Publications

Peer Reviewed Publication.

Conference Papers

[Harmfulness Propagation Dynamics: Layer-wise Trajectories of Adversarial Intent in Large Language Models]

Noor Islam S. Mohammad, Uluğ Bayazıt

2026 · ICML

PDF arXiv Code
[Paper Title Goes Here]

[Your Name], [Coauthor A]

[Conference Year]

OpenReview
[Paper Title Goes Here]

[Coauthor A], [Your Name]

[Conference Year]

DOI

Journal Papers

EdgeDetect: Adaptive Gradient Compression with Homomorphic Aggregation for Privacy-Preserving Federated Intrusion Detection

Noor Islam S. Mohammad, Mahmudul Hasan

IEEE Transactions on Information Forensics and Security (IEEE TIFS)

Under Review

PDF arXiv Code Project Supplementary BibTeX
HERALD: Harmfulness Propagation Dynamics and Layer-wise Trajectories of Adversarial Intent in Large Language Models

Noor Islam S. Mohammad, Uluğ Bayazıt

Transactions on Machine Learning Research (TMLR)

Under Review

PDF arXiv OpenReview Code Project Poster Slides BibTeX

Workshop Papers

HERALD: Harmfulness Propagation Dynamics and Layer-wise Trajectories of Adversarial Intent in Large Language Models

Noor Islam S. Mohammad, Uluğ Bayazıt

ICML 2026 · Statistical Frameworks for Uncertainty in Agentic Systems

PDF arXiv OpenReview Code Project Poster Slides BibTeX
SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization

Noor Islam S. Mohammad, Uluğ Bayazıt

ACL 2026 · Proceeding of 6th Workshop on Trustworthy NLP (TrustNLP)

PDF arXiv OpenReview Code Project Poster Slides BibTeX
Coherence Under Commitment: Probing Generalization and Vacuous Memorization in LLM Logical Reasoning

Noor Islam S. Mohammad, M. Hasan

ICML 2026 · Workshop on Efficient Multimodal Question Answering

PDF arXiv OpenReview Code Project Poster Slides BibTeX
MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions

Noor Islam S. Mohammad, T. Sheikh

ICML 2026 · 6th Muslims in Machine Learning (MusIML) Workshop

PDF arXiv OpenReview Code Project Poster Slides BibTeX
The Faithfulness Gap: Certifying Semantic Equivalence Between Natural-Language and Formal Mathematical Statements

Noor Islam S. Mohammad, T. Sheikh

ICML 2026 · 6th Muslims in Machine Learning (MusIML) Workshop

PDF arXiv OpenReview Code Project Poster Slides BibTeX
Harmfulness Propagation Dynamics: Layer-wise Trajectories of Adversarial Intent in Large Language Models

Noor Islam S. Mohammad, Uluğ Bayazıt

ICML 2026 · Mechanistic Interpretability Workshop

PDF arXiv OpenReview Code Project Poster Slides BibTeX
CausalScene: Typed Causal Scene Graphs for Counterfactual Physical Reasoning with a Path to Video LLMs

Noor Islam S. Mohammad, Uluğ Bayazıt

CVPR 2026 · Workshop on Video Large Language Models

PDF arXiv OpenReview Code Project Poster Slides BibTeX
R³DC: Reliability-Guided Reveal-to-Revise Depth Completion for Cross-Domain Sparse Perception

Noor Islam S. Mohammad, Uluğ Bayazıt

CVPR 2026 · Workshop on 3D Geometry Generation for Scientific Computing

PDF arXiv OpenReview Code Project Poster Slides BibTeX

Preprints & Under Review

CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification

Noor Islam S. Mohammad

Research Preprint (Early Career)

PDF arXiv Code Project Poster BibTeX
Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning

Noor Islam S. Mohammad,Uluğ Bayazıt

Research Preprint (Early Career)

PDF arXiv OpenReview Code Project BibTeX
Data Scheduling Algorithm for Scalable and Efficient IoT Sensing in Cloud Computing

Noor Islam S. Mohammad

Research Preprint (Early Career)

PDF arXiv Code Project BibTeX
SafeLM: A Comprehensive Framework for Safe and Trustworthy Large Language Models

Noor Islam S. Mohammad,Uluğ Bayazıt

Research Preprint (Early Career)

PDF arXiv Code BibTeX
Hierarchical Spatial Algorithms for High-Resolution Image Quantization and Feature Extraction

Noor Islam S. Mohammad

Research Preprint (Early Career)

PDF arXiv Code Project BibTeX
EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection

Noor Islam S. Mohammad, et al.

Research Preprint (Early Career)

PDF arXiv Code BibTeX
DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation

Noor Islam S. Mohammad, Md. Muntaqim Meherab.

Research Preprint (Early Career)

PDF arXiv Code Project BibTeX
Breaking the Temporal Complexity Barrier: Bucket Calculus for Parallel Machine Scheduling

Noor Islam S. Mohammad

Research Preprint (Early Career)

PDF arXiv Code Project BibTeX