ICML 2025 Workshop MusIML Submissions

Graph-Guided Prompting for Zero-Shot Multi-Hop Question Generation: Gains without Fine-Tuning, Limits without Adaptation
Samin Jamshidi, Morteza Mahdiani
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Does Compression Exacerbate Large Language Models' Social Bias?
Muhammad Athar Ganaie, Mohammed Adnan, Arfa Raja, Shaina Raza, Yani Ioannou
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
HALT-CoT: Model-Agnostic Early Stopping for Chain-of-Thought Reasoning via Answer Entropy
Yassir Laaouach
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Large Language Model Value Alignment via Multi-Stage Fine-Tuning and Expert-Annotated Supervision
Yan Sha, Shaokai Yang, Zhao DONG
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Oral
- Readers: Everyone
Crowdsourced Information Authentication: A Graph-based Model from the Science of Hadith
Ayoub Ghriss
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Oral
- Readers: Everyone
Network Inversion for Generating Confidently Classified Counterfeits
Pirzada Suhail, Pravesh Khaparde, Amit Sethi
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Stabilizing the Kuramoto–Sivashinsky Equation Using Deep Reinforcement Learning with a DeepONet Prior
Nadim Ahmed, Md. Ashraful Babu, Md Mortuza Ahmmed, M Mostafizur Rahman, Mufti Mahmud
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Interpretable Human Action Recognition: A CNN-GRU Approach with Gradient-weighted Class Activation Mapping Insights
Md. Sabir Hossain, Mufti Mahmud, Md Mahfuzur Rahman
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
A Dual Path Hybrid Convolutional Neural Network and Bidirectional Long-Short Term Memory Approach for PPG-Based Stress Monitoring
Md Santo Ali, Mohammod Abdul Motin, Mufti Mahmud
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
GazaVHR: AI-Driven Legally Grounded Conflict Harm Documentation
Nesibe Şebnem Paluluoğlu, Dilara Zeynep Gürer, Muhammed Furkan Akıncı, Mustafa Taha Kocyigit
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Evaluating Cumulative Spectral Gradient as a Complexity Measure
Haji Gul, Abdul Ghani Haji Naim, Ajaz A Bhat
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
AI Agents for Document Automation and Negotiation Between Buyers and Sellers
Muhammad Abdurrahman Ismath
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Making progress in Trustworthy AI using DeepMind’s AI Safety Gridworlds
Ahmed Ghoor, Jonathan P. Shock
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Machine Learning-Based Optimization of Site-Specific Fertilizer Recommendation
Oumnia Ennaji, Abdelghani Belgaid, Achraf El Allali
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Adaptive Creativity Evaluation through Multi-turn Dialogue Driven by Reinforcement Learning
Yan Sha, Shaokai Yang, Zhao DONG
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
DIVA: Diversity Assessment in Text-to-Image Generation via Hybrid Metrics
Md Younus Ahamed, Md Asif Bin Syed
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents
Mohammad Amaan Sayeed, Mohammed Talha Alam, Raza Imam, SHAHAB SAQUIB SOHAIL, Amir Hussain
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Efficient Graph Neural Architecture Search for Medical Imaging in Real-World Clinical Settings
Hadjer Benmeziane, Abderaouf GACEM, Kaoutar El Maghraoui, Sara Benmeziane
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II
Weiyu Ma, Jiwen Jiang, Haobo Fu, Haifeng Zhang
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Leveraging LLM-based sentiment analysis for portfolio optimization with proximal policy optimization
Kemal Kirtac
- Published: 19 Jun 2025, Last Modified: 12 Jul 2025
- 4th Muslims in ML Workshop co-located with ICML 2025 Oral
- Readers: Everyone