Supervisor: Dr. Syed Imran Ali

An Ensemble Learning Approach towards Accurate Waste Segmentation in Cluttered Environment Jafar, Maimoona 2024 Explainable AI for Enhanced Medical Test Report Generation using Language Models Shahid, M. Fahad 2026 Granularity Meets Noise: Exploring Document–Proposition Combinations for LLM Question Answering Fatima, Syeda Tahreem 2025 Hallucination Detection and Mitigation in Language Models Zainab, Nabia 2025 Improving Performance of Intrusion Detection Systems using Machine Learning Techniques Zahid, Amna 2024 Instruction-Tuned Hybrid Summarization Using Large Language Models Hassan, Furqan 2025 Multi-modal Explanation Generation for Interpreting Deep Learning-based Medical Decision-making Fatima, Urooj 2025