Yi Liu

Orcid: 0000-0001-9993-0731

Affiliations:
  • Xidian University, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China
  • Xidian University, School of Electronic Engineering, Xi'an, China


According to our database1, Yi Liu authored at least 38 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Spatial Feature Enhancement and Attention-Guided Bidirectional Sequential Spectral Feature Extraction for Hyperspectral Image Classification.
Remote. Sens., September, 2024

Few-Shot Open-Set Hyperspectral Image Classification With Adaptive Threshold Using Self-Supervised Multitask Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

Dual Graph Convolutional Network for Hyperspectral Images With Spatial Graph and Spectral Multigraph.
IEEE Geosci. Remote. Sens. Lett., 2024

AutoMaster: Differentiable Graph Neural Network Architecture Search for Collaborative Filtering Recommendation.
Proceedings of the Web Engineering - 24th International Conference, 2024

2023
A Feature Embedding Network with Multiscale Attention for Hyperspectral Image Classification.
Remote. Sens., July, 2023

Hyperspectral Remote Sensing Images Feature Extraction Based on Spectral Fractional Differentiation.
Remote. Sens., 2023

A Multi-scale Densely Connected and Feature Aggregation Network for Hyperspectral Image Classification.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

AutoShape: Automatic Design of Click-Through Rate Prediction Models Using Shapley Value.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

A Graph Neural Network for Cross-domain Recommendation Based on Transfer and Inter-domain Contrastive Learning.
Proceedings of the Knowledge Science, Engineering and Management, 2023

GMiRec: A Multi-image Visual Recommendation Model Based on a Gated Neural Network.
Proceedings of the Knowledge Science, Engineering and Management, 2023

A Hypergraph Augmented and Information Supplementary Network for Session-Based Recommendation.
Proceedings of the Knowledge Science, Engineering and Management, 2023

A Graph Convolutional Neural Network for Recommendation Based on Community Detection and Combination of Multiple Heterogeneous Graphs.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
A Two-Branch Convolutional Neural Network Based on Multi-Spectral Entropy Rate Superpixel Segmentation for Hyperspectral Image Classification.
Remote. Sens., 2022

Hyperspectral Remote Sensing Images Feature Extraction Based on Higher-Order Spectra.
IEEE Geosci. Remote. Sens. Lett., 2022

Virtual information core optimization for collaborative filtering recommendation based on clustering and evolutionary algorithms.
Appl. Soft Comput., 2022

A Two-Branch Neural Network Based on Superpixel Segmentation and Auxiliary Samples.
Proceedings of the Intelligence Science IV, 2022

Graph Convolutional Neural Network based on the Combination of Multiple Heterogeneous Graphs.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021
Hyperspectral Image Spectral-Spatial Classification Method Based on Deep Adaptive Feature Fusion.
Remote. Sens., 2021

Hyperspectral Remote Sensing Images Deep Feature Extraction Based on Mixed Feature and Convolutional Neural Networks.
Remote. Sens., 2021

A Two-Branch Network Combined With Robust Principal Component Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

Hyperspectral Images Unmixing Based on Abundance Constrained Multi-Layer KNMF.
IEEE Access, 2021

A Multi-Branch Network based on Weight Sharing and Attention Mechanism for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
A Multi-Scale and Multi-Level Spectral-Spatial Feature Fusion Network for Hyperspectral Image Classification.
Remote. Sens., 2020

Hyperspectral Image Classification Based on Active Learning and Spectral-Spatial Feature Fusion Using Spatial Coordinates.
IEEE Access, 2020

2019
Multi-objective ant colony optimization algorithm based on decomposition for community detection in complex networks.
Soft Comput., 2019

Accelerated genetic algorithm based on search-space decomposition for change detection in remote sensing images.
Appl. Soft Comput., 2019

Hyperspectral Remote Sensing Images Feature Extraction Based on Weighted Classwise Non-locality Preserving Projection.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

2018
Hyperspectral Remote Sensing Images Terrain Classification Based on PCA-KMFA.
Proceedings of the 14th International Conference on Natural Computation, 2018

2017
Terrain classification of hyperspectral remote sensing images based on kernel maximum margin criterion.
Proceedings of the 13th International Conference on Natural Computation, 2017

DCT MFA subspace hyperspectral remote sensing images terrain classification.
Proceedings of the 13th International Conference on Natural Computation, 2017

Change detection in SAR images based on the salient map guidance and an accelerated genetic algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Information core optimization using Evolutionary Algorithm with Elite Population in recommender systems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Hyperspectral remote sensing image terrain classification based on M-ary discriminant analysis.
Proceedings of the 12th International Conference on Natural Computation, 2016

2015
Multiobjective nondominated neighbor coevolutionary algorithm with elite population.
Soft Comput., 2015

Modified particle swarm optimization-based multilevel thresholding for image segmentation.
Soft Comput., 2015

Memetic algorithm with simulated annealing strategy and tightness greedy optimization for community detection in networks.
Appl. Soft Comput., 2015

2014
Hyperspectral Images Terrain Classification in Combination Spectrum DLDA Subspace.
J. Comput., 2014

2013
Learning kernel parameters for kernel Fisher discriminant analysis.
Pattern Recognit. Lett., 2013


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