Fourth Workshop on Multimodal AI · 11–12 June 2026 · UCL East Campus, London, UK
| Name | Title |
|---|---|
| Sesha Kiran Gonaboyina | Multimodal Telemetry Fusion for Intelligent RAN Operations: Integrating OSS, EDR, and Device Signals at National Scale |
| Tadiyos Hailemichael Mamo | Causality-Aware Multimodal Representation Learning for Heart Failure Risk Prediction from EHRs |
| Chidozie Managwu | A Hybrid Retrieval-Augmented Generation (RAG) and Language Model Framework for Evidence-Grounded Review Systems |
| Vaibhava Lakshmi Ravideshik | Predictive vs Discriminative Representation Learning in Multimodal Systems |
| Raneem Knaj | Multimodal AI for Mental Health Beyond Benchmark Datasets: Dataset Bias, Limited Ecological Validity, and the Gap Between Technical Performance and Real-World Clinical Utility |
| Omotayo Omoyemi | Multimodal AI for Accessible Communication and Digital Health: The AURA Framework |
| Bulugahapitiye Mohottalalage Amantha Viraj | A Synergistic Tri-Modal Framework for Alzheimer’s Disease Diagnosis Using Self-Supervised 3D Swin Transformer and LSTM with Gated Fusion |
| Jiayang Zhang | Computational Design of Grafted Motifs on Protein Scaffold |
| Ifedamola Adefisoye | Predicting Hiring Outcomes from Application Artifacts: A Multi-Modal Learning Approach |
| Hazrat Ali | Hyperglycaemic Event Prediction through Continuous Glucose Monitoring on Hardware Efficient Deep Learning |
| Hazrat Ali | Mask-conditioned synthetic prostate MRI volumes using a denoising diffusion probabilistic model |
| Yanni Sun | Multimodal analysis of 底层(‘bottom social stratum’) self-Representations on Kuaishou: A scalable video-based approach |
| Chidiebere Njoku | A Behaviour-Aware Multimodal AI System for Personalised Learning and Intelligent Educational Assistance |
| Shrankhla Pandey | Acoustic and Linguistic Speech Markers for Psychosis Severity Prediction |
| Misbah farooq | CMAT: Cross-Modal Attention-Weighted Triplet Loss for Multimodal Emotion Recognition |
| Satnam Surae | CANOPY - a multi-modal heterograph transformer model for biomanufacturing-relevant strain engineering |
| Zhenghua Chen | Rethinking Multimodal Spatial Understanding: From Language to Geometry |
| Xiang Li | From Lab to Market: Building Bridges for Multimodal AI Commercialisation |
| Baraa Al Jorf | How Effectively Can LLM Agents Synthesize Multimodal Clinical Data? |
| Faith Sodipe | A Unified Multimodal Deep Learning Architecture for Cross-Modal Understanding and Cross-Modal Support |
| Dhruv Menon | A chemical language model for reticular materials design |
| Dongsheng Wen | Kagome intermetallic database assembled by topology + geometry approach |
| Zixuan Huang | DiffMG-Trans: A Multimodal Framework for Safety-Critical Scenario Generation in Autonomous Vehicle Testing |
| Haoming Xiang | Data-Driven Resilience in Social Housing: Enhancing Retrofit Strategies via Physics-Informed AI |
| Lin Yuanbo Wu | A Multi-Agent Collaborative Framework for Wind Farm Operation and Maintenance with RAG-based Reasoning |
| Haili Ye | Multimodal Hypergraph Modelling of Structural-Functional Connectivity Coupling for Interpretable ADHD Brain Network Analysis |
| Jimin Lee | Closing the Loop on UI Bugs: A Multi-Agent Framework using Vision-Language Models for Automated UI Repair |
| Damith Senadeera | CoLoRSMamba: Conditional LoRA-Steered Mamba for Supervised Multimodal Violence Detection |
| Jonathan Carter | Next-Token Prediction Enables Scalable Learning of Sleep Physiology |
| Nicola Morley | Materials Informatics for Magnetostrictive Materials |
| Shweta Chaturvedi | Multi model AI and encrypted evidence: Reimagining whatsapp fornsics in india |
| Jingyu Hu | Probing and Fusion of Foundation Model Representations for Multimodal Cancer Analysis |
| Hansa Mukherjee | Dynamic Marine Protected Areas: Multimodal AI for Climate-Responsive Ocean Governance |
| Jiin Woei Lee | Linking Experimental and Computational Evidence in Biomaterials |
| Jiang Chang | Semantic-Guided Cross-Modal Alignment for Multimodal Depression Detection |
| Sakib Ahammed | Towards Fair and Semantic Coverage-Aware Learning for Underrepresented Visual Concepts |
| Pranjit Deka | A Multimodal AI Framework for Healthcare Signature Detection and Sensor Optimisation |
| Kewei Zhu | MOF in Water: Screening Water-Stable Metal-Organic Frameworks via ReadMOF diagram |
| Kewei Zhu | ReadMOF: Leveraging Systematic Chemical Nomenclature for Machine Learning Applications in Metal-Organic Frameworks |
| Francesco Murtas | Temporal Dynamics of Brain–Body Responses to Music: A Multimodal Analysis |
| Mohammod Suvon | Interpretable and flexible multimodal AI with high-fidelity modality knowledge transfer for low-cost assessment of cardiac haemodynamics |
| Jichun Li | An effective fragment-based dual conditional diffusion framework for molecular generation |
| Ricardo Valencia | Adapting multi-modal variational autoencoders for microbiome data |
| Arianna De Vecchi | A Multimodal Dataset for Cognitive Load, Stress, and Behaviour Analysis in a Collaborative Escape Room |
| Giuseppe Tripodi | Uncertainty-Aware Multimodal Cancer AI: A Conformal Prediction Study across Pathology and Genomics |
| Longdan Hao | Multimodal AI-Driven Framework for Automated Muscle Segmentation and NMD Diagnosis |
| Reed Naidoo | Generative Cross-Modal Alignment Between Morphological and Transcriptomic Representations of Cellular Perturbation |
| Farah Shamout | Multimodal AI for Patient-Centered Healthcare Technologies |
| Cristina Palmero | UDIVA-HHOI: A Multimodal Dataset for Context-Aware Multi-Actor Interaction Understanding |
| George Searle | Integrating ECG and PPG Features for Hypertension Detection Using Multimodal Deep Learning Approaches |
| Aman Jat | Assessing Equity Gaps in Artificial Intelligence Tools for Mental Health Diagnosis and Triage: A CPRD Cohort Study of 7.19 Million Adults with Multiple Long-Term Conditions |