Junhua Zeng

According to our database, Junhua Zeng authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Novel Tensor Ring Sparsity Measurement for Image Completion.

Junhua Zeng, Yuning Qiu, Yumeng Ma, Andong Wang, Qibin Zhao

Entropy, February, 2024

Bayesian tensor network structure search and its application to tensor completion.

Junhua Zeng, Guoxu Zhou, Yuning Qiu, Chao Li, Qibin Zhao

Neural Networks, 2024

Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization.

Junhua Zeng, Guoxu Zhou, Yuning Qiu, Yumeng Ma, Qibin Zhao

IEEE Geosci. Remote. Sens. Lett., 2024

Discovering More Effective Tensor Network Structure Search Algorithms via Large Language Models (LLMs).

Junhua Zeng, Guoxu Zhou, Chao Li, Zhun Sun, Qibin Zhao

CoRR, 2024

tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs).

Junhua Zeng, Chao Li, Zhun Sun, Qibin Zhao, Guoxu Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective.

Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.

Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang

CoRR, 2023

Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations.

Chao Li, Junhua Zeng, Chunmei Li, Cesar F. Caiafa, Qibin Zhao

Proceedings of the International Conference on Machine Learning, 2023

Research on network security situation awareness prediction model based on deep learning methods.

Junhua Zeng, Jiacheng Li, Pengyang Xu

Proceedings of the 4th International Conference on Computer Engineering and Intelligent Control, 2023

2022

Imbalanced low-rank tensor completion via latent matrix factorization.

Yuning Qiu, Guoxu Zhou, Junhua Zeng, Qibin Zhao, Shengli Xie

Neural Networks, 2022

Permutation Search of Tensor Network Structures via Local Sampling.

Chao Li, Junhua Zeng, Zerui Tao, Qibin Zhao

Proceedings of the International Conference on Machine Learning, 2022