Publications & Research Projects

Publications

2025

Conferences

Fang Z, Xiang L, Cai X, Zhou K, Wen H. "FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation", International Conference on Machine Learning (ICML), 2025.
Xiang L, Nguyen-Tri Q, Nguyen LC, Pham H, Than K, Tran-Thanh L, Wen H. "DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle", International Conference on Learning Representations (ICLR), 2025.
Wang J, Guan Y, Chen C, Zhou L, Yang LT, Gu S. "On Improving PPG-Based Sleep Staging: A Pilot Study", ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2025.
Chen Y, Jiang Y, Zhou L, Cao J, Guan Y, Yang M, Guo Q. "Engage for All: Making Ordinary Image Descriptions Appealing Again!", International Conference on Computer Vision (ICCV), 2025.
Chen Y, Jia J, Lu J, Li S, Guan Y, Yang M, Guo Q. "VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions", Annual Meeting of the Association for Computational Linguistics (ACL), 2025.
Han Y, Guo Q, Pan L, Liu L, Guan Y, Yang M. "Dynfocus: Dynamic cooperative network empowers llms with video understanding", Computer Vision and Pattern Recognition Conference (CVPR), 2025.
Abdallah B, Raza SE, Sanchez V. "Edge-guided monocular absolute depth estimation with diffusion-based refinement", IEEE International Conference on Image Processing (ICIP), 2025.
Leyva R, Shen G, Bahadir O, Sanchez V, Guha T. "Boosting Tiny Face Detection in Videos with an Integral Score Framework", IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2025.
He H, Xie H, You H, Sanchez Silva V. "Semi-ViM: bidirectional state space model for mitigating label imbalance in semi-supervised learning", International Conference on Computer Vision (ICCV), 2025.
Xie H, He H, Fu B, Sanchez V. "GrDT: Towards Robust Deepfake Detection using Geometric Representation Distribution and Texture", Winter Conference on Applications of Computer Vision (WACV), 2025.
He H, Xie H, Shen G, Fu B, You H, Sanchez Silva V. "4S-Classifier: empowering conservation through semi-supervised learning for rare and endangered species", IEEE Computer Society (CS), 2025.
Stamnas S, Sanchez V. "DiffFake: Exposing Deepfakes using Differential Anomaly Detection", Winter Conference on Applications of Computer Vision (WACV), 2025.
Noolkar A, Sanchez V. "Simultaneous Multi-Object Multi-Camera Trajectory Forecasting (SMO-MCTF)", Winter Conference on Applications of Computer Vision (WACV), 2025.
Weiler T, Paluch R, Kirschsieper D, Procter R, Ortega Roman DH, Syed HA, Tellioglu H, Hochwarter S, Lichtenegger K, Müller C. "Negotiating Extra Work: A Reflection on Participatory Research Practices in Healthcare", EUSSET Conference on Computer Supported Cooperative Work (ECSCW), 2025.
Zhang M, Yu W. "UPPR+: Scaling Uncertain Personalised PageRank Computation on Billion-Sized Graphs with Mutually Exclusive Edges", International ACM Conference on Research and Development in Information Retrieval (SIGIR), 2025.
Yu W. "SimEdge: A Scalable Transitivity-Aware Graph-Theoretic Similarity Model for Capturing Edge-to-Edge Relationships", ACM on Web Conference (WWW), 2025.
Jiang J, Tang H, Jiang Z, Yu W, Wu D. "ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling", AAAI Conference on Artificial Intelligence (AAAI), 2025.
Sun Z, Li J, Pergola G, He Y. "Exddi: Explaining drug-drug interaction predictions with natural language", AAAI Conference on Artificial Intelligence (AAAI), 2025.
Bardal T, Brill M, McCune D, Peters J. "Proportional Representation in Practice: Quantifying Proportionality in Ordinal Elections", AAAI Conference on Artificial Intelligence (AAAI), 2025.

Journals

Liu S, Wu F, Gao Y, Guo B, Zhou Z, Wen H, Yu Z."AdaFlowLite: Scalable and Non-Blocking Inference on Asynchronous Mobile Data",IEEE Transactions on Mobile Computing (TMC), 2025.
Zhao Y, Du B, Luo M, Wen H."Robust spatio-temporal demand prediction for bike-sharing systems with dynamic hierarchical structure",CCF Transactions on Pervasive Computing and Interaction (TPCI), 2025.
Chen N, Shen Y, Zhang T, Yang Y, Wen H."EX-Gaze: High-frequency and Low-latency Gaze Tracking with Hybrid Event-frame Cameras for On-Device Extended Reality",IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025.
Zhai B, Duan H, Guan Y, Phan H, Woo WL."DSleepNet: Disentanglement Learning for Personal Attribute-agnostic Three-stage Sleep Classification Using Wearable Sensing Data",IEEE Journal of Biomedical and Health Informatics (J BIOMED HEALTH), 2025.
Wang H, Sanchez V, Li CT, Clarke N."From age estimation to age-invariant face recognition: Generalized age feature extraction using order-enhanced contrastive learning",IEEE Transactions on Information Forensics and Security (TIFS), 2025.
Liao J, Guha T, Sanchez V."Self-supervised random mask attention GAN in tackling pose-invariant face recognition",Pattern Recognition (PR), 2025.
Alqazlan L, Fang Z, Castelle M, Procter R."A novel, human-in-the-loop computational grounded theory framework for big social data",Big Data & Society (BD&S), 2025.
Valdes D, Shanker A, Hijazi G, Mensah DO, Bockarie T, Lazar I, Ibrahim SA, Zolfagharinia H, Procter R, Spencer R, Dale J."Global Evidence on the Sustainability of Telemedicine in Outpatient and Primary Care During the First 2 Years of the COVID-19 Pandemic: Scoping Review Using the Nonadoption, Abandonment, Scale-Up, Spread, and Sustainability (NASSS) Framework",Interactive Journal of Medical Research (JMIR), 2025.
Wang F, Yu W, Wang H, Chang V."FaRS: A Performance-Driven Approach to Role Similarity in Graphs",SN Computer Science (SNCS), 2025.
Liu X, Cao J, Yu W, Li Z, Wang Y, Gu H, Vuković DB."Multi-feature adaptive-fusion enhanced graph neural network for open-set node classification",Neurocomputing (Neurocomputing), 2025.
Yan L, Cao J, Yu W, Wang Y, Vuković DB."Rethinking eigenpairs: Community detection with orthogonality",Knowledge-Based Systems (KBS), 2025.
Clay B, Bergman HI, Salim S, Pergola G, Shalhoub J, Davies AH."Natural language processing techniques applied to the electronic health record in clinical research and practice-an introduction to methodologies",Computers in Biology and Medicine (CBM), 2025.
Parvatham M, Tan X, Pergola G, Gambia C."What makes a conversation interesting? Linguistic features predictive of interest in educational conversations between teachers and learners of English",Annual Meeting of the Cognitive Science Society (CogSci), 2025.
Alajmi A, Pergola G."Leveraging model confidence and diversity: a multi-stage framework for sexism detection",Working Notes of CLEF (CLEF), 2025.
Khan S, Jhumka A, Pergola G."Multilingual Sexism Detection through Domain Adaptation and Label-Augmented Translation",Conference and Labs of the Evaluation Forum Information Access Evaluation meets Multilinguality, Multimodality, and Visualization (CLEF), 2025.
Imber A, Israel J, Brill M, Kimelfeld B."Approval-based committee voting under incomplete information",Artificial Intelligence (AI), 2025.
Israel J, Brill M."Dynamic proportional rankings",Social Choice and Welfare (SCW), 2025.
Boehmer N, Brill M, Schmidt-Kraepelin U."Proportional representation in matching markets: selecting multiple matchings under dichotomous preferences",Social Choice and Welfare (SCW), 2025.
Brill M, Israel J, Micha E, Peters J."Individual representation in approval-based committee voting",Social Choice and Welfare (SCW), 2025.

2024

Conferences

Wu F, Liu S, Zhu K, Li X, Guo B, Yu Z, Wen H, Xu X, Wang L, Liu X. "AdaFlow: Opportunistic Inference on Asynchronous Mobile Data with Generalized Affinity Control", ACM Conference on Embedded Networked Sensor Systems (SenSys), 2024.
Wang H, Wang S, Lin L, Yang Y, Wang S, Wen H. "Behavior-aware sparse trajectory recovery in last-mile delivery with multi-scale attention fusion", ACM International Conference on Information and Knowledge Management (CIKM), 2024.
Xiang L, Dudziak Ł, Abdelfattah MS, Mehrotra A, Lane ND, Wen H. "Towards neural architecture search through hierarchical generative modeling", International Conference on Machine Learning (ICML), 2024.
Gan S, Yin Y, Jiang Z, Wen H, Xie L, Lu S. "Signgraph: A sign sequence is worth graphs of nodes", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Zhao K, Kurmanji M, Bărbulescu GO, Triantafillou E, Triantafillou P. "What makes unlearning hard and what to do about it", Advances in Neural Information Processing Systems (NeurIPS), 2024.
Fu B, Liao J, Yang Y, Sanchez V. "Pedestrian trajectory prediction based on improved diffusion with fourier embeddings", International Conference on Pattern Recognition (CVPR), 2024.
Atote B, Sanchez V. "Enhanced prototypical part network (EPPNet) for explainable image classification via prototypes", IEEE International Conference on Image Processing (ICIP), 2024.
Atote B, Sanchez V. "How were you created? Explaining synthetic face images generated by diffusion models", European Conference on Computer Vision (ECCV), 2024.
Sanchez V. "Prediction of Imaging Data Based on Signal Processing Boosted by Neural Networks with Continual Learning", IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), 2024.
Wang H, Sanchez V, Li CT. "Cross-age contrastive learning for age-invariant face recognition", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
Sanchez V. "Overfitted Neural Networks for Block-based Intra-prediction", Data Compression Conference (DCC), 2024.
Leyva R, Sanchez V, Epiphaniou G, Maple C. "Demographic bias effects on face image synthesis", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Lewis B, Sanchez V. "Tracing Videos to Their Social Network with Robust DCT Analysis", Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2023.
Leyva R, Epiphaniou G, Maple C, Sanchez V. "Detecting Face Synthesis Using a Concealed Fusion Model", Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), 2023.
Leyva R, Epiphaniou G, Maple C, Sanchez Silva V. "Unsupervised face synthesis based on human traits", International Workshop on Biometrics and Forensics (IWBF), 2023.
Shao S, Sanchez V. "A study on diffusion modelling for sensor-based human activity recognition", International Workshop on Biometrics and Forensics (IWBF), 2023.
Ma Y, Sanchez V, Nikan S, Upadhyay D, Atote B, Guha T. "Robust multiview multimodal driver monitoring system using masked multi-head self-attention", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
Zhang W, Gui L, Procter R, He Y. "Multi-layer ranking with large language models for news source recommendation", International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024.
Fang Z, He Y, Procter R. "CWTM: leveraging contextualized word embeddings from BERT for neural topic modeling", Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024.
Sutton-Parker J, Procter R. "Can new metrics be validated to reduce computer supply chain GHG emissions among end users?", Procedia Computer Science (Procedia), 2024.
Zhang M, Yu W. "P-Rank+: A Scalable Efficient P-Rank Search Algorithm", ACM International Conference on Information and Knowledge Management (CIKM), 2024.
Xu X, Yu W. "I-CoSim: Efficient Dynamic CoSimRank Retrieval on Evolving Networks", Companion Proceedings of the ACM Web Conference (WWW), 2024.
Wang F, Yu W, Wang HH, Chang V. "FaRS: A High-Performance Automorphism-Aware Algorithm for Graph Similarity Matching", COMPLEXIS (COMPLEXIS), 2024.
Zhang M, Yu W. "CSR+: A Scalable Efficient CoSimRank Search Algorithm with Multi-Source Queries on Massive Graphs", EDBT (EDBT), 2024.
Zhang R, Yu W. "GSim+: Efficient Retrieval of Node-to-Node Similarity Across Two Graphs at Billion Scale", EDBT (EDBT), 2024.
Albarrak M, Pergola G, Jhumka A. "U-BERTopic: An urgency-aware BERT-Topic modeling approach for detecting cyberSecurity issues via social media", International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security (NLPAICS), 2024.
Khan S, Pergola G, Jhumka A. "Multilingual sexism identification via fusion of large language models", CEUR Workshop (CEUR), 2024.
Imber A, Israel J, Brill M, Shachnai H, Kimelfeld B. "Spatial voting with incomplete voter information", AAAI Conference on Artificial Intelligence (AAAI), 2024.
Boehmer N, Brill M, Cevallos A, Gehrlein J, Sánchez-Fernández L, Schmidt-Kraepelin U. "Approval-based committee voting in practice: a case study of (over-) representation in the Polkadot blockchain", AAAI Conference on Artificial Intelligence (AAAI), 2024.
Brill M, Peters J. "Completing priceable committees: Utilitarian and representation guarantees for proportional multiwinner voting", AAAI Conference on Artificial Intelligence (AAAI), 2024.

Journals

Zhao G, Shen Y, Li F, Liu L, Cui L, Wen H. "Ui-Ear: On-Face Gesture Recognition Through On-Ear Vibration Sensing", IEEE Transactions on Mobile Computing (TMC), 2024.
Zhao G, Shen Y, Zhang C, Shen Z, Zhou Y, Wen H. "Rgbe-gaze: A large-scale event-based multimodal dataset for high frequency remote gaze tracking", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
Zhang X, Wang Y, Yang Q, Shen Y, Wen H. "EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors", Multimedia Tools and Applications (MTAP), 2024.
Tsoukanara E, Koloniari G, Pitoura E, Triantafillou P. "The GraphTempo Framework for Exploring the Evolution of a Graph Through Pattern Aggregation", IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024.
Kurmanji M, Triantafillou E, Triantafillou P. "Machine unlearning in learned databases: An experimental analysis", Proceedings of the ACM on Management of Data (PACMMOD), 2024.
Oakley J, Conlan C, Demirci G V, Sfyridis A, Ferhatosmanoglu H. "Foresight plus: Serverless spatio-temporal traffic forecasting", GeoInformatica (GeoInf), 2024.
Amin M A, Hu Y, Guan Y, Amin M Z. "Exploring varying color spaces through representative forgery learning to improve deepfake detection", Digital Signal Processing (DSP), 2024.
Shen G, Ouyang Y, Lu J, Yang Y, Sanchez V. "Advancing video anomaly detection: A bi-directional hybrid framework for enhanced single-and multi-task approaches", IEEE Transactions on Image Processing (TIP), 2024.
Leyva R, Sanchez V, Li C T, Maple C. "Specific event detection for video surveillance using variational Bayesian inference", Neurocomputing (Neurocomputing), 2024.
Amerini I, Sanchez V, Maiano L. "Editorial for Pattern Recognition Letters special issue on advances in disinformation detection and media forensics", Pattern Recognition Letters (PRL), 2024.
Leyva R, Sanchez V, Epiphaniou G, Maple C. "Data-agnostic face image synthesis detection using Bayesian CNNs", Pattern Recognition Letters (PRL), 2024.
Bartrina-Rapesta J, Hernández-Cabronero M, Sanchez V, Serra-Sagrista J, Jamshidi P, Castellani J. "Prediction-based coding with rate control for lossless region of interest in pathology imaging", Signal Processing: Image Communication (SPIC), 2024.
Chang C C, Wang X, Chen S, Echizen I, Sanchez V, Li C T. "Deep learning for predictive analytics in reversible steganography", IEEE Access (IEEE Access), 2023.
Procter R, Rouncefield M, Tolmie P, Verrill C. "Everyday diagnostic work in the histopathology lab: CSCW perspectives on the utilization of data-driven clinical decision support systems", Computer Supported Cooperative Work (CSCW), 2024.
Fang Z, Arana-Catania M, van Lier F A, Velarde J O, Bregazzi H, Airoldi M, Carter E, Procter R. "SyROCCo: Enhancing systematic reviews using machine learning", Data & Policy (Data & Policy), 2024.
Liu X, Yu W. "MREGDN: Multi-relation enhanced graph disentangled network for semi-supervised node classification", Expert Systems with Applications (ESWA), 2024.
Zhu L, Yu W, Zhu X, Zhang C, Li Y, Zhang S. "MvHAAN: Multi-view hierarchical attention adversarial network for person re-identification", World Wide Web (WWW), 2024.
Ouyang J, Yu M, Yu W, Qin Z, Regan A C, Wu D. "TPGraph: A spatial-temporal graph learning framework for accurate traffic prediction on arterial roads", IEEE Transactions on Intelligent Transportation Systems (TITS), 2024.
Alzaid E, Pergola G, Evans H, Snead D, Minhas F. "Large multimodal model-based standardisation of pathology reports with confidence and its prognostic significance", The Journal of Pathology: Clinical Research (J Pathol Clin Res), 2024.
Archbold J, Clohessy S, Herath D, Griffiths N, Oyebode O. "An agent-based model of the spread of behavioural risk-factors for cardiovascular disease in city-scale populations", PLOS ONE (PLOS ONE), 2024.
Brill M, Gölz P, Peters D, Schmidt-Kraepelin U, Wilker K. "Approval-based apportionment", Mathematical Programming (Math Program), 2024.
Sánchez-Fernández L, Fernández-García N, Fisteus J A, Brill M. "The maximin support method: An extension of the D’Hondt method to approval-based multiwinner elections", Mathematical Programming (Math Program), 2024.
Brill M, Freeman R, Janson S, Lackner M. "Phragmén’s voting methods and justified representation", Mathematical Programming (Math Program), 2024.

2023

Conferences

Pham H, Liu S, Xiang L, Le D, Wen H, Tran-Thanh L. "Towards data-agnostic pruning at initialization: what makes a good sparse mask", Advances in Neural Information Processing Systems (NeurIPS), 2023.
Zhao G, Yang Y, Liu J, Chen N, Shen Y, Wen H, Lan G. "Ev-eye: Rethinking high-frequency eye tracking through the lenses of event cameras", Advances in Neural Information Processing Systems (NeurIPS), 2023.
Xiang L, Hunter R, Xu M, Dudziak Ł, Wen H. "Exploiting network compressibility and topology in zero-cost NAS", International Conference on Automated Machine Learning (AutoML), 2023.
Xiang L, Dudziak L, Abdelfattah M S, Chau T, Lane N D, Wen H. "Zero-cost operation scoring in differentiable architecture search", AAAI Conference on Artificial Intelligence (AAAI), 2023.
Xiang L, Dudziak Ł, Mehrotra A, Abdelfattah M S, Lane N D, Wen H. "Generating neural network architectures with conditional graph normalizing flows", AutoML Conference (Workshop) (AutoML), 2023.
Kurmanji M, Triantafillou P, Hayes J, Triantafillou E. "Towards unbounded machine unlearning", Advances in Neural Information Processing Systems (NeurIPS), 2023.
Shekelyan M, Cormode G, Ma Q, Shanghooshabad A M, Triantafillou P. "Streaming weighted sampling over join queries", International Conference on Extending Database Technology (EDBT), 2023.
Kumar K, Arici T, Neiman T, Yang J, Sam S, Xu Y, Ferhatosmanoglu H, Tutar I. "Unsupervised multi-modal representation learning for high quality retrieval of similar products at e-commerce scale", ACM International Conference on Information and Knowledge Management (CIKM), 2023.
Wang S, Eravci B, Guliyev R, Ferhatosmanoglu H. "Low-bit quantization for deep graph neural networks with smoothness-aware message propagation", ACM International Conference on Information and Knowledge Management (CIKM), 2023.
Conlan C, Oakley J, Demirci G V, Sfyridis A, Ferhatosmanoglu H. "Real-time spatio-temporal forecasting with dynamic urban event and vehicle-level flow information", CEUR Workshop Proceedings (CEUR), 2023.
Amin M A, Hu Y, She H, Li J, Guan Y, Amin M Z. "Exposing deepfake frames through spectral analysis of color channels in frequency domain", International Workshop on Biometrics and Forensics (IWBF), 2023.
Zeng K, Yu X, Liu B, Guan Y, Hu Y. "Detecting deepfakes in alternative color spaces to withstand unseen corruptions", International Workshop on Biometrics and Forensics (IWBF), 2023.
Shao S, Guan Y, Guan X, Missier P, Plötz T. "On training strategies for LSTMs in sensor-based human activity recognition", IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2023.
Chen T, Zhou D, Wang J, Wang S, He Q, Hu C, Ding E, Guan Y, He X. "Part-aware prototypical graph network for one-shot skeleton-based action recognition", IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2023.
Sutton-Parker J, Procter R. "Greenhouse gas abatement via repurposing computers", Procedia Computer Science (Procedia CS), 2023.
Sutton-Parker J, Procter R. "Determining UK government scope 2 and 3 computer greenhouse gas emissions", Procedia Computer Science (Procedia CS), 2023.
Wherton J, Greenhalgh T, Shaw S, Procter R, Shaw J. "GPS tracking in care settings: attending to the socio-material context of use", Tracking People (Tracking People), 2023.
Fang Z, Alqazlan L, Liu D, He Y, Procter R. "A user-centered, interactive, human-in-the-loop topic modelling system", European Chapter of the Association for Computational Linguistics (EACL), 2023.
Zhao R, Arana-Catania M, Zhu L, Kochkina E, Gui L, Zubiaga A, Procter R, Liakata M, He Y. "PANACEA: An automated misinformation detection system on COVID-19", European Chapter of the Association for Computational Linguistics (EACL), 2023.
Yan L, Yu W. "Non-negative matrix factorization for link prediction preserving row and column spaces", IEEE International Conference on Data Mining (ICDM), 2023.
Yan L, Yu W. "SimSky: an accuracy-aware algorithm for single-source SimRank search", Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2023.
Zhu L, Zhao R, Pergola G, He Y. "Disentangling aspect and stance via a Siamese autoencoder for aspect clustering of vaccination opinions", Findings of the Association for Computational Linguistics (ACL Findings), 2023.
Griffiths N, Oren N. "Generosity and the emergence of forgiveness in the donation game", European Conference on Artificial Intelligence (ECAI), 2023.
Brill M, Dindar H, Israel J, Lang J, Peters J, Schmidt-Kraepelin U. "Multiwinner voting with possibly unavailable candidates", AAAI Conference on Artificial Intelligence (AAAI), 2023.
Brill M, Forster S, Lackner M, Maly J, Peters J. "Proportionality in approval-based participatory budgeting", AAAI Conference on Artificial Intelligence (AAAI), 2023.
Brill M, Markakis E, Papasotiropoulos G, Peters J. "Proportionality guarantees in elections with interdependent issues", International Joint Conference on Artificial Intelligence (IJCAI), 2023.
Brill M, Chen J, Darmann A, Pennock D, Greger M. "Algorithms for participatory democracy", Dagstuhl Reports (Dagstuhl Reports), 2023.

Journals

Zhao G, Shen Y, Chen N, Hu P, Liu L, Wen H. "EV-Tach: A handheld rotational speed estimation system with event camera," IEEE Transactions on Mobile Computing (TMC), 2023.
Luo M, Du B, Zhang W, Song T, Li K, Zhu H, Birkin M, Wen H. "Fleet rebalancing for expanding shared e-mobility systems: A multi-agent deep reinforcement learning approach," IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023.
Kurmanji M, Triantafillou P. "Detect, distill and update: Learned DB systems facing out of distribution data," Proceedings of the ACM on Management of Data (PACMMOD), 2023.
Haldar A, Wang S, Demirci G. V., Oakley J, Ferhatosmanoglu H. "Temporal cascade model for analyzing spread in evolving networks," ACM Transactions on Spatial Algorithms and Systems (TSAS), 2023.
Conlan C, Cunningham T, Watson S, Madan J, Sfyridis A, Sartori J, Ferhatosmanoglu H, Lilford R. "Perceived quality of care and choice of healthcare provider in informal settlements," PLOS Global Public Health (PGPH), 2023.
Bate G. L., Kirk C, Rehman R. Z., Guan Y, Yarnall A. J., Del Din S, Lawson R. A. "The role of wearable sensors to monitor physical activity and sleep patterns in older adult inpatients: A structured review," Sensors (Sensors), 2023.
Tarn J, Evans E, Traianos E, Collins A, Stylianou M, Parikh J, Bai Y, Guan Y, Frith J, Lendrem D, Macrae V. "The effects of noninvasive vagus nerve stimulation on fatigue in participants with primary Sjögren’s syndrome," Neuromodulation: Technology at the Neural Interface (NTNI), 2023.
Gascoigne S. J., Waldmann L, Schroeder G. M., Panagiotopoulou M, Blickwedel J, Chowdhury F, Cronie A, Diehl B, Duncan J. S., Falconer J, Faulder R. "A library of quantitative markers of seizure severity," Epilepsia (Epilepsia), 2023.
Dismore L, Montague K, Carvalho L, Guerreiro T, Jackson D, Guan Y, Walker R. "A protocol for the evaluation of a wearable device for monitoring of symptoms, and cueing for the management of drooling, in people with Parkinson’s disease," PLOS One (PLOS ONE), 2023.
Shao S, Guan Y, Zhai B, Missier P, Plötz T. "ConvBoost: Boosting ConvNets for sensor-based activity recognition," Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2023.
Chen X, Guan Y, Shi J. Q., Du X. L., Eyre J. "Designing compact features for remote stroke rehabilitation monitoring using wearable accelerometers," CCF Transactions on Pervasive Computing and Interaction (TPCI), 2023.
Dale J, Nanton V, Day T, Apenteng P, Bernstein C. J., Grason Smith G, Strong P, Procter R. "Uptake and use of care companion, a web-based information resource for supporting informal carers of older people: mixed methods study," JMIR Aging (JMIR Aging), 2023.
Titis E, Di Salvatore J, Procter R. "Socio-economic correlates of childhood obesity in urban and rural England," Public Health Nutrition (PHN), 2023.
Bibizadeh R. E., Procter R, Girvan C, Webb H, Jirotka M. "Digitally Un/Free: the everyday impact of social media on the lives of young people," Learning, Media and Technology (LMT), 2025.
Procter R, Tolmie P, Rouncefield M. "Holding AI to account: challenges for the delivery of trustworthy AI in healthcare," ACM Transactions on Computer-Human Interaction (TOCHI), 2023.
Procter R. "Developing tools and interdisciplinary collaboration for digital social research," Digital Society (Digital Society), 2022.
Hua D, Ren Y, Wang X, Li Q, Yu W. "Event-triggered H∞ asynchronous control for 2-D switched system in FMLSS model," Circuits, Systems, and Signal Processing (CSSP), 2023.
Li X, Deng H, Ouyang J, Wan H, Yu W, Wu D. "Act as what you think: Towards personalized EEG interaction through attentional and embedded LSTM learning," IEEE Transactions on Mobile Computing (TMC), 2023.
Liu X, Yu W. "Individuality-enhanced and multi-granularity consistency-preserving graph neural network for semi-supervised node classification," Applied Intelligence (AI), 2023.
Abeywickrama D. B., Griffiths N, Xu Z, Mouzakitis A. "Emergence of norms in interactions with complex rewards," Autonomous Agents and Multi-Agent Systems (AAMAS), 2023.
Levy P, Griffiths N. "Convention emergence with congested resources," SN Computer Science (SNCS), 2023.

Research Projects

Title	Duration	P.I.	Description
MRC - Population Health Agent-based Simulation nEtwork (PHASE)Link opens in a new window	2022-2023	N. Griffiths	Modelling the spread of multiple behavioural risk factors for cardiovascular disease in social networks using an agent-based model
ESPRC / TRL - Industrial CASE scheme	2021-2025	N. Griffiths	Improving Transparency of Intelligent Systems to Support Safety Assurance for Autonomy
EPSRC (EP/M012662/1 and EP/M012654/1),	2014-2018	N. Griffiths (Warwick PI)	JASPR: Justified Assessments of Service Provider Reputation