Istanbul Technical University

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 about 1 month ago

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

nislamsm  authored a paper about 1 month ago

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

nislamsm  authored a paper about 2 months 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

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Team members 28