Publications

Journal articles, conference papers, and preprints — newest first. 18 citations on Google Scholar.

2026

CVPR

Unsupervised Multi-scale Segmentation of Cellular Cryo-electron Tomograms with Stable Diffusion Foundation Model

Mostofa Rafid Uddin , H.M. Shadman Tabib , Thanh-Huy Nguyen , Kashish Gandhi , Min Xu

CVPR 2026 Main Track, 2026 Accepted (Highlight and Award Candidate)

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arXiv

DeCoDrift: Stabilizing Decoder Coupling in Closed-Loop Foundation Segmentation

H.M. Shadman Tabib , Md. Shamsuzzoha Bayzid , M. Sohel Rahman

arXiv preprint, 2026

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arXiv

Spectral Forensics of Diffusion Attention Graphs for Copy-Move Forgery Detection

H.M. Shadman Tabib , Tasriad Ahmed Tias , Nafis Tahmid

arXiv preprint, 2026

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arXiv

Bengali-Loop: Community Benchmarks for Long-Form Bangla ASR and Speaker Diarization

H.M. Shadman Tabib , others

arXiv preprint, 2026

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2025

BIB

Localization of Macromolecules in Crowded Cellular Cryo-electron Tomograms from Extremely Sparse Labels

Mostofa Rafid Uddin , H.M. Shadman Tabib * , Ajmain Yasar Ahmed * , Md Toki Tahmid , Md Zarif Ul Alam , Zachary Freyberg , Min Xu

Briefings in Bioinformatics, 2025 Accepted

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NeurIPS Workshop

NEUROSKY-EPI: The First Open Single-Electrode Epilepsy EEG Dataset with Context-Aware Modeling

H.M. Shadman Tabib , Md. Hasnaen Adil , Ayesha Rahman , Ahmmad Nur Swapnil , Maoyejatun Hasana , A.B.M. Alim Al Islam

NeurIPS 2025 Workshop on Time Series for Health (TS4H), 2025 Accepted

OpenReview
UW-Madison

Contextualized Machine Learning: Towards Adaptive, Interpretable, and Generalizable AI Systems

Ben Lengerich , Caleb Ellington , Sazan Mahbub , H.M. Shadman Tabib , others

UW–Madison Research Project, 2025

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arXiv

Study on Locomotive Epidemic Dynamics in a Stochastic Spatio-Temporal Simulation Model on a Multiplex Network

H.M. Shadman Tabib * , Jaber Ahmed Deedar * , K.M. Ariful Kabir

arXiv preprint, 2025

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arXiv

SpectraSentinel: Lightweight Dual-Stream Real-Time Drone Detection, Tracking and Payload Identification

Shahriar Kabir , Istiak Ahmmed Rifti , H.M. Shadman Tabib , Mushfiqur Rahman , Sadatul Islam Sadi , Hasnaen Adil , Ahmed Mahir Sultan Rumi , Ch. Md. Rakin Haider

arXiv preprint, 2025

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arXiv

Toward Trustworthy Difficulty Assessments: Large Language Models as Judges in Programming and Synthetic Tasks

H.M. Shadman Tabib , Jaber Ahmed Deedar

arXiv preprint, 2025

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2024

IJNLC

End-to-End Bangla AI for Solving Math Olympiad Problem Benchmark

H.M. Shadman Tabib , Jaber Ahmed Deedar

International Journal of Natural Language Computing (IJNLC), 2024 Accepted

arXiv
NSyS

Breast Cancer Detection Using Semi-Supervised Learning: Multimodal Data Integration and Comparative Demographic Analysis

H.M. Shadman Tabib , Mst. Fahmida Sultana Naznin , Sadatul Islam Sadi , Md. Hasnaen Adil , Zarin Tasnim Oishi , M. Sohel Rahman

11th International Conference on Networking, Systems, and Security (NSyS), 2024 Accepted as Poster

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OpenReview

Exploring Livelihood Dynamics and Policy Interventions in Mangrove Social-Ecological Systems with Agent-Based Modeling: A Mesa Framework Approach

Anik Saha , H.M. Shadman Tabib , M. Sohel Rahman

OpenReview preprint, 2024

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