Ahmed Abdulaal

19 papers A* 5C 1Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Balancing Act: Diversity and Consistency in Large Language Model Ensembles.
ICLR
Ahmed Abdulaal, Chen Jin, Nina Montaña Brown, Aryo Pradipta Gema, Daniel C. Castro, Daniel C. Alexander, Philip Alexander Teare, Tom Diethe, Dino Oglic, Amrutha Saseendran
2025 J jnl
Connectomics Informed by Large Language Models.
CoRR
Elinor Thompson, Tiantian He, Anna Schroder, Ahmed Abdulaal, Alec Sargood, Sonja Soskic, Henry F. J. Tregidgo, Daniel C. Alexander
2025 — conf
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations.
EMNLP (Findings)
Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Alexander Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran
2025 J jnl
LLM enhanced graph inference for long-term disease progression modelling.
CoRR
Tiantian He, An Zhao, Elinor Thompson, Anna Schroder, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander
2024 J jnl
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation.
CoRR
Ahmed Abdulaal, Hugo Fry, Nina Montaña Brown, Ayodeji Ijishakin, Jack Gao, Stephanie L. Hyland, Daniel C. Alexander, Daniel C. Castro
2024 A* conf
Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning.
ICLR
Ahmed Abdulaal, Adamos Hadjivasiliou, Nina Montaña Brown, Tiantian He, Ayodeji Ijishakin, Ivana Drobnjak, Daniel C. Castro, Daniel C. Alexander
2024 J jnl
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations.
CoRR
Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran
2024 J jnl
Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data.
CoRR
Ayodeji Ijishakin, Ana Lawry Aguila, Elizabeth Levitis, Ahmed Abdulaal, André Altmann, James Cole
2024 A* conf
Dynamic Pricing for Multi-Retailer Delivery Platforms with Additive Deep Learning and Evolutionary Optimization.
KDD
Ahmed Abdulaal, Ali Polat, Hari Narayan, Wenrong Zeng, Yimin Yi
2024 J jnl
Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis.
CoRR
Ayodeji Ijishakin, Adamos Hadjivasiliou, Ahmed Abdulaal, Nina Montaña Brown, Florence Townend, Edoardo Gioele Spinelli, Massimo Fillipi, Federica Agosta, James Cole, Andrea Malaspina
2023 — conf
A Coupled-Mechanisms Modelling Framework for Neurodegeneration.
MICCAI (8)
Tiantian He, Elinor Thompson, Anna Schroder, Neil P. Oxtoby, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander
2023 J jnl
A coupled-mechanisms modelling framework for neurodegeneration.
CoRR
Tiantian He, Elinor Thompson, Anna Schroder, Neil P. Oxtoby, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander
2023 J jnl
Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder.
CoRR
Ayodeji Ijishakin, Ahmed Abdulaal, Adamos Hadjivasiliou, Sophie Martin, James Cole
2023 A* conf
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery.
NeurIPS
Nina Montaña Brown, Shaheer U. Saeed, Ahmed Abdulaal, Thomas Dowrick, Yakup Kilic, Sophie Wilkinson, Jack Gao, Meghavi Mashar, Chloe He, Alkisti Stavropoulou, Emma Thomson, Zachary M. C. Baum, Simone Foti, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson
2021 J jnl
COVID-19 Prognostic Models: A Pro-con Debate for Machine Learning vs. Traditional Statistics.
Frontiers Digit. Health
Ahmed Al-Hindawi, Ahmed Abdulaal, Timothy M. Rawson, Saleh A. Alqahtani, Nabeela Mughal, Luke S. P. Moore
2021 A* conf
Practical Approach to Asynchronous Multivariate Time Series Anomaly Detection and Localization.
KDD
Ahmed Abdulaal, Zhuanghua Liu, Tomer Lancewicki
2021 Misc conf
Real-Time Synchronization in Neural Networks for Multivariate Time Series Anomaly Detection.
ICASSP
Ahmed Abdulaal, Tomer Lancewicki
2020 J jnl
Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes.
BMC Medical Informatics Decis. Mak.
Ahmed Abdulaal, Aatish Patel, Esmita Charani, Sarah Denny, Saleh A. Alqahtani, Gary W. Davies, Nabeela Mughal, Luke S. P. Moore
2016 C conf
A Fuzzy Genetic Algorithm Classifier: The Impact of Time-Series Load Data Temporal Dimension on Classification Performance.
ICMLA
Ahmed Abdulaal, Shihab S. Asfour