Face Recognition-Based Mass Attendance Using YOLOv5 and ArcFace. - Omar Faruque; Fazlul Hasan Siddiqui; Sabah Binte Noor (MIET (1), 2022)

Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. - Sahara Ali; Omar Faruque; Yiyi Huang; Md. Osman Gani; Aneesh Subramanian; Nicole-Jeanne Schlegel; Jianwu Wang 001 (ICMLA, 2023)

Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography. - Katherine Yi; Angelina Dewar; Tartela Tabassum; Jason Lu; Ray Chen; Homayra Alam; Omar Faruque; Sikan Li; Mathieu Morlighem; Jianwu Wang 001 (ICMLA, 2023)

Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data. - Omar Faruque; Francis Ndikum Nji; Mostafa Cham; Rohan Mandar Salvi; Xue Zheng; Jianwu Wang 001 (ECML/PKDD (7), 2023)

Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. - Sahara Ali; Omar Faruque; Jianwu Wang 001 (CoRR, 2023)

Comparative Evaluation of Causal Discovery and Inference Approaches on Arctic Sea Ice Time Series Data. - Omar Faruque; Xingyan Li; Md. Azim Khan; Homayra Alam; Jianwu Wang 001 (IEEE Big Data, 2024)

Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data. - Francis Ndikum Nji; Omar Faruque; Mostafa Cham; Vandana P. Janeja; Jianwu Wang 001 (IEEE Big Data, 2024)

Physics-Informed Machine Learning for Sea Ice Thickness Prediction. - Akila Sampath; Omar Faruque; Azim Khan; Vandana P. Janeja; Jianwu Wang 001 (ICKG, 2024)

gWaveNet: Classification of Gravity Waves from Noisy Satellite Data Using Custom Kernel Integrated Deep Learning Method. - Seraj Al Mahmud Mostafa; Omar Faruque; Chenxi Wang; Jia Yue; Sanjay Purushotham; Jianwu Wang 001 (ICPR (3), 2024)

Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. - Sahara Ali; Omar Faruque; Jianwu Wang 001 (ECML/PKDD (3), 2024)

TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. - Omar Faruque; Sahara Ali; Xue Zheng; Jianwu Wang 001 (CoRR, 2024)

Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. - Sahara Ali; Uzma Hasan; Xingyan Li; Omar Faruque; Akila Sampath; Yiyi Huang; Md. Osman Gani; Jianwu Wang 001 (CoRR, 2024)

DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. - Bayu Adhi Tama; Mansa Krishna; Homayra Alam; Mostafa Cham; Omar Faruque; Gong Cheng; Jianwu Wang 001; Mathieu Morlighem; Vandana Pursnani Janeja (CoRR, 2025)