Shenghua Zhong

Orcid: 0000-0002-7524-5999

According to our database1, Shenghua Zhong authored at least 110 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fine-Grained Representation Alignment for Zero-Shot Domain Adaptation.
IEEE Trans. Multim., 2024

TorchEEGEMO: A deep learning toolbox towards EEG-based emotion recognition.
Expert Syst. Appl., 2024

LLM-based query paraphrasing for video search.
CoRR, 2024

EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models.
CoRR, 2024

Effective Optimization of Root Selection Towards Improved Explanation of Deep Classifiers.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Discovering Multi-Relational Integration for Knowledge Tracing with Retentive Networks.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

MarginFinger: Controlling Generated Fingerprint Distance to Classification boundary Using Conditional GANs.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Fingerprinting in EEG Model IP Protection Using Diffusion Model.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Sal-Guide Diffusion: Saliency Maps Guide Emotional Image Generation through Adapter.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput., 2023

Noise-robust oversampling for imbalanced data classification.
Pattern Recognit., 2023

A Robust Deep Learning Enhanced Monocular SLAM System for Dynamic Environments.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

EEG Model Compression by Network Pruning for Emotion Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

Protecting Intellectual Property of EEG-based Model with Watermarking.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Knowledge-guided Network Pruning for EEG-based Emotion Recognition.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Deep Semantic and Attentive Network for Unsupervised Video Summarization.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection.
Comput. Vis. Image Underst., 2022

A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction.
CoRR, 2022

Deep hierarchical LSTM networks with attention for video summarization.
Comput. Electr. Eng., 2022

Training Entire-Space Models for Target-oriented Opinion Words Extraction.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Modeling User Repeat Consumption Behavior for Online Novel Recommendation.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Explanations of Deep Networks on EEG Data via Interpretable Approaches.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021
A Brain-Media Deep Framework Towards Seeing Imaginations Inside Brains.
IEEE Trans. Multim., 2021

Multi-phase level set method for precise segmentation and correction of brain MRI.
Signal Image Video Process., 2021

Steganographer detection via a similarity accumulation graph convolutional network.
Neural Networks, 2021

A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task.
CoRR, 2021

Question generation based on chat-response conversion.
Concurr. Comput. Pract. Exp., 2021

Deep Self-Attention for Sequential Recommendation (S).
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Recurrent Neural Graph Collaborative Filtering.
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Aspect-Sentiment-Multiple-Opinion Triplet Extraction.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

A Data-Driven Near-Optimization Approach for Smart Parking Management Platforms.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Video Abnormal Event Detection Via Context Cueing Generative Adversarial Network.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Steganographer Detection via Multi-Scale Embedding Probability Estimation.
ACM Trans. Multim. Comput. Commun. Appl., 2020

A Novel Convolutional Neural Network for Image Steganalysis With Shared Normalization.
IEEE Trans. Multim., 2020

How to Evaluate Single-Round Dialogues Like Humans: An Information-Oriented Metric.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dynamic graph convolutional network for multi-video summarization.
Pattern Recognit., 2020

Fine-art painting classification via two-channel dual path networks.
Int. J. Mach. Learn. Cybern., 2020

Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Fusing CAMs-weighted features and temporal information for robust loop closure detection.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Make Your Favorite Music Curative: Music Style Transfer for Anxiety Reduction.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Brain-media: A Dual Conditioned and Lateralization Supported GAN (DCLS-GAN) towards Visualization of Image-evoked Brain Activities.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Bi-Directional Self-Attention with Relative Positional Encoding for Video Summarization.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Steganographer Detection Via Enhancement-Aware Graph Convolutional Network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Better Queries for Aspect-Category Sentiment Classification.
Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

2019
A Context-Supported Deep Learning Framework for Multimodal Brain Imaging Classification.
IEEE Trans. Hum. Mach. Syst., 2019

Insights of object proposal evaluation.
Multim. Tools Appl., 2019

EEG-based image classification via a region-level stacked bi-directional deep learning framework.
BMC Medical Informatics Decis. Mak., 2019

Video summarization via spatio-temporal deep architecture.
Neurocomputing, 2019

Content-adaptive selective steganographer detection via embedding probability estimation deep networks.
Neurocomputing, 2019

Hybrid feature-based analysis of video's affective content using protagonist detection.
Expert Syst. Appl., 2019

CIS-Net: A Novel CNN Model for Spatial Image Steganalysis via Cover Image Suppression.
CoRR, 2019

Human Eye Movements Reveal Video Frame Importance.
Computer, 2019

An Attentional-LSTM for Improved Classification of Brain Activities Evoked by Images.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

MvsGCN: A Novel Graph Convolutional Network for Multi-video Summarization.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Motion Capture based Dynamic Assessment of Hip Joint Cartilage Contact Pressure during Daily Activities.
Proceedings of the 11th International Conference on Bioinformatics and Biomedical Technology, 2019

Object-based and multi-frame motion information predict human eye movement patterns during video viewing.
Proceedings of the Human Vision and Electronic Imaging 2019, 2019

2018
Foveated convolutional neural networks for video summarization.
Multim. Tools Appl., 2018

Deep residual learning for image steganalysis.
Multim. Tools Appl., 2018

Adaptive saliency cuts.
Multim. Tools Appl., 2018

Gaze Aware Deep Learning Model for Video Summarization.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Implicit Affective Video Tagging Using Pupillary Response.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Musicality-Novelty Generative Adversarial Nets for Algorithmic Composition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Steganographer Detection based on Multiclass Dilated Residual Networks.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Information-Oriented Evaluation Metric for Dialogue Response Generation Systems.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Dynamic Assessment of Contact Pressure Changes in the Hip Joint Cartilage During Daily Activities.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Region level Bi-directional Deep Learning Framework for EEG-based Image Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Implicit Visual Learning: Image Recognition via Dissipative Learning Model.
ACM Trans. Intell. Syst. Technol., 2017

A novel clustering method for static video summarization.
Multim. Tools Appl., 2017

Object proposal on RGB-D images via elastic edge boxes.
Neurocomputing, 2017

A computational investigation of learning behaviors in MOOCs.
Comput. Appl. Eng. Educ., 2017

Adaptive Dehaze Method for Aerial Image Processing.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

Object Proposal via Depth Connectivity Constrained Grouping.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Fine-Art Painting Classification via Two-Channel Deep Residual Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Steganographer detection via deep residual network.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Residual convolution network based steganalysis with adaptive content suppression.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Active contour model combining local and global information dynamically with application to segment brain MR images.
Proceedings of the 2017 International Conference on Biometrics Engineering and Application, 2017

Learning Music Emotions via Quantum Convolutional Neural Network.
Proceedings of the Brain Informatics - International Conference, 2017

2016
Field Effect Deep Networks for Image Recognition with Incomplete Data.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Perception-oriented video saliency detection via spatio-temporal attention analysis.
Neurocomputing, 2016

Video Affective Content Analysis Based on Protagonist via Convolutional Neural Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Transfer Learning Based on A+ for Image Super-Resolution.
Proceedings of the Knowledge Science, Engineering and Management, 2016

Visual Orientation Inhomogeneity Based Convolutional Neural Networks.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Steganalysis via Deep Residual Network.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015
A solution of dynamic VMs placement problem for energy consumption optimization based on evolutionary game theory.
J. Syst. Softw., 2015

Visual orientation inhomogeneity based scale-invariant feature transform.
Expert Syst. Appl., 2015

Query-oriented unsupervised multi-document summarization via deep learning model.
Expert Syst. Appl., 2015

Face recognition from a single registered image for conference socializing.
Expert Syst. Appl., 2015

A Temporal-Compress and Shorter SIFT Research on Web Videos.
Proceedings of the Knowledge Science, Engineering and Management, 2015

What makes the stego image undetectable?
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014
Region level annotation by fuzzy based contextual cueing label propagation.
Multim. Tools Appl., 2014

Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013
Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space.
IEEE Trans. Image Process., 2013

Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification.
Expert Syst. Appl., 2012

S-SIFT: A Shorter SIFT without Least Discriminability Visual Orientation.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Semiconducting bilinear deep learning for incomplete image recognition.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Attention Modeling for Face Recognition via Deep Learning.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Bilinear deep learning for image classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Semi-supervised manifold ordinal regression for image ranking.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Water reflection recognition via minimizing reflection cost based on motion blur invariant moments.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Unsupervised saliency detection based on 2D Gabor and Curvelets transforms.
Proceedings of the ICIMCS 2011, 2011

2010
A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling.
Proceedings of the International Conference on Image Processing, 2010

Fuzzy based contextual cueing for region level annotation.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010


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