Guangyuan Liu

According to our database, Guangyuan Liu authored at least 15 papers between 2018 and 2025.

Collaborative distances:

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

2025

AutoPolCNN: A neural architecture search method of convolutional neural network for PolSAR image classification.

Guangyuan Liu, Yangyang Li, Yanqiao Chen, Ronghua Shang, Licheng Jiao

Knowl. Based Syst., 2025

2024

Three-Dimensional Point Cloud Object Detection Based on Feature Fusion and Enhancement.

Yangyang Li, Zejun Ou, Guangyuan Liu, Zichen Yang, Yanqiao Chen, Ronghua Shang, Licheng Jiao

Remote. Sens., March, 2024

Enhancing Remote Sensing Visual Question Answering: A Mask-Based Dual-Stream Feature Mutual Attention Network.

Yangyang Li, Yunfei Ma, Guangyuan Liu, Qiang Wei, Yanqiao Chen, Ronghua Shang, Licheng Jiao

IEEE Geosci. Remote. Sens. Lett., 2024

An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency.

Yangyang Li, Yuelin Li, Shihuai Zhang, Guangyuan Liu, Yanqiao Chen, Ronghua Shang, Licheng Jiao

Knowl. Based Syst., 2024

2023

A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification.

Yanqiao Chen, Yangyang Li, Heting Mao, Guangyuan Liu, Xinghua Chai, Licheng Jiao

Remote. Sens., September, 2023

2022

Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification.

Guangyuan Liu, Yangyang Li, Yanqiao Chen, Ronghua Shang, Licheng Jiao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

Multiobjective evolutionary algorithm assisted stacked autoencoder for PolSAR image classification.

Guangyuan Liu, Yangyang Li, Licheng Jiao, Yanqiao Chen, Ronghua Shang

Swarm Evol. Comput., 2021

A Novel Data Augmentation Method for SAR Image Target Detection and Recognition.

Xiaolong Zhang, Xinghua Chai, Yanqiao Chen, Zichen Yang, Guangyuan Liu, Aiyuan He, Yangyang Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

SAR Image Object Detection Based on Improved Cross-Entropy Loss Function with the Attention of Hard Samples.

Yangyang Li, Wenxi Shi, Guangyuan Liu, Licheng Jiao, Zhong Ma, Lu Wei

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Hyper-Parameter Optimization Using MARS Surrogate for Machine-Learning Algorithms.

Yangyang Li, Guangyuan Liu, Gao Lu, Licheng Jiao, Naresh Marturi, Ronghua Shang

IEEE Trans. Emerg. Top. Comput. Intell., 2020

Quantum Optimization and Quantum Learning: A Survey.

Yangyang Li, Mengzhuo Tian, Guangyuan Liu, Cheng Peng, Licheng Jiao

IEEE Access, 2020

Application of Data Driven Optimization for Change Detection in Synthetic Aperture Radar Images.

Yangyang Li, Guangyuan Liu, Tiantian Li, Licheng Jiao, Gao Lu, Naresh Marturi

IEEE Access, 2020

Application of a Hyper-Parameter Optimization Algorithm using Mars Surrogate for Deep Polsar Image Classification Models.

Guangyuan Liu, Yangyang Li, Licheng Jiao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2018

A Novel Deep Fully Convolutional Network for PolSAR Image Classification.

Yangyang Li, Yanqiao Chen, Guangyuan Liu, Licheng Jiao

Remote. Sens., 2018

A Large-Scale Data Clustering Algorithm Based on BIRCH and Artificial Immune Network.

Yangyang Li, Guangyuan Liu, Peidao Li, Licheng Jiao

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018