A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. - Muhammad Hassaan Farooq Butt; Hamail Ayaz; Muhammad Ahmad; Jian Ping Li; Ramil Kuleev (CEC, 2022)

Graph-infused hybrid vision transformer: Advancing GeoAI for enhanced land cover classification. - Muhammad Hassaan Farooq Butt; Jian Ping Li; Muhammad Ahmad; Muhammad Adnan Farooq Butt (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Pyramid Hierarchical Transformer for Hyperspectral Image Classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Manuel Mazzara; Salvatore Distifano (CoRR, 2024)

Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Muhammad Usama; Hamad Ahmed Altuwaijri; Manuel Mazzara; Salvatore Distefano (CoRR, 2024)

Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Muhammad Usama; Adil Mehmood Khan; Manuel Mazzara; Salvatore Distefano; Hamad Ahmed Altuwaijri; Swalpa Kumar Roy; Jocelyn Chanussot; Danfeng Hong (CoRR, 2024)

Pyramid Hierarchical Spatial-Spectral Transformer for Hyperspectral Image Classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Manuel Mazzara; Salvatore Distefano; Adil Mehmood Khan; Hamad Ahmed Altuwaijri (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Spatial-spectral morphological mamba for hyperspectral image classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Adil Mehmood Khan; Manuel Mazzara; Salvatore Distefano; Muhammad Usama; Swalpa Kumar Roy; Jocelyn Chanussot; Danfeng Hong (Neurocomputing, 2025)

Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification. - Muhammad Ahmad; Muhammad Hassaan Farooq Butt; Muhammad Usama; Manuel Mazzara; Salvatore Distefano; Adil Mehmood Khan; Danfeng Hong (CoRR, 2025)