 (2) (2014)
Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren
Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling. AAAI (2013)
Sheng-hua Zhong, Yan Liu, Yang Liu, Changsheng Li
Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space. IEEE Trans. Image Process. 22 (11) (2013)
Sheng-hua Zhong, Yan Liu, Korris Fu-Lai Chung, Gangshan Wu
Semiconducting bilinear deep learning for incomplete image recognition. ICMR (2012)
Yan Liu, Sheng-hua Zhong, Wenjie Li
Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning. AAAI (2012)
Sheng-hua Zhong, Yan Liu, Yao Zhang, Fu-Lai Chung
Attention Modeling for Face Recognition via Deep Learning. CogSci (2012)
Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification. Expert Syst. Appl. 39 (12) (2012)
Sheng-hua Zhong, Yan Liu, Gangshan Wu
S-SIFT: A Shorter SIFT without Least Discriminability Visual Orientation. Web Intelligence (2012)
Sheng-hua Zhong, Yan Liu, Yang Liu
Bilinear deep learning for image classification. ACM Multimedia (2011)
Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
Semi-supervised manifold ordinal regression for image ranking. ACM Multimedia (2011)
Sheng-hua Zhong, Yan Liu, Ling Shao, Gangshan Wu
Unsupervised saliency detection based on 2D Gabor and Curvelets transforms. ICIMCS (2011)
Sheng-hua Zhong, Yan Liu, Yang Liu
Bilinear deep learning for image classification. ACM Multimedia (2011)
Sheng-hua Zhong, Yan Liu, Ling Shao, Korris Fu-Lai Chung
Water reflection recognition via minimizing reflection cost based on motion blur invariant moments. ICMR (2011)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
Fuzzy based contextual cueing for region level annotation. ICIMCS (2010)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling. ICIP (2010)