253 Result(s)

Article

Retraction Note: Using hardware counter-based performance model to diagnose scaling issues of HPC applications

Nan Ding, Shiming Xu, Zhenya Song, Baoquan Zhang… in Neural Computing and Applications (2024)

Article

Graph neural networks for text classification: a survey

Text Classification is the most essential and fundamental problem in Natural Language Processing. While numerous recent text classification models applied the sequential deep learning technique, graph neural n...

Kunze Wang, Yihao Ding, Soyeon Caren Han in Artificial Intelligence Review (2024)

Article

PrimitiveNet: decomposing the global constraints for referring segmentation

In referring segmentation, modeling the complicated constraints in the multimodal information is one of the most challenging problems. As the information in a given language expression and image becomes increa...

Chang Liu, Xudong Jiang, Henghui Ding in Visual Intelligence (2024)

Article

Improving PID Controller Performance in Nonlinear Oscillatory Automatic Generation Control Systems Using a Multi-objective Marine Predator Algorithm with Enhanced Diversity

Power systems are pivotal in providing sustainable energy across various sectors. However, optimizing their performance to meet modern demands remains a significant challenge. This paper introduces an innovati...

Yang Yang, Yuchao Gao, **ran Wu, Zhe Ding, Shangrui Zhao in Journal of Bionic Engineering (2024)

Article

Equilibrium optimizer-based harmony search algorithm with nonlinear dynamic domains and its application to real-world optimization problems

Harmony Search (HS) algorithm is a swarm intelligence algorithm inspired by musical improvisation. Although HS has been applied to various engineering problems, it faces challenges such as getting trapped in l...

**glin Wang, Haibin Ouyang, Steven Li, Wei** Ding… in Artificial Intelligence Review (2024)

Article

LCTCS: Low-Cost and Two-Channel Sparse Network for Hyperspectral Image Classification

Using convolutional neural networks (CNNs) in classifying hyperspectral images (HSIs) has achieved quite good results in recent years. It is widely used in agricultural remote sensing, geological exploration, ...

Jie Sun, **g Yang, Wang Chen, Sujie Ding, Shaobo li… in Neural Processing Letters (2024)

Article

Pattern Control of Neural Networks with Two-Dimensional Diffusion and Mixed Delays

In this paper, a two-neuron reaction–diffusion neural network with discrete and distributed delays is proposed, and the state feedback control strategy is adopted to achieve control of its spatiotemporal dynam...

Yifeng Luan, Min **ao, **nsong Yang, **angyu Du, Jie Ding… in Neural Processing Letters (2024)

Article

Improved 3D human face reconstruction from 2D images using blended hard edges

This study reports an effective and robust edge-based scheme for the reconstruction of 3D human faces from input of single images, addressing drawbacks of existing methods in case of large face pose angles or ...

Yueming Ding, P. Y. Mok in Neural Computing and Applications (2024)

Article

Erratum to: Bio-inspired Filter Design Based on Vortex Control Mechanism of Parallel Groove Structure

Yawei Zhu, Dean Hu, Yonggang Guo, Hao Ding, Gang Yang in Journal of Bionic Engineering (2024)

Article

DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification

Dialogue systems have attracted growing research interests due to its widespread applications in various domains. However, most research work focus on sentence-level intent recognition to interpret user uttera...

Yan Yan, Bo-Wen Zhang, Peng-hao Min, Guan-wen Ding… in Neural Processing Letters (2024)

Article

Multi-level textual-visual alignment and fusion network for multimodal aspect-based sentiment analysis

Multimodal Aspect-Based Sentiment Analysis (MABSA) is an essential task in sentiment analysis that has garnered considerable attention in recent years. Typical approaches in MABSA often utilize cross-modal Tra...

You Li, Han Ding, Yuming Lin, **nyu Feng, Liang Chang in Artificial Intelligence Review (2024)

Article

Three-way decisions in generalized intuitionistic fuzzy environments: survey and challenges

Enhancing decision-making under risks is crucial in various fields, and three-way decision (3WD) methods have been extensively utilized and proven to be effective in numerous scenarios. However, traditional me...

Juanjuan Ding, Chao Zhang, Deyu Li, Jianming Zhan… in Artificial Intelligence Review (2024)

Article

MusicFace: Music-driven expressive singing face synthesis

It remains an interesting and challenging problem to synthesize a vivid and realistic singing face driven by music. In this paper, we present a method for this task with natural motions for the lips, facial ex...

Pengfei Liu, Wen** Deng, Hengda Li, **tai Wang… in Computational Visual Media (2024)

Article

Correction to: A class integration test order generation approach based on Sarsa algorithm

Yun Li, Yanmei Zhang, Yanru Ding, Shujuan Jiang… in Automated Software Engineering (2024)

Chapter and Conference Paper

Weaving Tectonics: Algorithmically Optimised Robotic FRP Weaving of Large Scale Planar Forms

Steel reinforced concrete is a widely used material for constructing large spanning planar building elements due to its strength, durability, and low cost, but its environmental impact, long fabrication time, ...

Kelton Boyter-Grant, Zhouyang **n, Ding Wen Bao, **n Yan, Dan Luo in Phygital Intelligence (2024)

Chapter and Conference Paper

An Exploration on the Form Design of Movable Structures Based on Uniform Convex Polyhedral Expansion

5 kinds of regular polyhedra and 13 kinds of semi-regular polyhedra are taken as the main research objects in this paper to explore the form design method of polyhedral expansion through the rotation of polygo...

Mengman Liu, Chuhua Ding, Hui Wang in Phygital Intelligence (2024)

Article

Dbias: detecting biases and ensuring fairness in news articles

Because of the increasing use of data-centric systems and algorithms in machine learning, the topic of fairness is receiving a lot of attention in the academic and broader literature. This paper introduces Dbi...

Shaina Raza, Deepak John Reji, Chen Ding in International Journal of Data Science and … (2024)

Article

O \(^2\) -Bert: Two-Stage Target-Based Sentiment Analysis

Target-based sentiment analysis (TBSA) is one of the most important NLP research topics for widespread applications. However, the task is challenging, especially when the targets contain multiple words or do n...

Yan Yan, Bo-Wen Zhang, Guanwen Ding, Wenjie Li, Jie Zhang… in Cognitive Computation (2024)

Article

A geometric framework for multiclass ensemble classifiers

Ensemble classifiers have been investigated by many in the artificial intelligence and machine learning community. Majority voting and weighted majority voting are two commonly used combination schemes in ense...

Shengli Wu, **long Li, Weimin Ding in Machine Learning (2023)

Article

Pyramid Attention Network for Image Restoration

Self-similarity refers to the image prior widely used in image restoration algorithms that small but similar patterns tend to occur at different locations and scales. However, recent advanced deep convolutiona...

Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu… in International Journal of Computer Vision (2023)