IROS'26
Rank A
SUREFlow: State-space Uncertainty-aware REsidual Flow Matching for Robust Robot Manipulation
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2026)
Research Fellow · Brain AI Lab, Kyungpook National University
Md Tanvir Islam
Researching robot manipulation, computer vision, and multimedia security with publications at IROS, ICCV, WACV, ACM MM, ACCV, and IEEE TII. Full bio ↬
Robot Manipulation Computer Vision Image Enhancement Multimedia Security
📢 Research Updates
- June 2026 Robot Manipulation paper is accepted at IROS'26 (Rank A).
- Apr 2026 Registered one US Patent on child monitoring and risk management.
- Apr 2026 One paper is accepted at IEEE Transactions on Industrial Informatics (TII) (IF: 9.8 | Top 5%).
- Mar 2026 Published in Biomedical Signal Processing and Control (IF: 5.7 | SCIE) as corresponding author.
- Jan 2026 Book chapter is published in Cybersecurity for Healthcare Systems in the Internet of Medical Things Era (Academic Press).
- Dec 2025 Registered one US Patent.
- Nov 2025 One paper is accepted at WACV'26 (Rank A).
- Sept 2025 Registered one Korean Patent.
- Aug 2025 One paper is accepted at CIKM'25 (Rank A).
- Aug 2025 Paper published in Alexandria Engineering Journal (SCIE | IF: 6.8 | Top 5%).
- July 2025 Two of our papers are accepted at ACM MM'25 (Rank A*).
- June 2025 One paper got accepted at ICCV'25 (Rank A*).
- Apr 2025 Our 3rd U.S. Patent is registered.
- Apr 2025 One paper is accepted at ICMR'25 (Rank B).
- Apr 2025 Joined as Research Intern at Brain AI Lab, KNU, South Korea.
- Feb 2025 Our 2nd U.S. Patent is registered.
- Mar 2025 Published in Engineering Applications of Artificial Intelligence (SCIE | IF: 8.0 | Top 10%).
- Feb 2025 1st U.S. Patent is registered.
- Jan 2025 One paper is accepted at The Web Conference, WWW'25 (Rank A*).
- Jan 2025 Paper published in Alexandria Engineering Journal (SCIE | IF: 6.8 | Top 5%).
- Dec 2024 Received the prestigious Academic Excellence Award from NIIED, South Korea.
- Dec 2024 One paper got acceptance from ACCV'24 (Rank B).
- Oct 2024 One paper got acceptance from ACM MM'24 (Rank A*).
- Feb 2023 Received scholarship from Pai Chai University, South Korea.
- Mar 2022 Received the prestigious Global Korea Scholarship (GKS).
- Dec 2018 Completed graduation with 1st Merit Position from NWU, Bangladesh.
🔬 Research Highlights
ACCV'24
Rank B
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond
Asian Conference on Computer Vision (ACCV 2024)
ACM MM'24
Rank A*
HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing
Proceedings of the 32nd ACM Multimedia (ACM MM 2024), Melbourne, Australia
WACV'26
Rank A
SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026)
ICCV'25
Rank A*
SpecGuard: Spectral Projection-based Advanced Invisible Watermarking
International Conference on Computer Vision (ICCV 2025)
AEJ
IF: 6.8 | SCIE | Top 5%
2025
MEXFIC: A Meta Ensemble eXplainable Approach for AI-Synthesized Fake Image Classification
Alexandria Engineering Journal
🏆 Awards & Honors
2024
Academic Excellence Award
NIIED, Government of South Korea
2023
Scholarship
Pai Chai University, South Korea
2022
Global Korea Scholarship (GKS)
Government of South Korea
2018
1st Merit Position (Graduation)
North Western University (NWU), Bangladesh
💼 Experience
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Apr 2025 — Present
Doctoral Research Fellow
Brain AI Lab, Kyungpook National University (KNU), South Korea
Research in Robot Manipulation under the supervision of Prof. Sangtae Ahn. Joined as Research Intern in April 2025.
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During MS
Graduate Research Assistant
VIS2KNOW Lab, Sungkyunkwan University (SKKU), South Korea
Research on image dehazing, image enhancement, and invisible watermarking under the supervision of Prof. Khan Muhammad.
🎓 Education
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2025 — Present
Ph.D. (ongoing)
Kyungpook National University (KNU), South Korea
Doctoral research fellow at the Brain AI Lab.
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M.S. in Computer Science and Engineering
Sungkyunkwan University (SKKU), South Korea
Graduate Research Assistant at the VIS2KNOW Lab. Global Korea Scholarship (GKS) awardee.
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Graduated Dec 2018
B.Sc.
North Western University (NWU), Bangladesh
Completed graduation with 1st Merit Position.
🧑⚖️ Academic Service
Conference Reviewer
- ACCV — Asian Conference on Computer Vision
- CoRL — Conference on Robot Learning
- BMVC — British Machine Vision Conference
Journal Reviewer
- IEEE Transactions on Image Processing
- IEEE Journal of Biomedical and Health Informatics
- IEEE Open Journal of the Computer Society
- Pattern Recognition
- Information Fusion
- Engineering Applications of Artificial Intelligence
- Alexandria Engineering Journal
- PLOS Digital Health
- PLOS ONE
- Smart Agricultural Technology
- The Imaging Science Journal