Scholar
Yichu Xu
Google Scholar ID: CxKy4lEAAAAJ
Wuhan University
Remote Sensing
Computer Vision
Deep Learning
AI4EO
Hyperspectral
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
282
H-index
5
i10-index
5
Publications
7
Co-authors
18
list available
Contact
Email
xuyichu@whu.edu.cn
GitHub
Open ↗
LinkedIn
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Publications
5 items
MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification
2025
Cited
0
HSANET: A Hybrid Self-Cross Attention Network For Remote Sensing Change Detection
2025
Cited
0
FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection
2025
Cited
0
Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
2024
Cited
0
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
arXiv.org · 2024
Cited
14
Resume (English only)
Academic Achievements
October 2025: Paper 'PHDMamba' accepted by IEEE GRSL
October 2025: Paper 'MambaMoE' accepted by Information Fusion
June 2025: Bronze award (3/121) in AIRS-2025 Track 2 'Interstellar Veins' Mars Mineral Hyperspectral Classification Challenge
June 2025: HyperSIGMA awarded VALSE 2025 Popular Poster Award (2/398)
April 2025: Released HyperSIGMA, the first billion-scale hyperspectral intelligent understanding foundation model
March 2025: Co-authored paper accepted by IEEE IGARSS
March 2025: Co-first-author paper accepted by IEEE TPAMI
February 2025: Paper accepted by Neural Networks
January 2025: Review paper 'Hyperspectral Anomaly Detection Based on Machine Learning: An Overview' selected as ESI Highly Cited Paper (Top 1%)
March 2024: Paper accepted by IEEE TGRS
Serving as reviewer for conferences including CVPR, ICCV, IJCAI, AAAI, ACMMM, ICME
Serving as reviewer for journals including TPAMI, TIP, TCSVT, TNNLS, TMM, TGRS, JSTARS, GRSL, ISPRS P&RS, IF, NN
Co-authors
18 total
Lefei Zhang
School of Computer Science, Wuhan University
bo du
School of Computer Science, Wuhan University
Di Wang
School of Computer Science, Wuhan University
Co-author 4
Co-author 5
meiqi hu(胡美琪)
Sun Yat-Sen University
Naoto Yokoya
The University of Tokyo, RIKEN
Dacheng Tao
Nanyang Technological University
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