Muhammad Ahmad
Scholar

Muhammad Ahmad

Google Scholar ID: -r57bFgAAAAJ
King Fahd University of Petroleum and Minerals
Machine LearningComputer VisionHyperspectral imaging
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,701
 
H-index
34
 
i10-index
69
 
Publications
20
 
Co-authors
12
list available
Contact
Emailmailto:?subject=Muhammad%20Ahmad&body=Check%20out%20this%20researcher%20at%20King%20Fahd%20University%20of%20Petroleum%20%26%20Minerals%3A%20Muhammad%20Ahmad | https://pure.kfupm.edu.sa/en/persons/muhammad-ahmad-2/?utm_source=email&utm_medium=email&utm_caTwitterOpen ↗
Publications
15 items
Cosine-Normalized Attention for Hyperspectral Image Classification
2026
Cited
0
3D Fourier-based Global Feature Extraction for Hyperspectral Image Classification
2026
Cited
0
On Catastrophic Forgetting in Low-Rank Decomposition-Based Parameter-Efficient Fine-Tuning
2026
Cited
0
SABIA: An AI-Powered Tool for Detecting Opioid-Related Behaviors on Social Media
2025
Cited
0
Multilingual Hate Speech Detection in Social Media Using Translation-Based Approaches with Large Language Models
2025
Cited
0
Improving statistical learning methods via features selection without replacement sampling and random projection
2025
Cited
0
EDU-NER-2025: Named Entity Recognition in Urdu Educational Texts using XLM-RoBERTa with X (formerly Twitter)
2025
Cited
0
Dynamic Memory-enhanced Transformer for Hyperspectral Image Classification
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published 93 research outputs, including journal articles, conference papers, and review articles
  • Published 'A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models' in Neurocomputing (2025)
  • Published 'Differential Attention With Enhanced Squeeze-and-Excitation for Hyperspectral Image Classification' in IEEE Geoscience and Remote Sensing Letters (2025)
  • Published 'DiffFormer: A Differential Spatial-Spectral Transformer for Hyperspectral Image Classification' (2025)
  • Scopus h-index of 29 with over 2600 citations
Co-authors
12 total
Manuel Mazzara
Manuel Mazzara
Dean of the Faculty of Computer Science and Engineering
Adil Mehmood Khan
Adil Mehmood Khan
Professor, University of Hull, Zayed University, Innopolis University
Salvatore Distefano
Salvatore Distefano
Professor, Computer Science and Engineering, University of Messina, Italy
Danfeng Hong (洪丹枫)
Danfeng Hong (洪丹枫)
Southeast University
Jocelyn Chanussot
Jocelyn Chanussot
INRIA, on leave from Grenoble INP
Swalpa Kumar Roy
Swalpa Kumar Roy
Alipurduar Govt. Engineering & Management College, West Bengal (IASc. Associate, INSA VSP)
Co-author 7
Co-author 7
Antonio Plaza
Antonio Plaza
IEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, Spain