Poster session – 8 September
Submission ID | Title | Authors |
| 7 | Pattern recognition in SARS cases: insights from t-SNE and k-means clustering applied to COVID-19 symptomatology | Márjory Da Costa-Abreu (Sheffield Hallam University); Julliana Gonçalves Marques (UFRN); Bruno Motta de Carvalho (UFRN); Luiz Affonso Guedes (UFRN) |
| 8 | Composing Kernel Models with Self-Attention | Carey Bunks (Queen Mary University of London); Simon Dixon (Queen Mary University of London); Bruno Di Giorgi (Apple) |
| 11 | Digital Pathology Scanners and Contextual Integrity | Ricky Li (University of Warwick); Tom Sorell (University of Warwick) |
| 14 | WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultra-Resolution in Remote Sensing | Yue Shi (Manchester Meteropolitan University); Liangxiu Han (Manchester Metropolitan University); Darren Dancey (Manchester Metropolitan University); Lianghao Han (Brunel University) |
| 20 | Optimising AI/ML methodology for bioimaging | Ben Powell (University of York) |
| 37 | CHARIOT: A prediction-under-intervention model for cardiovascular disease primary prevention | Alexander Pate (University of Manchester); Matthew Sperrin (University of Manchester) |
| 46 | Participatory Harm AuditingWorkbenches and Methodologies (PHAWM): Ensuring Artificial Intelligence is Safe and Trustworthy | Simone Stumpf (University of Glasgow); Patrizia Di Campli San Vito (University of Glasgow); Cari Hyde-Vaamonde (King’s College London); Gefion Thuermer (King’s College London); Ayah Soufan (Strathclyde University); Yashar Mosfeghi (Strathclyde University); Amy Rechkemmer (King’s College London); Elena Simperl (King’s College London) |
| 50 | Bandgap Prediction of 2D Materials using Gradient Boosted Feature Selection | Ben Rowlinson (University of Edinburgh); Subramanian Ramamoorthy (University of Edinburgh); Jacqueline Cole (University of Cambridge); Themis Prodromakis (University of Edinburgh) |
| 51 | Treatment effect extrapolation in the presence of unmeasured confounding | Stephanie Riley (University of Manchester); Ricardo Silva (University College London); Matthew Sperrin (University of Manchester) |
| 58 | Modelling Multi-phase Cardiac Anatomy with Generative Deep Learning | Thalia Seale (University of Oxford); Blanca Rodriguez (University of Oxford); Vicente Grau (University of Oxford); Abhirup Banerjee (University of Oxford) |
| 62 | Representing Clinical Conditions on Vital Signs from Healthy Individuals using Latent Modeling | Rafael Pina (Loughborough University London); Varuna De Silva (Loughborough University London); Mindula Illeperuma (Loughborough University London) |
| 66 | Dirichlet latent modelling enables effective learning and sampling of the functional protein design space | Evgenii Lobzaev (The University of Edinburgh); Giovanni Stracquadanio (University of Edinburgh) |
| 68 | Automated Construction of Phase Change Material Databases Using Novel Graph Data Recognition Techniques | Young-ok Cha (Queen Mary University of London); Yang Hao (Queen Mary University of London) |
| 69 | Machine Learning Pipeline for Novel High Entropy Carbides | Hewanahennadige Ishan Fernando (Queen Mary University of London); Yang Hao (Queen Mary University of London) |
| 70 | Application of Generative Artificial Intelligence to Utilise Unstructured Clinical Data for Acceleration of Inflammatory Bowel Disease Research | Alex Kadhim (University of Southampton); Zachary Green (University of Southampton); Iman Nazari (University of Southampton); Jonathan Baker (University Hospital Southampton NHS Foundation Trust); Michael George (University Hospital Southampton NHS Foundation Trust); Ashley Heinson ( University Hospital Southampton NHS Foundation Trust); Bhumita Vadgama (University Hospital Southampton NHS Foundation Trust); Matt Stammers (University Hospital Southampton NHS Foundation Trust); Christopher Kipps ( University Hospital Southampton NHS Foundation Trust); R Mark Beattie (University Hospital Southampton NHS Foundation Trust); James Ashton (University of Southampton); Sarah Ennis (University of Southampton) |
| 77 | Tool Detection in Laparoscopic Datasets for Surgical Training | Omar Choudhry (University of Leeds); Sharib Ali (University of Leeds); Dominic Jones (University of Leeds) |
| 79 | Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media | Jenny Chim (Queen Mary University of London); Jiayu Song (Queen Mary University of London); Maria Liakata (Queen Mary University of London) |
| 82 | ARTificial Intelligence: Show Me a Story about AI | Liz Dowthwaite (University of Nottingham); Pepita Barnard (University of Nottingham); Sarah Kiden (University of Southampton); Eike Schneiders (University of Southampton); Deborah Olukan (King’s College London); Imke van Heerden (King’s College London); Joshua Kelsall (University of Warwick); Aisling Third (The Open University) |
| 88 | AI-assisted engineering of synthetic mitochondria targeting sequences in yeast | Raymond Wan (University of Manchester); Kewin Gombeau (University of Manchester); Yizhi Cai (University of Manchester) |
| 93 | 3D ReX: Causal Explanations in 3D Neuroimaging Classification | Melane Navaratnarajah (King’s College London); Sophie Martin (University College London); David Kelly (King’s College London); Nathan Blake (King’s College London); Hana Chockler (King’s College London) |
| 95 | A modular pipeline for interpretable prediction of antimicrobial resistance (AMR) from single-residue mutations | Jennifer Wood (London School of Hygiene and Tropical Medicine) |
| 98 | Advancing Beyond CMOS: A Data-Driven Design Approach for Next-Generation Logic Devices – An Overview | Santhosh Sivasubramani (University of Edinburgh); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University); Themis Prodromakis (University of Edinburgh) |
| 99 | Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering | Zhanghao Hu (King’s College London) |
| 104 | Beyond Text: Multi-Modal LLM in Human Robot Interaction | Aamir Ahmad Ansari (University of Southampton); Sarvapali D. Ramchurn (University of Southampton); Tuyen Nguyen (University of Southampton) |
| 105 | Evaluating Synthetic Data Generation from User Generated Text | Jenny Chim (Queen Mary University of London); Julia Ive (Queen Mary University of London); Maria Liakata (Queen Mary University of London) |
| 106 | Multi-Modal Aggregation for Event Identification using Human Physiological Signals in Care Homes | Lokesh Singh (University of Southampton); Jayati Deshmukh (University of Southampton); Athina Georgara (University of Southampton); Tuyen Nguyen (University of Southampton); Shoaib Ehsan (University of Southampton); Sarvapali D. Ramchurn (University of Southampton) |
| 108 | Temporal reasoning for timeline summarisation in social media | Jiayu Song (Queen Mary University of London) |
| 121 | Numerical-Symbolic Learning from Biomedical Data | Daniel Cyrus (University of Surrey); Dany Varghese (University of Surrey); Alireza Tamaddoni-Nezhad (University of Surrey) |
| 122 | CulturAI: Informing Cultural Alignment for Text-to-Image Generators | Oriane Peter (King’s College London); Sarah Kiden (University of Southampton); Tayyaba Azim (University of Southampton); Maira Klyshbekova (King’s College London); Gisela Reyes Cruz (University of Nottingham); Damian Eke (University of Nottingham); Aislinn Bergin (University of Nottingham); Maria Waheed (University of Nottingham) |
| 129 | Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification | Mahmud Akhter (Queen Mary University of London) |
| 133 | Interactive writing systems and why small(er) could be more beautiful | Ibukun Olatunji (Swansea University) |
| 134 | Rethinking Lived Experience in Chronic Illness: Navigating Bodily Doubt with Consumer Technology in Atrial Fibrillation Self-Care | Rachel Keys (University of Bristol); Paul Marshall (University of Bristol); Aisling Ann O’Kane (University of Bristol) |
| 135 | Integrating Technology into Self-Management Ecosystems: Young Adults with Type 1 Diabetes in the UK using Smartwatches | Sam Gordon James (University of Bristol); Aisling Ann O’Kane (University of Bristol) |
| 136 | A Hybrid Analytical–Machine Learning Model for BioFET Simulation | Nicholas Smoliak (University of Glasgow) |
| 137 | Score Before You Speak: Improving Persona Consistency in Dialogue Generation using Response Quality Scores | Arpita Saggar (University of Leeds); Jonathan C. Darling (University of Leeds); Vania Dimitrova (University of Leeds); Duygu Sarikaya (University of Leeds); David C. Hogg (University of Leeds) |
| 143 | Modeling Subjectivity in Cognitive Appraisal with Language Models | Yuxiang Zhou (King’s College London); Hainiu Xu (King’s College London); Desmond C Ong (The University of Texas at Austin); Maria Liakata (Queen Mary University of London); Petr Slovak (King’s College London); Yulan He (King’s College London) |
| 144 | The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis | Yuxiang Zhou (King’s College London); Jiazheng Li (King’s College London); Yanzheng Xiang (King’s College London); Hanqi Yan (King’s College London); Lin Gui (King’s College London); Yulan He (King’s College London) |
| 148 | Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs | Shuang Ao (University of Southampton); Yi Dong (University of Liverpool); Jinwei Hu (University of Liverpool); Sarvapali Ramchurn (University of Southampton) |
| 159 | Towards Human-Machine Learning of Safe and Legal Autonomous Navigation | Dany Varghese (University of Surrey); Daniel Cyrus (University of Surrey); James Trewern (University of Surrey); Alfie Anthony (University of Bath); Alan Hunter (University of Bath); Alireza Tamaddoni-Nezhad (University of Surrey) |
| 161 | Linking large language models to agents’ state variables: A UK housing agent based model application | Yahya Gamal (University of Glasgow); Alison Heppenstall (University of Glasgow); Corinna Elsenbroich (University of Glasgow); Nigel Gilbert (University of Surrey) |
| 164 | Electron Device Data Extraction: A Modular Approach for Extracting FinFET Parameters Using NLP and LLMs | Chandrabhan Singh Kushwah (University of Edinburgh); Merlyne M De Souza (University of Sheffield); Bipin Rajendran (King’s College London); Themis Prodromakis (University of Edinburgh) |
| 181 | CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation | Zhenyi Shen; Hanqi Yan (King’s College London); Linhai Zhang (King’s College London); Zhanghao Hu (King’s College London); Yali Du (King’s College London); Yulan He (King’s College London) |
| 185 | The AI Shift Spectrum: A Sociotechnical Reconceptualization of AI Performance in Healthcare | Niccolò Tempini (University of Exeter); James Lowe (University of Exeter) |
| 191 | Leveraging Parameterised PINN for RL-Based Optimal Controls in Electronic Devices | Massimiliano Tamborski (University of Edinburgh); Chandrabhan S Kushwah (University of Edinburgh ); Atish Dixit (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 192 | Electronic Circuit Optimization With Graph and Sheaf Neural Networks | Eva Hita Sogorb (University of Edinburgh); Cristian Sestito (University of Edinburgh); Alexandros D. Keros (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 193 | AI-Driven Inverse Design of Gate Dielectrics | A. Y. K. Abusalem (University of Edinburgh); Joydeep Ghosh (University of Edinburgh); Atish Dixit (University of Edinburgh) |
| 194 | Assessing the Viability of Machine Learning Interatomic Potential Models for Predicting Thermal Properties of Semiconductors | Issa Saddiq (University of Edinburgh); Shashank Mishra (University of Edinburgh); Ben D. Rowlinson (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 195 | Carrier Mobility-Conditioned Material Design | Jamie Clements (University of Edinburgh); Ben Rowlinson (University of Edinburgh); Alexandros Keros (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 196 | Smart Report Parser for FPGA-Oriented EDA Tools | Jingyi Li (University of Edinburgh); Pratibha Verma (University of Edinburgh); Cristian Sestito (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 197 | AI-Driven Correction of TCAD Simulations: A Data-Driven Calibration Engine for Single-Photon Avalanche Diodes (SPADs) | Mohannad al-Najjar (University of Edinburgh); Chandrabhan S Kushwah (University of Edinburgh); Alexandros Keros (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 198 | LLM-Driven Bit-Accurate Functional Verification for Digital Circuit Design | Shu Gu (University of Edinburgh); Cristian Sestito (University of Edinburgh); Chandrabhan Kushwah (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |
| 199 | Uncertainty Quantification and Validation of Neural Network Models of Complex Physics | Zofia Wilk (University of Edinburgh); Ben Rowlinson (University of Edinburgh); Shashank Mishra (University of Edinburgh) |
| 200 | Integrating Multi-Physics Modelling and Machine Learning in Spintronics: Enhancing Micromagnetic Simulations through Automation | Anuoluwa Adeleye (University of Edinburgh. ); Santhosh Sivasubramani (University of Edinburgh.); Joydeep Ghosh (University of Edinburgh.); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University.); Themis Prodromakis (University of Edinburgh) |
| 201 | Machine Learning for Skyrmion Dynamics under Multi-physics Coupling: Enhancing Micromagnetic Simulations through Automation | Junjian Chi (the University of Edinburgh); Santhosh Sivasubramani (University of Edinburgh); Joydeep Ghosh (University of Edinburgh); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University); Themis Prodromakis (University of Edinburgh) |
| 202 | Advancing beyond CMOS: TCAD Modelling for Circuit Optimization and System Deployment | Sara Somani (University of Edinburgh); Santhosh Sivasubramani (University of Edinburgh); Pratibha Verma (University of Edinburgh); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University); Themis Prodromakis (University of Edinburgh) |
| 203 | Threshold Voltage Prediction of Nano-scaled Transistors Using Random Forest Regressor | Joydeep Ghosh (University of Edinburgh); Themis Prodromakis (University of Edinburgh); Ankit Dixit (University of Glasgow); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University) |
| 205 | Language Model-Guided Automation for Memristor-Based Analog Accelerator Design | Pratibha Verma (University of Edinburgh); Vihar Georgiev (University of Glasgow); Rishad Shafik (Newcastle University); Themis Prodromakis (University of Edinburgh) |
| 206 | Data-Driven Design of Polymer Nanocomposites for Electronic Applications | Shashank Mishra (University of Edinburgh); Atish Dixit (University of Edinburgh); Jacquelin Cole (University of Cambridge); Subramanian Ramamoorthy (University of Edinburgh); Themis Prodromakis (University of Edinburgh) |