Istanbul Technical University

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https://itu.edu.tr/en/

AI & ML interests

Machine learning, deep learning, computer vision, artificial intelligence, natural language processing, and large language models are key areas of modern intelligent systems.

Recent Activity

nislamsm authored a paper 10 days ago

SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization

nislamsm authored a paper 10 days ago

Coherence Under Commitment: Probing Generalization and Vacuous Memorization in LLM Logical Reasoning

nislamsm authored a paper 20 days ago

MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions

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Papers

SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models

EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection

View all Papers

authored 2 papers 10 days ago

SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization

Paper • 2606.24259 • Published 15 days ago

Coherence Under Commitment: Probing Generalization and Vacuous Memorization in LLM Logical Reasoning

Paper • 2606.21083 • Published 19 days ago

authored 2 papers 20 days ago

MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions

Paper • 2606.16562 • Published 23 days ago

The Faithfulness Gap: Certifying Semantic Equivalence Between Natural-Language and Formal Mathematical Statements

Paper • 2606.16541 • Published 23 days ago

authored a paper 3 months ago

SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models

Paper • 2604.16606 • Published Apr 17

submitted a paper to Daily Papers 3 months ago

EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection

Paper • 2604.14663 • Published Apr 16 • 3

authored a paper 3 months ago

EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection

Paper • 2604.14663 • Published Apr 16 • 3

updated a Space 3 months ago

Istanbul Technical University (ITU)

İTÜ — Engineering & AI research university, Istanbul

published a Space 3 months ago

Istanbul Technical University (ITU)

İTÜ — Engineering & AI research university, Istanbul

authored a paper 4 months ago

Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning

Paper • 2603.10377 • Published Mar 11 • 3

submitted a paper to Daily Papers 4 months ago

Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning

Paper • 2603.10377 • Published Mar 11 • 3

authored 2 papers 4 months ago

Regularized Meta-Learning for Improved Generalization

Paper • 2602.12469 • Published Apr 23

Breaking the Temporal Complexity Barrier: Bucket Calculus for Parallel Machine Scheduling

Paper • 2602.01356 • Published Feb 1

authored 5 papers 9 months ago

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

Paper • 2510.17018 • Published Apr 7 • 1

Reveal-to-Revise: Explainable Bias-Aware Generative Modeling with Multimodal Attention

Paper • 2510.12957 • Published Apr 7

Hierarchical Spatial Algorithms for High-Resolution Image Quantization and Feature Extraction

Paper • 2510.08449 • Published Oct 9, 2025

Data Scheduling Algorithm for Scalable and Efficient IoT Sensing in Cloud Computing

Paper • 2508.04334 • Published Aug 6, 2025

DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation

Paper • 2508.08900 • Published Aug 12, 2025