activity
20172024
most citedA Novel Convolutional Neural Network for Image Steganalysis with Shared Normalization

14 citations · 37 across the 7 of their papers we have counts for

collaborators

7 papers

cs.MM2024★ 1 cited

Multimodal LLM-based Query Paraphrasing for Video Search

Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan +3

Text-to-video retrieval answers user queries through searches based on concepts and embeddings. However, due to limitations in the size of the concept bank and the amount of traini…

cs.CV2023★ 1 cited

GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video

Bruce X. B. Yu, Zhi Zhang, Yongxu Liu +3

3D human pose estimation has been researched for decades with promising fruits. 3D human pose lifting is one of the promising research directions toward the task where both estimat…

cs.LG2021★ 10 cited

GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition

Zhi Zhang, Sheng-hua Zhong, Yan Liu

The data scarcity problem in Electroencephalography (EEG) based affective computing results into difficulty in building an effective model with high accuracy and stability using ma…

cs.CL2020★ 1 cited

Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis

Yuncong Li, Cunxiang Yin, Sheng-hua Zhong +1

Aspect-category sentiment analysis (ACSA) aims to predict sentiment polarities of sentences with respect to given aspect categories. To detect the sentiment toward a particular asp…

cs.CL2020★ 6 cited

Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks

Yuncong Li, Cunxiang Yin, Sheng-hua Zhong

Aspect category sentiment analysis (ACSA) aims to predict the sentiment polarities of the aspect categories discussed in sentences. Since a sentence usually discusses one or more a…

cs.MM2019★ 4 cited

CIS-Net: A Novel CNN Model for Spatial Image Steganalysis via Cover Image Suppression

Songtao Wu, Sheng-hua Zhong, Yan Liu +1

Image steganalysis is a special binary classification problem that aims to classify natural cover images and suspected stego images which are the results of embedding very weak sec…

cs.MM2017★ 14 cited

A Novel Convolutional Neural Network for Image Steganalysis with Shared Normalization

Songtao Wu, Sheng-hua Zhong, Yan Liu

Deep learning based image steganalysis has attracted increasing attentions in recent years. Several Convolutional Neural Network (CNN) models have been proposed and achieved state-…