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Md Osman Gani
Assistant Professor, Department of Computer Science and Software Engineering, University of Maryland, Baltimore County
Joined
May 2021
Names
Md Osman Gani
(Preferred)
,
Md. Osman Gani
Emails
****@umbc.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Department of Computer Science and Software Engineering,
University of Maryland, Baltimore County
(umbc.edu)
2020
–
Present
Visiting Assistant Professor
Department of Math, Statistics, and Computer Science,
Miami University
(miamioh.edu)
2017
–
2020
PhD student
Department of Math, Statistics, and Computer Science,
Marquette University
(marquette.edu)
2011
–
2017
MS student
Department of Computer Science and Engineering,
Marquette University
(marquette.edu)
2011
–
2013
Undergrad student
Military Institute of Science and Technology, Bangladesh
(mist.ac.bd)
2005
–
2009
Advisors, Relations & Conflicts
PhD Advisee
Muhammad Hasan Ferdous
2021
–
Present
Coauthor
Riddhiman Adib
2021
–
Present
Coauthor
Md Mobasshir Arshed Naved
2021
–
Present
Coauthor
Chih-Hao Fang
2021
–
Present
Coauthor
Ananth Grama
2021
–
Present
PhD Advisee
Uzma Hasan
2021
–
Present
Coauthor
Paul Griffin
2020
–
Present
Coworker
James Foulds
2020
–
Present
Coworker
Nirmalya Roy
2020
–
Present
Coworker
Shimei Pan
2020
–
Present
Coauthor
Janick Edinger
2019
–
Present
Coauthor
Vaskar Raychoudhury
2018
–
Present
Coauthor
Mohammad Adibuzzaman
2011
–
2021
PhD Advisor
Sheikh Iqbal Ahamed
2011
–
2017
Expertise
computational social science
2021
–
Present
causal inference
2018
–
Present
AI for healthcare
2018
–
Present
Causal discovery
2018
–
Present
machine learning
2011
–
Present
pervasive computing
2011
–
Present
Publications
Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large Observational EHR Dataset.
Riddhiman Adib
,
Md. Osman Gani
,
Sheikh Iqbal Ahamed
,
Mohammad Adibuzzaman
COMPSAC 2025
Readers:
Everyone
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification.
Siyuan Wang
,
James R. Foulds
,
Md. Osman Gani
,
Shimei Pan
CoRR 2025
Readers:
Everyone
A Knowledge-guided Framework to Enhance Causal Reasoning and Human-AI Collaboration.
Uzma Hasan
,
Md. Osman Gani
PerCom Workshops 2025
Readers:
Everyone
TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery.
Muhammad Hasan Ferdous
,
Emam Hossain
,
Md. Osman Gani
CoRR 2025
Readers:
Everyone
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction.
Emam Hossain
,
Muhammad Hasan Ferdous
,
Jianwu Wang 0001
,
Aneesh Subramanian
,
Md. Osman Gani
PerCom Workshops 2025
Readers:
Everyone
CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors.
Riddhiman Adib
,
Md Mobasshir Arshed Naved
,
Chih-Hao Fang
,
Md. Osman Gani
,
Ananth Grama
,
Paul M. Griffin
,
Uzma Hasan
,
Sheikh Iqbal Ahamed
,
Mohammad Adibuzzaman
COMPSAC 2025
Readers:
Everyone
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction.
Emam Hossain
,
Muhammad Hasan Ferdous
,
Jianwu Wang 0001
,
Aneesh C. Subramanian
,
Md. Osman Gani
CoRR 2025
Readers:
Everyone
Leveraging Causal AI for Robust Treatment Policy Formulation: An Ensemble Causal Tree Approach with Expert Insights in Critical Care Decision-Making.
Uzma Hasan
,
Md. Osman Gani
,
Mohammad Adibuzzaman
,
Shravan Kethireddy
PerCom Workshops 2025
Readers:
Everyone
TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery
Muhammad Hasan Ferdous
,
Emam Hossain
,
Md. Osman Gani
CoRR 2025
Readers:
Everyone
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction
Emam Hossain
,
Muhammad Hasan Ferdous
,
Jianwu Wang
,
Aneesh C. Subramanian
,
Md. Osman Gani
CoRR 2025
Readers:
Everyone
View all 57 publications
Co-Authors
Ahmed J. Kattan
Akila Sampath
Amit Kumar Saha
Ananth Grama
Aneesh C. Subramanian
Aneesh Subramanian
Bushra Hossain
Casey O'Brien
Ce Zhang
Chih-Hao Fang
Chowdhury Mofizur Rahman
Chowdhury Sharif Hasan
David Chapman
Devon Dunmire
Drew Williams
Duc Do
Emam Hossain
Emily M. Olejniczak
Ethan Han
Farzana Rahman
G. M. Tanimul Ahsan
Golam Mushih Tanimul Ahsan
Hammad Younas
Hanna M. Noyce
Haoxiang Yu
View all 74 co-authors