Md Abdul Kadir

Researcher, IML, German Research Center for Artificial Intelligence

Joined

January 2023

Names

Md Abdul Kadir (Preferred)

Emails

****@dfki.de (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

IML, German Research Center for Artificial Intelligence (dfki.de)

2019 – Present

MS student

CS, Universität des Saarlandes (uni-saarland.de)

2016 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Daniel Sonntag

2018 – 2023

Expertise

XAI

Machine Learning

2021 – Present

Publications

Concept-Guided Dictionary Learning for Interpretable Concept Extraction and Attribution in Large Vision–Language Models
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
- Submitted to ICLR 2026
- Readers: Everyone
AuditCopilot: Leveraging LLMs for Fraud Detection in Double-Entry Bookkeeping
Md Abdul Kadir, Sai Suresh Macharla Vasu, Sidharth S. Nair, Daniel Sonntag
- GenAI in Finance Poster
- Readers: Everyone
A User Interface for Explaining Machine Learning Model Explanations
Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IUI Companion 2023
- Readers: Everyone
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency
Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- KI 2023
- Readers: Everyone
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency
Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust
Md Abdul Kadir, Fabrizio Nunnari, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- MICCAI (2) 2023
- Readers: Everyone
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images
Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag
- Published: 01 Jan 2021, Last Modified: 05 Nov 2023
- CD-MAKE 2021
- Readers: Everyone