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Zhiheng Zhou

South China University of Technology

Wushan

Guangzhou, AR 510640

China

  • South China University of Technology

SCHOLARLY PAPERS

4

DOWNLOADS

183

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Diffinformer: Diffusion Informer Model For  Long Sequence Time-Series Forecasting

Number of pages: 15 Posted: 03 Apr 2025
Jiacheng Li, Yican Liu, Wei Chen, Junmei Yang, Zhiheng Zhou and Delu Zeng
South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology and South China University of Technology
Downloads 79 (860,052)

Abstract:

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Time series forcasting, deep learning, diffusion model, transformer

2.

Transformer Based Period Spatial-Temporal Graph Convolutional Network for Traffic Forecasting

Number of pages: 13 Posted: 14 Sep 2023
Jun Yin, Bo Li and Zhiheng Zhou
South China University of Technology, South China University of Technology and South China University of Technology
Downloads 60 (970,490)

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Traffic forecasting, Graph Convolutional Networks, Transformer, Spatial-Temporal features

3.

Relep: Region and Edge Synergetic Level Set Model Based on Edge-Enhanced Entropy and Variable Exponential P-Laplace Equation

Number of pages: 27 Posted: 13 Jun 2023
Zhiheng Zhou, Jiangfeng Wu, Wenlue Zhou, Xiyuan Tao and Ming Deng
South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology and South China University of Technology
Downloads 40 (1,183,237)

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image segmentation, Hybrid level set models, Edge-enhanced entropy, Variable exponent p-Laplace

4.

See Fine, Know Clear: Boosting Semi-Supervised Video Object Segmentation via MambaVision-Powered Semantic and Fine-Grained Cues

Number of pages: 12 Posted: 21 May 2026
Dongpei Dong, Bo Li, Zhiheng Zhou and Delu Zeng
South China University of Technology, South China University of Technology, South China University of Technology and South China University of Technology
Downloads 4 (1,584,314)

Abstract:

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Video object segmentation, Semantic enhancement, Fine-grained feature, Memory bank.