Usman Ali

Lecturer, Computer Science, GIFT University

Joined

August 2024

Names

Usman Ali (Preferred)

Emails

****@gift.edu.pk (Confirmed)

Personal Links

Career & Education History

Lecturer

Computer Science, GIFT University (gift.edu.pk)

2021 – Present

Advisors, Relations & Conflicts

Coworker

Muhammad Umer Ramzan

2021 – Present

Expertise

Machine Learning

,

Geometric Deep Learning

,

Industrial Anomaly Detection

,

Video Object Segmentation

,

Computer Vision

,

Topological Data Analysis

2019 – Present

Publications

Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors
Usman Ali, Ali Zia, Waqas Ali, Umer Ramzan, Abdul Rehman, Muhammad Tayyab Chaudhry, Wei Xiang
- IEEE Sensors Journal
- Readers: Everyone
TopoOT: Topology-Aware Optimal Transport for Test-Time Anomaly Segmentation
Ali Zia, Usman Ali, Muhammad Umer Ramzan, Abdul Rehman, Abdelwahed Khamis, Wei Xiang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning
Usman Ali, Umer Ramzan, Waqas Ali, Khaled Ali Al-Jaafari
- IEEE Access
- Readers: Everyone
Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation
Ali Zia, Usman Ali, Kang Han, Abdul Rehman, Muhammad Umer Ramzan, shahnawaz qureshi, Wei Xiang
- Submitted to NeurIPS 2025
- Readers: Everyone

Co-Authors