Publications
Conference
Anti-Shortcut Distillation via Temporal Negative Knowledge Transfer
Authors: Syed Muhammad Raza, Omer Tariq, Jeongbae Son
Venue: BMVC 2026
Status: Accepted
Role: 1st Author
CylinMamba3D: Geometry-Aware Cylindrical State Space Modeling for 3D Point Clouds
Authors: Anonymous, Syed Muhammad Raza
Venue: ECCV 2026
Status: Submitted
Role: 2nd Author
Uncertainty-Aware and Decoder-Aligned Learning for Video Summarization
Authors: Omer Tariq, Syed Muhammad Raza, Jeongbae Son
Venue: IJCNN 2026
Status: Accepted
Role: 2nd Author
Journal
EdgeDAM: Bounding-Box Distractor-Aware Memory for Real-Time Object Tracking
Authors: Syed Muhammad Raza, Syed Murtaza Hussain Abidi, Omer Tariq
Venue: ISPRS Journal of Photogrammetry and Remote Sensing
Status: Submitted
Role: 1st Author
FSGM-Sum: Factorized Spatio-Temporal Gating Mixer for Efficient Video Summarization
Authors: Syed Muhammad Raza
Venue: Pattern Recognition (Q1, IF 9.1)
Status: Minor Revision
Role: 1st Author
DSConvNet: A Lightweight Architecture for Extracting Image Features From Depthwise Separable Convolution Network for Edge Devices
Authors: Syed Muhammad Raza, Syed Murtaza Hussain Abidi, Md Masuduzzaman, Soo Young Shin
Venue: IEEE Access 2025
Status: Accepted
Role: 1st Author
Lightweight Deep Learning for Visual Perception: A Survey of Models, Compression Strategies, and Edge Deployment Challenges
Authors: Syed Muhammad Raza, Syed Murtaza Hussain Abidi, Md Masuduzzaman, Soo Young Shin
Venue: Neurocomputing 2025
Status: Accepted
Role: 1st Author
SafeVision: Vision–language reasoning for context-aware safety monitoring
Authors: Syed Murtaza Hussain Abidi, Syed Muhammad Raza, Soo Young Shin
Venue: Neurocomputing 2026
Status: Accepted
Role: 2nd Author
CrossFusionKD: A Cross-Modal Knowledge Distillation Framework for UxV Object Detection
Authors: Syed Murtaza Hussain Abidi, Syed Muhammad Raza, Md Masuduzzaman, Soo Young Shin
Venue: Knowledge-Based Systems
Status: Submitted
Role: 2nd Author