NeurIPS 2025 Past Other

5th Muslims in ML Workshop co-located with NeurIPS 2025

MusIML

Submission deadline
Sep 21, 2025, 11:59 UTC
imported from OpenReview — check the website for extensions
Submission portal
OpenReview
Notes
Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (59)

Fetched from OpenReview (v2) on 2026-06-10.

  1. A Dual-Branch Convolutional Neural Network with Gated Recurrent Units Network for Enhanced Multimodal Stress Monitoring from Wearable Physiological Signals

    Md Rokonuzzaman Mim, Md Santo Ali, Mohammod Abdul Motin, Mufti Mahmud · PDF
  2. A Multi-Criteria Complexity Evaluation of Cyberattack Detection Datasets in Industrial Control Systems

    Saddam Hussain, Ali Tufail, Abdul Ghani Haji Naim · PDF
  3. A Quantum Machine Learning Algorithm for Solving Binary Constraint Problems

    Sarah Chehade, Elaine Wong, Andrea Delgado · PDF
  4. Activation Matching for Explanation Generation and Circuit Discovery

    Pirzada Suhail, Aditya Anand, Amit Sethi · PDF
  5. ADAB: A Culturally-Aligned Automated Response Generation Framework for Islamic App Reviews by Integrating ABSA and Hybrid RAG

    K.M.Tahlil Mahfuz Faruk, Mushfiqur Rahman Talha, H. M. Kawsar Ahamad, Mohammad Galib Shams, Nabil Mosharraf Hossain, Syed Rifat Raiyan, Md Kamrul Hasan, Hasan Mahmud, Riasat Islam · PDF
  6. AH-Translit: A Multi-Domain Dataset and Benchmark for Arabic-to-Hindi Transliteration

    Vilal Ali, Mohd Hozaifa Khan, Bassam Adnan · PDF
  7. AlzFed-XAI: High-Fidelity Interpretable Alzheimer's Diagnosis with Privacy-Preserving Federated Learning

    Md. Abdur Rahman, Md. Tofael Ahmed Bhuiyan, Abdul Kadar Muhammad Masum · PDF
  8. An Explainable Hybrid Multimodal Model for Alzheimer's Disease Detection

    Md Siyamul Islam, Noushath Shaffi, Md Mahfuzur Rahman, Mufti Mahmud · PDF
  9. Benchmarking Generative AI on Quranic Knowledge

    Hamza Aljaji, Rawan Mohamed, Roaa Ibrahim, Abdallah Alkanani, Arwa Abdulhakim Elaradi, Ehsaneddin Asgari · PDF
  10. BIICK-Bench: A Bengali Benchmark for Introductory Islamic Creed Knowledge in Large Language Models

    Umar Hasan · PDF
  11. BLISS: Bandit Layer Importance Sampling Strategy for Efficient Training of Graph Neural Networks

    Omar Alsaqa, Linh Thi Hoang, Muhammed Fatih Balin · PDF
  12. Bridging Geomechanics and Machine Learning with Physics-Informed Neural Surrogates for Triaxial Soil Testing

    Minhaz Chowdhury, Azmine Toushik Wasi, Md Manjurul Ahsan · PDF
  13. Bridging Governance and Technology: Data, Models, and Responsibility in Regulation

    Shaina Raza, Mahveen Raza · PDF
  14. Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge

    Mohammad Ibrahim Köse, Qazi Arbab Ahmed, Thorsten Jungeblut · PDF
  15. Can LLMs Write Faithfully? An Agent-Based Evaluation of LLM-generated Islamic Content

    Abdullah Mushtaq, Rafay Naeem, Ezieddin Elmahjub, Ibrahim Ghaznavi, Shawqi Mohammed Al-Maliki, Mohamed Abdallah, Ala Al-Fuqaha, Junaid Qadir · PDF
  16. Can You See Me Think? Grounding LLM feedback in keystrokes and revision behaviour

    Samra Zafar · PDF
  17. Carbon Literacy for Generative AI: Visualizing Training Emissions Through Human-Scale Equivalents

    Mahveen Raza, Maximus Powers, Shaina Raza · PDF
  18. Complexity-based Analysis for Anomaly Detection in Industrial Control Systems

    Saddam Hussain, Ali Tufail, Abdul Ghani Haji Naim · PDF
  19. Context-Aware Extraction of Quranic References: A Hybrid Language Model- and Rule-Based Approach

    Alireza Sahebi, Mohammadmahdi Hemmatyar, Ehsaneddin Asgari · PDF
  20. Crafting Culturally Aligned Narratives: Large Language Models for Arabic Children's Story Generation

    Houssam Eddine Boukhalfa, Selma Mani, Larbi Said Chikh, HADJ AMEUR Mohamed Seghir, Ahmed Guessoum · PDF
  21. DeepLLR-CUSUM: Sequential Change Detection with Learned Log-Likelihood Ratios for Site Reliability Engineering

    Nadim Ahmed, Md. Mahmudul Hasan, Md. Ashraful Babu, Md Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud · PDF
  22. Differentiable Predictive Control for Precise Oxygen Level Maintenance for Critical Patients

    Azmine Toushik Wasi, Md Manjurul Ahsan · PDF
  23. DLAGF: Motion-Queried Cross-Attention Transformer Framework for Multimodal Cardiomyocyte Ageing Detection and Early Heart Failure Risk

    Md abu sufian · PDF
  24. Exploring the Utility of Large Language Models in Improving the Precision of Narrator Name Extraction

    Kaymaram, Shawn Nassabi, Ibrahim Akar · PDF
  25. Faithful Summarization of Consumer Health Queries: A Cross-Lingual Framework with LLMs

    Ajwad Abrar, Nafisa Tabassum Oeshy, Prianka Maheru, Farzana Tabassum, Tareque Mohmud Chowdhury · PDF
  26. FASL-Seg: Anatomy and Tool Segmentation of Surgical Scenes

    Muraam Abdel-Ghani, Mohamed Ahmed Mohamed Ali, Mahmoud Ahmed Mohamed Ali, Fatimaelzahraa Ali Ahmed, Muhammad Arsalan, Abdulaziz Al-Ali, Shidin Balakrishnan · PDF
  27. FirstAidQA: A Synthetic Dataset for First Aid and Emergency Response in Low-Connectivity Settings

    Rezwan Islam Salvi, Saiyma Sittul Muna, Md. Mushfiqur Rahman Mushfique, Ajwad Abrar · PDF
  28. From Proposals to Enactment: The Procedural Bottleneck in AI Safety Regulation

    Mansur Ali Khan, Ahmad A Rushdi, Mehmet Efe Akengin · PDF
  29. From Rules to Pixels: A Decoupled Framework for Segmenting Human-Centric Rule Violations

    Mohd Hozaifa Khan, Harsh Awasthi, Pragati Jain, Mohammad Ammar · PDF
  30. Hybrid CNN-Vision Transformer for Rabbit Gastric Dilation: Projection-Dependent Architectural Requirements in Veterinary Radiology

    Markus Clauss, Kerstin Müller, Marcus Clauss, Henning Richter · PDF
  31. Improving Arabic-English Translation for Humanitarian Response Efforts via Open LLMs with In-Context Learning

    Ying Tang, Ezzeldeen Khalil, Samia Skaik · PDF
  32. Islamic Chatbots in the Age of Large Language Models

    Muhammad Aurangzeb Ahmad · PDF
  33. IslamTrust: A Benchmark for LLMs Alignment with Islamic Values

    Abderraouf Lahmar, Md Easin Arafat, Zakarya Farou, Mufti Mahmud · PDF
  34. Large Vision Language Models as Algorithmic Reasoners for Multimodal Annotations

    Shaina Raza, Mahveen Raza · PDF
  35. Leveraging Multi-Task Learning for Detecting Aggression, Emotion, Violence, and Sentiment in Bengali Texts

    Shamima Afroz, Kawsar Ahmed, Mohammed Moshiul Hoque · PDF
  36. LLM Agent-Based Modeling for Zakat Policy Simulation in Islamic Finance

    Zaur Omarov, Roman Sultimov, Aleksandr Volkov, Yury Maximov · PDF
  37. LLMs and Islamic Fiqh: A Reliability Study Grounded in Maliki Jurisprudential Principles

    Alaa Alharbi, Nada Almarwani, Samah Aloufi · PDF
  38. MOSAIC: A Dataset for Cultural Dimension Evaluation in Arabic LLMs

    Nadhem Benhadjali, Seifeddine Hamdi, Istabrak Abbes, Safa Messaoud, Ines Arous · PDF
  39. Network Inversion for Uncertainty-Aware Out-of-Distribution Detection

    Pirzada Suhail, Rehna Afroz Shaik, Gouranga Bala, Amit Sethi · PDF
  40. QAS: A Composite Query-Attributed Score for Evaluating Retrieval-Augmented Generation Systems

    Maira Ata, Sumaira Saeed, Nida Saddaf Khan · PDF
  41. Qur’anic Phonemizer: Bringing Tajweed-Aware Phonemes to Qur’anic Machine Learning

    Ahmed Ibrahim · PDF
  42. Quran-MD: A Fine-Grained Multimodal Dataset of the Quran

    Muhammad Umar Salman, Mohammad Areeb Qazi, Mohammed Talha Alam · PDF
  43. Responsible Generative AI: A Review of Technical and Regulatory Frontiers

    Safiullah Kamawal, Shaina Raza, Rizwan Qureshi · PDF
  44. Riwaya-ID: Towards ML-powered Identification of Qur’anic Recitation Style from Audio

    A. Anas Chentouf · PDF
  45. Sentiment-augmented reinforcement learning for portfolio optimization with large language models

    Kemal Kirtac · PDF
  46. Sparse-Checklist Prompting for Arabic Grammar Tutoring: Fast, Token-Efficient Feedback

    Zayan Hasan · PDF
  47. Streaming k-Medoids for Fair and Scalable Patient Phenotyping under Memory Constraints

    Syed Ahmar Shah, Fatima Almaghrabi, Aziz Sheikh · PDF
  48. Surg-SegFormer: A Dual Transformer-Based Model for Holistic Surgical Scene Segmentation

    Fatimaelzahraa Ali Ahmed, Muraam Abdel-Ghani, Mahmoud Ahmed Mohamed Ali, Muhammad Arsalan, Abdulaziz Al-Ali, Shidin Balakrishnan · PDF
  49. Tabular Deep Learning vs Classical Machine Learning for Urban Land Cover Classification

    Muntasir Tabasum, Tanpia Tasnim, Md. Ekramul Islam, Al Zadid Sultan Bin Habib · PDF
  50. TajweedAI: A Hybrid ASR-Classifier for Real-Time Qalqalah Detection in Quranic Recitation

    Nabhan Mazid, Muaz Ahmad · PDF
  51. Technical vs Cultural: Evaluating LLMs in Arabic

    Ahmad A Rushdi · PDF
  52. The MENAValues Shared Task on Cultural and Multilingual Alignment

    Pardis Sadat Zahraei, Ehsaneddin Asgari · PDF
  53. The Singular Anchor: First Token Dominance in Large Language Model Attention Sinks

    Khurram Khalil · PDF
  54. The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks

    Sannaan Khan, Muhammad U. S. Khan · PDF
  55. Towards Explainable Segmentation of Complex Boundaries in Lung Nodule Detection

    MOHAMMAD ASIFUR RAHIM, Mufti Mahmud · PDF
  56. Towards Inclusive NLP: Evaluating LLMs on Low-Resource Indo-Iranian Languages

    Arta Modarres Kamaly · PDF
  57. Training-Time Explainability for Multilingual Hate Speech Detection: Aligning Model Reasoning with Human Rationales

    Muhammad Deedahwar Mazhar Qureshi, Sannaan Khan, Muhammad Atif Qureshi, Wael Rashwan · PDF
  58. Uncertainty-Diversity Ranking Coreset Selection for Efficient Spam Detection

    Aisha Hamad Hassan, Tushar Shinde · PDF
  59. X-TASAR: An Explainable Token-Selection Transformer Approach for Arabic Sign Language Alphabet Recognition

    Noushath Shaffi, Vimbi Viswan, Abdelhamid Abdesselam, Mufti Mahmud · PDF