Publications
- Domain-invariant representation learning of bird sounds
Moummad I Serizel R Benetos E Farrugia N
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Barcelona, Spain 4 May 2026 - 8 May 2026.
04-05-2026 - Scalable Evaluation for Audio Identification via Synthetic Latent Fingerprint Generation
Bhattacharjee A Pasini M Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Barcelona, Spain 4 May 2026 - 8 May 2026.
04-05-2026 - Towards Effective Negation Modeling in Joint Audio-Text Models for Music
Vasilakis I Bittner R Pauwels J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Barcelona, Spain 4 May 2026 - 8 May 2026.
04-05-2026 - SCRAPL: Scattering Transform with Random Paths for Machine Learning
Mitcheltree C Lostanlen V Benetos E Lagrange M
14th International Conference on Learning Representations (ICLR) Rio de Janeiro, Brazil 23 Apr 2026 - 27 Apr 2026.
23-04-2026 - YuE: Scaling Open Foundation Models for Long-Form Music Generation
Yuan R Lin H Guo S Zhang G Pan J Zang Y Liu H Liang Y et al.
14th International Conference on Learning Representations (ICLR) Rio de Janeiro, Brazil 23 Apr 2026 - 27 Apr 2026.
23-04-2026 - Co-Ideating a Digital Pain Companion: Exploring How Music Can Support Daily Chronic Pain Self-Management
Del Sette BM Saitis C
Acm Transactions on Computing For Healthcare, Association For Computing Machinery (Acm)
13-04-2026 - 26-A-13665-ACC AI-DRIVEN CT ANALYSIS FOR PREDICTING PACEMAKER REQUIREMENT AFTER TRANSCATHETER AORTIC VALVE REPLACEMENT
Ahmed N Slabaugh G Baumbach A
Journal of The American College of Cardiology, Elsevier vol. 87 (13), a489-a490.
01-04-2026 - Exploring urban human mobility patterns and the effects of air pollution and weather conditions from a dockless bike-sharing lens
Xu X Wang J Poslad S Rui X Zhang G Fan Y
Journal of Cleaner Production, Elsevier vol. 554
01-04-2026 - Evaluating privacy leakages in LLM-driven ambient clinical documentation
Chim J Pearson J Schofield D Liakata M
Frontiers in Digital Health, Frontiers vol. 8
31-03-2026 - Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study.
Klein A Song J Chim J Keren L Triantafyllopoulos A Schuller B Liakata M Atzil-Slonim D
JMIR Formative Research, JMIR Publications vol. 10
27-03-2026 - Intent-driven LLM ensemble planning for flexible multi-robot manipulation
Erdogan C Contreras CA Rastegarpanah A Chiou M Stolkin R
Frontiers in Robotics and AI, Frontiers vol. 13
27-03-2026 - Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds
Jia X Shi Y Liu Z Xu Y Yan Y
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 40 (27), 22274-22282.
14-03-2026 - CSP4SDG: Constraint and Information-Theory Based Role Identification in Social Deduction Games with LLM-Enhanced Inference
Xu K Meng F Verbrugge C Lucas SM
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 40 (17), 14380-14387.
14-03-2026 - Fair Domain Generalization: An Information-Theoretic View
Lian T Hu G Kollias D Yang X Celiktutan O
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 40 (28), 23382-23390.
14-03-2026 - Cross-lingual Offensive Language Detection: A Systematic Review of Dataset, Approach and Challenge
Jiang A Zubiaga A
Acm Computing Surveys, Association For Computing Machinery (Acm)
13-03-2026 - GoLoCo-Net: global-local guided contextual attention network for medical images segmentation
He Y Miquel ME Zhang Q
Scientific Reports, Springer Nature vol. 16 (1)
05-03-2026 - OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Li C Chen Y Ji Y Xu J Cui Z Li S Zhang Y Tang J et al.
05-03-2026 - Probabilistic Human Intent Prediction for Mobile Manipulation: An Evaluation with Human-Inspired Constraints
Contreras CA Chiou M Rastegarpanah A Szulik M Stolkin R
Journal of Intelligent & Robotic Systems, Springer Nature vol. 112 (2)
05-03-2026 - A lightweight pruning framework with minimal retraining using Taylor expansion and multi-knowledge preservation strategy
Lian S Zhao Y Cai J Liao M Poslad S Pei J
Engineering Applications of Artificial Intelligence, Elsevier vol. 168
01-03-2026 - Adaptive momentum weight averaging reduces initialization noise
Wan J Liu Z Gao J Wu X Chan AB
Pattern Recognition, Elsevier vol. 171
01-03-2026 - GridCLIP: One-stage object detection by grid-level CLIP representation learning
Lin J Sun S Gong S
Pattern Recognition, Elsevier vol. 171
01-03-2026 - HDD-Unet: A Unet-based architecture for low-light image enhancement
Batziou E Ioannidis K Patras I Vrochidis S Kompatsiaris I
Image and Vision Computing, Elsevier vol. 167
01-03-2026 - Impartial Games: A Challenge for Reinforcement Learning
Zhou B Riis S
Machine Learning, Springer Nature vol. 115 (3)
01-03-2026 - Leverage cross-domain variations for generalizable person ReID representation learning
Li Q Sun S Cai W Gong S
Pattern Recognition, Elsevier vol. 171
01-03-2026 - Computational hermeneutics: evaluating generative AI as a cultural technology
Kommers C Ahnert R Antoniak M Benetos E Benford S Bunz M Caramiaux B Concannon S et al.
Frontiers in Artificial Intelligence, Frontiers Media Sa vol. 9
26-02-2026 - Machine learning integration of serial blood biomarkers enhances cognitive decline prediction in early Parkinson’s disease
Mohammadi R Ng SYE Tan JY Ng ASL Deng X Choi X Heng DL Neo S et al.
Npj Parkinson's Disease, Springer Nature vol. 12 (1)
25-02-2026 - IntraCross: Cross-modality graph matching for intravascular sequence registration
Bransby KM He X Bourantas CV Ulutas AE Yap N Kakizaki R Ueki Y Häner J et al.
Computers in Biology and Medicine, Elsevier vol. 205
24-02-2026 - Decoding Engagement: Exploring the Influence of Social Communication Cues in Human-Robot Conversational Scenarios
Gomez NC Hsu A Jones JM Farkhatdinov I
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-12.
23-02-2026 - Machine Biography as Digital Human Twin: artistic explorations of predictive identity in the age of behavioural data
Diaz D Boj C Perez Liebana D
AI & Society, Springer Nature, 1-15.
23-02-2026 - Humanity's Last Exam
Phan L Gatti A Han Z Li N Hu J Zhang H Zhang CBC Shaaban M et al.
20-02-2026 - Exploring the Impact of Thematic Alignment of Narratives in a Game with a Purpose on User Engagement and Cognitive Load: An Experimental Study
Aliady W Poesio M
Applied Sciences, Mdpi vol. 16 (4)
14-02-2026 - Bridging Species with AI: A Cross-Species Deep Learning Model for Fracture Detection and Beyond
Ahmed HT Berner D Zhang Q Verheyen K Llabres-Diaz F Peter VG Chang Y-M
Bioengineering, Mdpi vol. 13 (2)
13-02-2026 - How Urban Activities Respond to Air Pollution: A Multi-Source Geospatial Data Analysis Records
Liu T Yu G Ye S Qi J Huang X Zheng Z Liu J Poslad S et al.
Geosciences, Mdpi vol. 16 (2)
11-02-2026 - MICCAI STS 2024 challenge: Semi-supervised instance-level tooth segmentation in panoramic X-ray and CBCT images
Wang Y Li Z Wu C Liu J Zhang Y Ni J Luo Q Chen J et al.
Medical Image Analysis, Elsevier vol. 110
09-02-2026 - Counting cells can accurately predict small-molecule bioactivity benchmarks
Seal S Dee W Shah A Cerisier N Zhang A Miglietta E Titterton K Cabrera ÁA et al.
Nature Communications, Springer Nature vol. 17 (1)
06-02-2026 - ClarQ4LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog
Gan Y Li C Xie J Wen L Purver M Poesio M
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 34, 1441-1456.
04-02-2026 - Ranking Augmented Generation: Leveraging Diversity for Better Text Generation
Zhao J Zhang F Sun X Feng C
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 34, 1137-1146.
04-02-2026 - Safe Intelligent Vehicles: Intent Is What We Need
Zhong R Chiang C-Y Fathy Y Slabaugh G Jaber M
IEEE Intelligent Transportation Systems Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 2-12.
04-02-2026 - MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation
Wang Y Zhang Y Chen X Wang S Qian D Ye F Xu F Zhang H et al.
Pattern Recognition, Elsevier vol. 170
01-02-2026 - A benchmark of expert-level academic questions to assess AI capabilities
Phan L Gatti A Li N Khoja A Kim R Ren R Hausenloy J Zhang O et al.
Nature, Springer Nature vol. 649 (8099), 1139-1146.
28-01-2026 - Deep learning-based plaque characterization in hybrid IVUS-OCT images is superior to single-modality deep learning analysis and human experts: head-to-head comparison against histology
Bajaj R Huang X Alves-Kotzev N Weyers JJ Levine M Garg M Mohamed M Maung S et al.
Cardiovascular Research, Oxford University Press (OUP) vol. 122 (2), 245-257.
28-01-2026 - Deep learning models to map osteocyte networks from confocal microscopy can successfully distinguish between young and aged bone
Vetter SD Schurman CA Alliston T Slabaugh G Verbruggen SW
Plos Computational Biology, Public Library of Science (Plos) vol. 22 (1)
27-01-2026 - Understanding the mechanisms of TAVI durability through computational modelling: a multidisciplinary review
Rauseo E Bevis L Chen X Petersen SE Mathur A Slabaugh GG Roney CH
European Heart Journal - Digital Health, Oxford University Press (OUP) vol. 7 (2)
27-01-2026 - LLMs can read music, but struggle to hear it. An evaluation of core music perception tasks
Carone B Roman I Ripolles P
Proceedings of Machine Learning Research
26-01-2026 - Impartial Games: A Challenge for Reinforcement Learning
Zhou B Riis SR
21-01-2026 - A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data
He X Bransby KM Ulutas AE Kumaran T Yap NAL Zeren G Zeng H Zhang Y-J et al.
European Heart Journal - Digital Health, Oxford University Press (OUP) vol. 7 (2)
16-01-2026 - Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders
Oldfield J Im S Li S Nicolaou MA Patras I Chrysos GG
14-01-2026 - Adapter-RL: Adaptation of Any Agent Using Reinforcement Learning
Jin Y Slabaugh G Lucas S
IEEE Transactions on Games, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-12.
12-01-2026 - Large-Scale Pre-Trained Models Empowering Phrase Generalization in Temporal Sentence Localization
Liu Y Zheng M Chen Q Gong S Peng Y
International Journal of Computer Vision, Springer Nature vol. 134 (2)
10-01-2026 - 3D semantic image synthesis with geometric and semantic consistency
Kim J Oh C Do H Choi S Sohn K
Expert Systems With Applications, Elsevier vol. 295
01-01-2026 - A Secure and Interoperable Big Data Platform for AI-Driven Healthcare Solutions: Insights From the GATEKEEPER Project
Temporale C De Salvo E Gaeta E Rujas M Lopez-Perez L Haleem MS Aidonis V Georga EI et al.
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 14, 16389-16405.
01-01-2026 - Accelerating discovery through integration: a DFT validated machine learning framework for screening MOF photocatalysts
Anselmi M Slabaugh G Crespo-Otero R Di Tommaso D
Journal of Materials Chemistry A, Royal Society of Chemistry (Rsc)
01-01-2026 - BiCon-Gate: Consistency-Gated De-colloquialisation for Dialogue Fact-Checking
Park H Zubiaga A
Proceedings of the Ninth Fact Extraction and VERification Workshop (FEVER)., 59-73.
01-01-2026 - Entity-aware Cross-lingual Claim Detection for Automated Fact-checking
Panchendrarajan R Zubiaga A
Findings of the Association for Computational Linguistics: EACL 2026., 17-33.
01-01-2026 - NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment
Karamolegkou A Borah A Cho E Choudhury SR Galletti M Gupta P Ignat O Kargupta P et al.
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)., 5110-5170.
01-01-2026 - PinkVocalTransformer: Neural Acoustic-to-Articulatory Inversion Based on the Pink Trombone
Xu Z Reiss J
Lecture Notes in Computer Science. vol. 16188 LNCS, 161-173.
01-01-2026 - Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review
Papadopoulos S Patsiouras E Ioannidis K Vrochidis S Kompatsiaris I Patras I
Image and Vision Computing, Elsevier vol. 165
01-01-2026 - Visual content and thematic analyses of images shared on social media before and after episodes of self-harm in a UK clinical youth sample
Bye A Trevillion K Wilson-Lemoine E Leightley D Carter B Liakata M Hopper J Dutta R
Bmj Open, Bmj vol. 16 (1)
01-01-2026