Conference Program

Day 1: Monday, December 15, 2025
Plenary Session
Auditorium 0900 Hrs Guests to be seated
0910 Hrs National Anthem
0915 Hrs Recitation of the Holy Quran
0920 Hrs Welcome Address by General Chair
0930 Hrs Keynote Address: AI to Agentic AI – How to Be Future Ready by
Shoab A. Khan, Sir Syed CASE Institute of Technology, Pakistan
1015 Hrs Address by Guest of Honour
1025 Hrs Address by Chief Guest
1040 Hrs Presentation of the Conference Shields
1045 Hrs Refreshments
FIT 2025-Technical Sessions
Parallel Sessions 1, 2, 3, 4, 5 and 6
Session 1: Machine Learning and its Applications
Session Chair: Ashiq Anjum Track Chair: Usman Yaseen
Jinnah Hall (1st floor) 1110 – 1150 Invited Talk: Artificial Intelligence and Smart Cities: Challenges and Opportunities by Mohammad Ilyas, Florida Atlantic University, USA 
1150 – 1210 Learning from the Haze: Comparative Analysis of LSTM and Transformer Models for Predicting Smog-Forming Pollutants in Pakistan’s Urban Centers by Abduhu Khan, Hajra Mohsin, Qaiser Riaz
1210 – 1230 Optimizing Emotion Detection with Attention-Enhanced Convolutional Neural Networks by Israr Rehman, Zulfiqar Ali, Zahoor Jan
1230 – 1250 ConvSE for Multiple Sclerosis Lesion Segmentation by Abdul Wahab, Hafiz Muhammad Talha Ijaz, Basma Nasir, Zawar Hussain, Muhammad Nawaz
1250 – 1310 Forecasting Stock Market Fluctuations in Pakistan Using PyTorch TabNet by Muhammad Irfan Khan
1310 – 1410 Lunch & Prayers
Session 2: Natural Language Processing & Generative AI
Session Chair Ali Yavari Track Chair: Zoobia Rehman
Iqbal Hall (1st floor)     1110 – 1130 Towards Intelligent Tax Systems: Evaluating NLP Approaches for Pakistan’s Fiscal Needs by Muhammad Arsal, Hassan Ashfaq, Muhammad Ali Mahmood, Anas Ashfaq
1130 – 1150 CARGO: Citation-Aware Routing and Grounded Optimization for Faithful and Trustworthy Language Generation by Faiza Qamar, Seemab Latif, Mehwish Fatima
1150 – 1210 Safify: Knowledge-Graph Driven Gap Analysis for Compliance Intelligence by Faris Ejaz, Imran Khan, Sameed Khatri
1210 – 1230 Robust Parkinson’s Disease Screening from Speech via Self-Supervised Learning Models and Task-Wise Analysis by Maria Ahmad, Naima Iltaf
1230 – 1250 Detecting Human vs AI-Generated Text in Urdu: A Comparative Study of Deep Learning and Transformer Models by Shamyla Firdoos, Muhammad Sheraz Ul Hassan
1250 – 1310 Predictive Modeling of Alzheimer’s Disease Progression Using Multiomics and Neuroimaging Data with Transformer Architectures on the ADNI Dataset by Muhammad Azhar, Adeen Amjad, Mohammad Sultan Mahmud, Muhammad Sadiq, Zeshan Ali, Shafiq Hussain
1310 – 1410 Lunch & Prayers
Session 3: Deep Learning and Explainable AI
Session Chair: Azhar Imran Track Chair: Tehseen Zia
Liaqat Hall (3rd floor)   1110 – 1130 Small Object Detection with Super-Resolution Cascaded YOLOv4: An Average Precision Analysis by Sharaz Javed, Muhammad U.S. Khan, Irtiza Ali Khan, Maqsood Mahmud, Muhammad Tariq Saeed
1130 – 1150 PAUnet: Pyramidal Attention based Efficient Unet  for RGB Skin Dermatoscopic Image Enhancement by Javaria Tahir, Tahir Mustafa Madni, Uzair Iqbal Janjua
1150 – 1210 KD-PointNest4: A Knowledge Distillation Framework for Tomato Disease Classification Using Real and Synthetic Images Generated by DALL E 3 by Hafiz Ali Hamza Gondal, Rehan Akram, Quratulain Zahid
1210 – 1230 Attention-Driven Multimodal Deep Learning Architecture for Violence Detection in Ride-Sharing Safety Systems by Ayesha Arshad, Muhammad Sohail, Muhammad Danish, Qazi Mazar Ul Haq, Noor Ul Wara
1230 – 1250 DermaSpectraNet: An EfficientNet-B1 CNN for Precise Multiclass Skin-Disease Detection by Yáred Iessé Bustillo Medina, Ali Gohar, Talha Ali Khan, Raja Hashim Ali, Shan Faiz
1250 – 1310 Effcient Autonomous Navigation in Dynamic Indoor Environment Using VLP-16 LiDAR and Sensor Fusion with Twin Delayed Deep Deterministic Policy Gradient by Seher Seher, Sibghat Ullah Bazai, Muhammad Imran Ghafoor, Uzair Aslam Bhatti, Muhammad Aadil Siddiqui
1310 – 1410 Lunch & Prayers
Session 4: Remote Sensing and Geospatial Information Technology
Session Chair: Javed iqbal Track Chair:  Farooq Iqbal Buzdar
Nishtar Hall (3rd floor)   1110 – 1150 Invited Talk: From a Simple Disc to the Digital Cosmos: A Journey in Environmental Sensing by Majid Nazeer, The Hong Kong Polytechnic University (PolyU), Hong Kong
1150 – 1210 Generation of Optimized Digital Surface Model through Deep Learning Technique with High-Resolution UAV Data by Umaid Rafaqat, Muhammad Hamid Ch, Muhammad Hassan Khan, Sami Ullah Khan, Qudsia Gulzar, Urooj Saeed
1210 – 1230 Linking Coastal Water Quality to Blue Carbon Ecosystems Health: A Case Study from Hong Kong by Majid Nazeer, Chung Ching Ho, Man Sing Wong, Tahir Sattar
1230 – 1250 Optimized Grid Routing via Satellite-Derived Road Networks in GPS-Denied Environments by Khizer Tariq, Ali Awais Safdar, Syed Usman Ali Shah, Momina Moetesum
1250 – 1310 Deep Feature Extraction with Pretrained CNNs for Sorghum Leaf Disease Classification Using SVM by Muhammad Saood Sarwar, Shahzaib Ur Rehman
1310 – 1410 Lunch & Prayers
Session 5: Computer Vision and Image processing
Session Chair: Andrew Ware Track Chair: Basit Raza
Sir Syed Hall (3rd floor)   1110 – 1150 Invited Talk: Upskilling medical professionals in developing economies through Virtual Reality (VR) by Andrew Ware, University of South Wales, UK
1150 – 1210 Exploring Convolutional Neural Networks for Rice Grain Classification: An Explainable AI Approach by Muhammad Junaid Asif, Hamza Khan, Rabia Tehseen, Syed Tahir Hussain Rizvi, Mujtaba Asad, Shazia Saqib, Rana Fayyaz Ahmad
1210 – 1230 Deep Learning-Based Real-Time Burn Severity Analysis using Android-Based Deployment by Aaiza Nadeem, Bushra Bashir, Irum Matloob
1230 – 1250 Beyond the Naked Eye: Automated Delivery Analysis in Cricket with Computer Vision by Muhammad Shoaib Ahmad, Muhammad Shoaib Ahmad
1250 – 1310 Automated Mitosis Detection in Breast Cancer Histopathology Images Using Deep Learning by Umair Makhdoom, Usman Ali Shams, Sadia Noureen, Jichuan Xiong, Muhammad Qasim Mehmood
1310 – 1410 Lunch & Prayers
Session 6: Tutorial
Johar Hall (3rd floor)   1110 – 1310 Introduction to Agentic AI and Blockchain Fundamentals by Muhammad Farrukh Shahid, Shahbaz Siddiqui, Sameer Misbah
1310 – 1410 Lunch & Prayers
Parallel Sessions 7, 8, 9, 10, and 11
Session 7: Cyber Security and Privacy
Session Chair: Arif ur Rahman Track Chair: Nadir Shah
Sir Syed Hall (3rd floor) 1420 – 1440 Machine Learning-Based Malware Classification in Real-Time IoT Scenarios by Arslan Rafi, Attaullah Buriro, Muhammad Azfar Yaqub, Antonio Liotta
1440 – 1500 A Multi-Level Software Supply Chain Security Defense System for Cloud-Native and High-Performance Computing Environments by Yuping Wu
1500 – 1520 Gone But Not Forgotten: Forensic Recovery of Disconnected USB-Sourced Images from Volatile Memory by Syed Shayan Hussain
1520 – 1540 Android Malware Detection Against Adversarial Attacks Using Machine Learning by Anmol Tanveer, Arshad Ali
1540 – 1600 Cloud–Edge Deep Ensemble Framework for Malware Detection Using Grayscale Binary Images in Smart City Endpoint Systems by Maram Fahaad Almufareh, Zulfiqar Ahmad, Mamoona Humayun, Aisha Pervez, Tariq Umer, Momina Shaheen
1600 – 1620 Leveraging Blockchain for Transparent and Trustworthy E-Certificate Verification System by Munazza Bibi, Shahid Mehmood, Abdullah Khan, Faseeh Ur-Rehman, Muhammad Danish
1620 – 1640 Agentic AI for Cybersecurity: Explainable Graph Neural Networks with Federated and Reinforcement Learning for Threat Prediction and Mitigation by Muhammad Saeed, Hina Shafique, Haseena Manzoor, Muhammad Ibrar, Muhammad Javed, Arbab Kanwal
1640 – 1700 Ransomware detection using machine learning approaches by Ayesha Bashir, Nargis Bibi, Muhammad Nazeer
1700 – 1720 Refreshments
Session 8: Data Science & Advance Analytics
Session Chair: Mehwish Waheed Track Chair: Gulmina Rextina
Nishtar Hall (3rd floor)     1415 – 1500 Invited Talk: Metasurfaces for Next-Gen Applications: A Platform for Communication, Sensing, Imaging, and Sustainable Energy Innovations by Muhammad Zubair, University of Leicester, UK
1500 – 1520 The Impact of Late-Night Phone Use on Sleep and Mental Health: The Role of Behavioral Adaptation Strategies by Abdullah Musharaf, Nafil Yasir, Faisal Bukhari
1520 – 1540 Mitigating Multicollinearity in Player Churn Prediction Using Supervised Learning and Independent Component Analysis by Syeda Seerat Zahra Naqvi, Hameedur Rahman Rahman, Laiba Maqsood
1540 – 1600 ShadeGAN: Conditional GAN-Based Synthetic Shade Generation in Aerial Imagery by Jawaria Azam, Raja Sarmad Ishtiaq, Nusrat Shaheen and Umar Nauman
1600 – 1620 Process Mining in Healthcare: Data Standards, KPIs, and Expert Involvement in Emergency Care Across Developed and Developing Countries by Krupa Srinivas, Faiza Bukhsh, Jeewanie Jayasinghe Arachchige
1620 – 1640 LLM-Powered Protein Classification: A Deep Learning Framework for Kinases, Phosphatases, and Transmembrane Proteins by Syed Salman Ali Zaidi, Muhammad Hassan Shahbaz, Ali Zain Sharif, Sania Urooj
1700 – 1720 Refreshments
Session 9: Remote Sensing and Geospatial Information Technology
Session Chair: Javed iqbal Track Chair:  Farooq Iqbal Buzdar
Liaqat Hall (3rd floor)     1415 – 1500 Invited Talk: Remote Sensing: A Powerful Technique for Understanding Qadrat ka Nazaam Imran Mehdi, California Institute of Technology / Microwave Theory and Technology Socieity (MTT-S)
1500 – 1520 From Pixels to Policy: Data-Driven Framework for Quantifying Environmental Risk through Multi-Criteria GIS Modeling and Validation using ANNOVA and Post Tukey’s HSD Test in Gujranwala District, Pakistan by Sehrish Quddoos, Ayesha Naz
1520 – 1540 Enhancing Methane Plume Quantification via Anisotropic Diffusion by Bilal Ahmad, Asad Munir, Giacomo Benini
1540 – 1600 A Composite Remote Sensing based Agricultural Drought Monitoring Index using Stacked Machine Learning by Sana Arshad, Safwan Mohammed
1600 – 1620 AFM-Transformer: Adaptive CNN-Transformer for Hyperspectral Remote Sensing Image Classification by Weiyi Li, Ghulam Farooque, Muhammad Majid Hussain, Fazeel Abid, Luo Yunqing, Waqar Ali
1700 – 1720 Refreshments
Session 10: Next generation communication systems, High-Performance and Cloud Computing
Session Chair: Nosherwan Shoaib Track Chair: Syed Junaid Nawaz
Jinnah Hall (1st floor)   1415 – 1500 Invited Talk: How 6G will be Enabled? by Qammer H. Abbasi, University of Glasgow, UK
1500 – 1520 TeraRIS NOMA-MIMO Communications for 6G and Beyond Industrial Networks by Ali Raza, Muhammad Farhan Khan, Zeeshan Alam, Muhammad Saad, Ilyas Saleem, Muhammad Ahmed Mohsin, Muhammad Ali Jamshed
1520 – 1540 Text-Independent Speaker Recognition and Audio Integrity Verification in Next-Generation Communication Networks using MFCCs and Machine Learning by Mehak Arshid, Muhammad Raees Azam, Muhammad Danyal, Sardar Muhammad Gulfam
1540 – 1600 Quantum-Inspired Ant Colony Optimization for Task Scheduling in Edge Environment by Zartasha Rafique, Nargis Bibi, Nazeer Muhammad
1600 – 1620 Delay-Doppler Domain Hopping-Assisted OTFS for Secure 6G Communication by Kashif Latif, Adnan Hanif, Syed Khurram Mahmud
1620 – 1640 Solving the N-Queens Puzzle: A Performance Study of Classical and Metaheuristic Algorithms by Liana Mikhailova, Syed Ghazi Abbas, Raja Hashim Ali, Muhammad Imad
1640 – 1700 Phase Noise Modeling and Performance Impact Analysis in Sub-THz Bands by Muhammad Adil, De Sanctis Mauro, Rossi Tommaso, Syed Junaid Nawaz, Cianca Ernestina
1700 – 1720 Refreshments
Session 11: Water Informatics and Communication Technology
Session Chair: Niaz Ahmed, Summera Fehmi Track Chair: Muhammad Abid
Iqbal Hall (1st floor)   1415 – 1500 Invited Talk: Dynamic underwater acoustic channel analysis and modelling by Liu Songzuo
1500 – 1520 Dam break analysis using HEC-RAS A case study of Chahan Dam by M. Farhan Ahsan, Usman Ali Naeem, Saad Alam Shah, Muhammad Usman Ashraf
1520 – 1540 From Hazard to Resource: GeoAI and VES-Based Analysis for Flood-Driven Aquifer Recharge in Dera Ghazi Khan Division, Pakistan by Sehrish Quddoos, Muhammad Hamad Zahoor, Umair Bin Nisar, Siddique Akhtar Ehsan
1540 – 1600 Performance of RCA4 and REMO in downscaling temperature and precipitation for future climate projections over Pakistan under CORDEX framework by Shahbaz Mehmood, Qudsia Zafar
1600 – 1620 Design and Implementation of ROV in real environments by Muhammad Wafa Haider, Niaz Ahmed, Irfan Ullah, Muzzammil Khattak
1620 – 1640 A Deep Learning Framework for Imbalanced Bioacoustic Call-Type Classification Using Focal Loss and SMOTE by Ali Raza, Gang Qiao, Lei Li, Mubeen Javed, Muhammad Allah Rakha, Muhammad Bilal, Albert Patrick Sankoh, Shabnam Javed
1700 – 1720 Refreshments

Day 2: Tuesday, December 16, 2025

Parallel Sessions 12, 13, 14, 15, 16 and 17

Session 12: Software Engineering
Session Chair: Muhammad Tanvir Afzal Track Chair: Javed Iqbal
Nishtar Hall (3rd floor) 0900 – 0920 Legal-Ethical Learning for Sustainable Transformation of 6G Software Technology by Muhammad Azeem Akbar, Saima Rafi, Sarmad Saleem, Arif Ali Khan, Abdullah Ghaffar
0920 – 0940 Readiness Modeling for Agentic AI in 6G Software Businesses: A Layered Maturity Perspective by Muhammad Zohaib, Muhammad Azeem Akbar, Sami Hyrnsalmi, Arif Ali Khan
0940 – 1000 Liveness of Polygon Migration Contract using PAT Model Checker by Raeesa Mukhtar Ahmad, Nazir Ahmad Zafar, Hamra Afzaal
1000 – 1020 Enhancing Software Defect Prediction using Multi-Head Attention Transformers with Synthetic Oversampling by Mustajab Hussain, Muhammad Imran, Tufail Muhammad, Rubab Hafeez
1020 – 1040 Artificial Intelligence based Orchestration of Containerized Microservices for Autonomous Vehicles by Areej Bashir, Ehzaz Mustafa, Mazhar Ali
1045 – 1100 Refreshments
SSession 13: Deep Learning and Explainable AI
Session Chair: Muhammad Bilal Track Chair: Tehseen Zia
Liaqat Hall (3rd floor) 0900 – 0940 Invited Talk: An mruby-Based Framework for Efficient IoT Application Development to Accelerate Digital Transformation, by Kazuaki Tanaka, Kyushu Institute of Technology, Japan
0940 – 1000 End-to-End Detection and Generative Modelling of Exoplanet Transits Using Recurrent Neural Networks by Ilnaza Saifutdinova, Aiman Darakhshan, Muhammad Imad, Raja Hashim Ali
1000 – 1020 LMBT-Net: A Lightweight MobileNet-Based Framework for Brain Tumor Classification via Knowledge Distillation and Model Compression by Aqsa Naseer, Shah Khalid, Hafiz Syed Muhammad Bilal Ali, Muhammad Khuram Shahzad, Farzana Jabeen
1020 – 1040 An LLM-based Neuro-symbolic Approach for Designing Fuzzy Logic Controllers by Faiqa Rashid, Yin Long
1045 – 1100 Refreshments
Session 14: Computer Vision and Image processing
Session Chair: Andrew Ware Track Chair: Basit Raza
Jinnah Hall (1st floor) 0900 – 0920 Explainable AI for Parkinson’s Disease Detection: A CNN Approach Using Spiral Handwriting Images by Kaab Mohammed Arzoo, Aiman Darakhshan, Raja Hashim Ali, Umme Rabab SyedAnu
0920 – 0940 Efficient and Robust Blood Cell Classification using a Deep Learning-based HemoCytoNet by Muhammad Waseem Malik, Hameed Ullah Khan
0940 – 1000 A Deep Learning based Approach to detect Early Cardiac Vascular Disease from ECG Signals by Umer Imtiaz, Umer Rashid, Muddassira Arshad
1000 – 1020 Interpretable Deep Learning for Musculoskeletal Radiograph Classification Using ResNet, DenseNet, and Explainable AI Methods by Adeel Ahmed, Uzair Iqbal Janjua, Muhammad Abu Baker, Syed Qasim Ali Shah
1020 – 1040 Deep BlinkNet: A Hybrid CNN–ConvLSTM Model with Eye-Guided Attention for Detecting Blinks in Sign Language Videos by Carla Miquel Blasco, Allah Bux Sargano, Margaux Susman, Carl Borstell, Vadim Kimmelman
1045 – 1100 Refreshments
SSession 15: Natural Language Processing & Generative AI
Session Chair: Usama Ijaz Bajwa Track Chair: Zoobia Rehman
Iqbal Hall (1st floor) 0900 – 0920 CIFNet: A Cognitive-Inspired Fake News Detection Network for Urdu and English Multimodal Content by Yasir Hussain, Sabeen Masood, Nida Adnan
0920 – 0940 Gesture Vox: PSL to Voice System by Hassan Ali Irtaza, Numaira Atif, Amna Bushra, Mohsin Kamal, Nazia Perwaiz, Sana Sehar
0940 – 1000 Hybrid MCTS and Greedy Beam Search for Chunk Optimization in RAG by Shehla Farooq, Rayyan Shakoori, Naima Iltaf, Ihtesham Ul Islam
1000 – 1020 Multi-label Emoji prediction on an Urdu Twitter dataset using Deep Learning by Touqeer Abbas, Muhammad Ahsan Aziz, Khalid Saleem, Fatima Tuz Zuhra
1020 – 1040 Can Large Language Models Reliably Extract Jurisdictional Variations? An Empirical Study on UK Statutory Texts by Safia Kanwal, Livio Robaldo, Hafsa Dar, Davide Liga, Joseph Anim
1045 – 1100 Refreshments
SSession 16: Machine Learning and its Applications
Session Chair: Saman Shahid Track Chair: Usman Yaseen
Sir Syed Hall (3rd floor) 0900 – 0940 Invited Talk: Human Oversight in Algorithmic Decision-Making within Industry 4.0 Systems by Mehwish Waheed, Université Paris-Saclay, France
0940 – 1000 Credit Scoring based on the Class Balancing and Random Subspace based Ensemble Learning by Saeed Mian Qaisar, Rabia Qaisar, Usman Haider, Fatima Khaid
1000 – 1020 Smart Prosthetic Fitting: An AR-Enhanced Machine Learning Approach for Patient-Centered Customization by Fahd Ahmad, Ahmed Abdullah, Abdul Arham, Momina Moetesum, Nazia Perwaiz
1020 – 1040 A RAG Based Clinical Chatbot with Bayesian Reasoning and LLMs Evaluation by Rabeea Sohail, Sohail Iqbal
1045 – 1100 Refreshments
SSession 17: Tutorial
Johar Hall (3rd floor) 0900 – 1045 Emerging Technologies for Next-generation Healthcare by Muhammad Umar Khan, Maleeha Azam, Humaira Ayub
1045 – 1100 Refreshments
Parallel Sessions 18, 19, 20, 21 and 22
SSession 18: Deep Learning and Explainable AI
Session Chair: Azhar Imran Track Chair: Tehseen Zia
Liaqat Hall (3rd floor) 1105 – 1145 Invited Talk: Agentic AI and the Next Evolution of Digital Twins by Ashiq Anjum, University of Leicester, UK
1145 – 1205 CMuA-Net: Context‑Aware Multi‑Attention U‑Net with ConvLSTM Blocks by Hafsa Batool, Basma Nasir, Hafiz Muhammad Talha Ijaz, Muhammad Nawaz, Zawar Hussain
1205 – 1225 Facial Micro-Expression-Based Deepfake Detection Using Temporal Convolutional Networks by Rabia Kanwal, Noureen Hameed, Shakeel Saeed
1225 – 1245 Managing Model Transformations Complexity in Blended Modeling Environments using Explainable Artificial Intelligence by Misbah Mehboob Awan, Muhammad Waseem Anwar, Wasi Haider Butt, Farooque Azam
1245 – 1305 Data-Driven Forecast-Integrated Model Predictive Control for Demand and Generation Balancing Using Temporal Deep Neural Networks by Osama Rafi, Saghir Ahmad, Sidra Mumtaz
1305 – 1400 Lunch & Prayers
SSession 19: Cyber Security and Privacy
Session Chair: Muazzam Ali Khan Khattak Track Chair: Nadir Shah
Sir Syed Hall (3rd floor) 1105 – 1145 Invited Talk: Security Evaluation of Modern Computing Infrastructure for Sustained Digital Transformation by Khurram Bhatti, University of Exeter, UK
1145 – 1205 ZAID: Zero Trust Architecture and AI-Driven IDS: A Machine Learning Framework for Secure Cloud Storage and Data Integrity by Haseena Manzoor, Muhammad Waleed Ashraf, Muhammad Saeed, Muhammad Ibrar, Majid Hussain, Abdul Rauf
1205 – 1225 A Context-Aware Adaptive Differential Privacy for Privacy-Aware Users in Mobile Crowd Sensing by Iqra Tabassum, Muhammad Imran Ghafoor, Uzair Aslam Bhatti, Saira Akram, Shafi Ullah, Sibghat Ullah Bazai
1225 – 1245 Indoor Environment Using VLP-16 LiDAR and Sensor Fusion with Twin Delayed Deep Deterministic Policy Gradient by Seher Seher, Sibghat Ullah Bazai, Muhammad Imran Ghafoor, Uzair Aslam Bhatti, Muhammad Aadil Siddiqui
1245 – 1305 Parameter-Efficient Fine-Tuning of Compact Language Models for Professional LinkedIn Post Generation by Lovepreet Kaur, Muhammad Zaid Mohsin, Raja Hashim Ali, Umme Rabab Syed
1305 – 1400 Lunch & Prayers
SSession 20: PhD Symposium
Panel: Adnan Sohail, Hikmat Ullah Khan, Saman Shahid Track Chair: Tassawar Iqbal
Nishtar Hall (3rd floor) 1105 – 1125 Graph-Transformer-Based Static Analysis for Race Conditions in Java Microservices by Mehran Yousaf, Muddassar Azam Sindhu
1125 – 1145 An Expert System for Efficient Performance Testing by Idrees Ahmad
1145 – 1205 Agentic Workflow with LangChain and NLP for by Umar Aftab, Muhammad Wasif Nisar
1205 – 1225 BOLT-GAN: A Multivariate Time-Series Data Generator by Hira Zahid, Tariq Mahmood
1225 – 1245 LLM-Based Framework to Detect Suicidal Ideation and Depression with Integrated Psychoeducational Support by Sara Shafique
1245 – 1305 Discussion
1305 – 1400 Lunch & Prayers
SSession 21: Machine Learning and its Applications
Session Chair: Usama Ijaz Bajwa Track Chair: Usman Yaseen
Iqbal Hall (1st floor) 1105 – 1145 Invited Talk: Eye on 5G and beyond, by Ali Yavari, Swinburne University of Technology, Australia
1145 – 1205 Pixel-Based Glacial Change Monitoring Across Hindu Kush, Karakoram, & Himalayan Ranges by Muhammad Sameer Amjad, Muhammad Jamshaid Ghaffar, Usama Athar, Muhammad Moazam Fraz
1205 – 1225 Surrogate-Assisted Multi-Objective Optimization of Axial Flux Permanent Magnet Machines Using Machine Learning and Genetic Algorithm by Mudassar Sajid, Faisal Khan, Shoaib Azmat, Khizer Rafique, Wasiullah Khan
1225 – 1245 A Data-Driven Hybrid DNN–Residual Tree XGBoost Model with Comparative Assessment for Smart Grid Load Forecasting by Osama Rafi, Saghir Ahmad, Zain Shahid, Muhammad Hamad Ahmad
1245 – 1305 A Comparative Analysis of the Algorithms DFS, Hill Climbing, Simulated Annealing, and Genetic Algorithm for Solving the N-queens Problem by Daria Carlberg, Ali Raza, Raja Hashim Ali, Talha Ali Khan, Shan Faiz
1305 – 1400 Lunch & Prayers
SSession 22: Computer Vision and Image processing
Session Chair: Andrew Ware Track Chair: Basit Raza
Jinnah Hall (1st floor) 1105 – 1125 Optimizing Diagnostic Accuracy: Ensemble Learning Approaches for Clinical Dermatological Image Classification by Sher Khan, Raz Muhammad, Adil Hussain
1125 – 1145 Radixpert: A Staged Adaptation and Hierarchical Fusion Framework for Radiology VLMs by Muhammad Abdul Rafey Farooqi, Areeb Ahmad Chaudhry, Muhammad Yasir Ghaffar, Nazia Perwaiz, Hashir Moheed Kiani
1145 – 1205 AI-Driven Real-Time Roadmark Detection for Pakistan’s Urban Traffic Management: A YOLOv11s Approach by Zupash Awais, Ahmad Arsalan, Muhammad Haseeb Ur Rehman
1205 – 1225 Real-Time American Sign Language Recognition Using EfficientNetV2S: A Transfer Learning Approach with Webcam-Based Interface by Andino Fiallos Diego Miguel, Ali Faisal, Talha Ali Khan, Raja Hashim Ali, Shan Faiz
1225 – 1245 Few-Shot Learning for Object Detection in Low-Resource Environment by Hammad Ali, Ayesha Jamshaid, Iqra Pervaiz, Nimra Bari
1245 – 1305 Bias-Mitigation and Multi-Task Deep Learning for Facial Attribute Prediction Across Demographics by Boxuan Chen, Aiman Darakhshan, Raja Hashim Ali, Umme Rabab Syed
1305 – 1400 Lunch & Prayers
Keynote Address
Auditorium 1415 – 1500 Delivering Health and Wellbeing solutions within smart environments through AI enabled IoT by Chris Nugen, Ulster University, Ireland
Closing Ceremony
Auditorium 1500 Hrs Recitation of the Holy Quran
1505 Hrs Conference Report by Program Chair
1515 Hrs Address by Chair IEEE Islamabad Section
1520 Hrs Address by the Rector CUI
1540 Hrs Address by the Guest of Honour
1550 Hrs Address by the Chief Guest
1605 Hrs Vote of Thanks by General Chair
1610 Hrs Presentation of the Best Paper Award and Conference Shields
1620 Hrs Refreshments

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