Alex Serrano Terre (Independent) - Obfuscated Activations Bypass LLM Latent-Space Defenses (ICLR 2026)
Carlos Heredia & Daniel Roncel (DAMM, Department of Applied Artificial Intelligence) - Integrable Elasticity via Neural Demand Potentials (Expert Systems with Applications (Elsevier))
Joan Saurina-i-Ricos (Stanford University) - ADAMIXTURE: adaptive first-order optimization for biobank-scale genetic clustering (Bioinformatics (ISMB 2026 Proceedings))
Amirpasha Mozaffari (Barcelona Supercomputing Center) - The rise of AI in weather and climate information and its impact on global inequality (npj Climate Action)
Akio Hayakawa (Universitat Pompeu Fabra) - Reader Proficiency Shapes Layer-Wise Surprisal Profiles (EMNLP 2026 (Findings))
Eddie Conti (Barcelona Supercomputing Center/Universitat Politècnica de Catalunya) - CID: Measuring Feature Importance Through Counterfactual Distributions (Proceedings of the 7th Northern Lights Deep Learning Conference (NLDL), PMLR 307:72-85, 2026.)
Laura Ibáñez Martínez (Universitat Pompeu Fabra (UPF)) - Evaluating Disentangled Representations for Controllable Music Generation (2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP))
David Bonet (Stanford University, Universitat de Barcelona) - ARGformer: learning on ancestral recombination graphs with transformers (Bioinformatics)
Artur Xarles (Universitat de Barcelona) - AdaSpot: Spend Resolution Where It Matters for Precise Event Spotting (CVPR)
Changhui Hu (Universitat de Barcelona) - Learning with Open-World Noisy Data (CVPR 2026 Findings)
Marius Miron (Earth Species Project) - AVEX: What Matters for Animal Vocalization Encoding (ICLR 2027)
Irene Bonafonte Pardàs (Helmholtz Munich) - Encoding Biological Organization into Deep Learning Models (Nature Genetics)
Raúl Parada (Centre Tecnològic de Telecomunicacions de Catalunya) - Spiking Neural Networks for Continual Learning in Steering Angle Regression (Sensors, 2026, Volume 26, Issue 9, Article 2656)
Muhammad Atif Butt (Computer Vision Center, Universitat Autonoma De Barcelona) - NumColor: Precise Numeric Color Control in Text-to-Image Generation (European Conference on Computer Vision (ECCV) 2026)
Marc Molina Van den Bosch (Universitat Pompu Fabra / CERN) - DP-KFC: Data-Free Preconditioning for Privacy Preserving Deep Learning (ICML)
Pol Buitrago (Barcelona Supercomputing Center (BSC) / Universitat Politècnica de Catalunya (UPC)) - Quantifying Cross-Lingual Transfer in Paralinguistic Speech Tasks: The CLTM Trilogy (Interspeech 2026 (Sydney, 27 Sep – 1 Oct 2026))
Manel Gil-Sorribes (Nostrum Biodiscovery) - Addressing model overcomplexity in drug-drug interaction prediction with molecular fingerprints (Journal of Cheminformatics (2026) & ICLR (GEM) 2025)
Alexandra Gómez Villa (Universitat Autònoma de Barcelona/ Computer Vision Center) - Decoupling Color and Texture in 2D and 3D Generative Models (NeurIPS 2026)
Àlex Solé (Universitat Politècnica de Catalunya and Universitat de Barcelona) - PRISM: periodic representation with multiscale and similarity graph modelling for enhanced crystal structure property prediction (npj Computational Materials)
Ahmad AlMughrabi (Universitat de Barcelona) - VolETA++: A Fully Automatic Depth-Free Radiance-Field Framework for Food 3D Reconstruction and Volume Estimation (CVPR Conference)
22. Oriol Jiménez-Ayguadé (Institut de Robòtica i Informàtica industrial, CSIC-UPC) - Deformable Triangle Splatting: Flexible Primitives for Real-Time Radiance Field Rendering (ECCV)
23. Gemma Boleda (Universitat Pompeu Fabra, ICREA) - The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models (EMNLP 2026)
24. Joan Serrà (Sony Europe) - Training data attribution in diffusion models via mirrored unlearning and noise-consistent skew (NeurIPS 2026)
25. Elena Ortega Beltrán (UOC) - Overlooked romance languages: In-the-wild emotion recognition in italian and spanish speakers (Pattern Recognition Letters)
26. Jordi Morales (Universitat Oberta de Catalunya / HYDS) - Using machine learning for the prediction of flood-related 112 calls (Natural Hazards and Earth System Sciences)
27. Alexandru Oarga (Universitat de Barcelona) - Generalizable Physics Simulation through Compositional Energy Minimization (NeurIPS 2026)
28. Vicenç Gómez (Universitat Pompeu Fabra) - From Next Token Prediction to (STRIPS) World Models (23rd International Conference on Principles of Knowledge Representation and Reasoning (Track KR meets ML and Explanation))
29. Adrià Molina Rodríguez (Centre de Visió per Computador) - Composed Historical Image Retrieval by Modeling Temporal Representations (British Machine Vision Conference (BMVC2026))
30. Manel Baradad (Amazon) - PLACID: Identity-Preserving Multi-Object Compositing via Video Diffusion with Synthetic Trajectories (CVPR 2026)
31. Pol Salvatella (University of Cambridge) - Seeing what is not there: modal completion in artificial systems (ECCV)
32. Amritpal Singh (Computer Vision Center (CVC) and Universitat Autònoma de Barcelona (UAB), Barcelona, Spain) - Learning Quantifiable Visual Explanations Without Ground-Truth (International Conference on Pattern Recognition (ICPR))
33. Xavi Suau (Apple) - The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Models (NeurIPS 2026)
34. Javier Ródenas (Universitat de Barcelona) - HyperFuse: Hyperbolic Cross-Modal Fusion for Few-Shot Learning (WACV 2027)
35. Alba Carballo Castro (EPFL) - Discrete Flow Matching for (un)directed Graph Generation (ICLR 2026)
36. Adrià Aldomà Coll (Universitat Politècnica de Catalunya) - Predictive Uncertainty Is Not Enough - Joint Distribution for Full Uncertainty Representation (ICML)
37. Enric Gusó Muñoz (Eurecat & Universitat Pompeu Fabra) - CrowdioSet and PaRIRset: Two Datasets Towards Live Music Source Separation (ISMIR)
38. Ayan Banerjee (CVC-UAB) - Can Circuit Alignment Predict OOD Generalization? (NeurIPS 2026)
39. Danna Xue (Computer Vision Center) - GLUT: 3D Gaussian Lookup Table for Continuous Color Transformation (NeurIPS 2026)
40. Abolfazl Mohammadi-Seif (Universitat Pompeu Fabra) - Risk-Calibrated Learning: Minimizing Fatal Errors in Medical AI (IJCNN 2026)
42. Mykola Trokhymovych (UPF) - Adversarial Creation and Detection of AI-Generated Social Bot Content (CIKM’26)
43. Mario Sänger (AstraZeneca) - Why do AI projects fail in drug development and pharma? Insights from multi-year Pistoia Alliance studies (Journal of Computer-Aided Molecular Design, Springer Nature)
44. Pau Mateo Bernadó (Universitat Politècnica de Catalunya) - TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning (NeurIPS 2026 Evaluations and Datasets Track)
45. Míriam Barrabés (Stanford University) - Recovering Clean Evaluation Metrics from Contaminated Benchmarks (NeurIPS 2026)
46. Anna Oliveras Tous (Eurecat and Universitat de Barcelona) - MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state Synthesis (WACV)
47. Abolfazl Mohammadi-Seif (Universitat Pompeu Fabra) - Improving Model Safety by Targeted Error Correction (ICPR 2026)
48. Lluís Pastor (University of stuttgart) - Supportive Token Revealing for Fast Diffusion Language Model Decoding (The 5th Asia-Pacific Chapter of the Association for Computational Linguistics & the 15th International Joint Conference on Natural Language Processing)
49. Sergi Masip Cabeza (KU Leuven) - Putting a Face to Forgetting: Continual Learning meets Mechanistic Interpretability (5th Conference on Lifelong Learning Agents (CoLLAs), 2026)
50. Pablo Arias (Universitat Pompeu Fabra) - Self-Supervised Uncertainty Estimation For Super-Resolution of Satellite Images (Conference on Uncertainty in Artificial Intelligence (UAI))
51. Shaolin Su (Computer Vision Center) - Bridging the perception gap in image super-resolution evaluation (CVPR 2026)
52. Sanket Biswas (Computer Vision Center (CVC), Barcelona) - NoTeS: Beyond OCR to Visual Reasoning in Handwritten Scientific Documents (ECML PKDD 2026 (Oral, Main Research Track))
53. Marçal Comajoan (Stanford University, Universitat de Barcelona) - iLTM: Integrated Large Tabular Model (KDD 2026)
54. David Serrano-Lozano (Computer Vision Center) - SyncLight: Single-Edit Multi-View Relighting (NeurIPS 2026)
55. Fan Lyu (Computer Vision Center, Universitat Autònoma de Barcelona) - VD-LoRA: Adaptive Reuse of Low-Rank Directions for Continual Learning (European Conference on Computer Vision)
56. Łukasz Staniszewski (IDEAS Research Institute, Warsaw University of Technology) - There and Back Again: On the relation between Noise and Image Inversions in Diffusion Models (ICLR 2026)
57. Biel Tura Vecino (Cantina) - Expressive character TTS generations through controllable CFG guidance (Interspeech 2026)
58. Adithi Shankar (Music Technology Group- Universitat Pompeu Fabra) - MambaVoice: Lightweight Audiovisual Singing Voice Separation Via A Hybrid Mamba-Transformer Model (ISMIR 2026 (International Society for Music Information Retrieval Conference))
59. Ferran Hernandez Caralt (University of Cambridge) - Get a GRIP, this will be a long TRIP: A Quantifiable Long-Range Framework for Verifying Over-squashing (NeurIPS 2026)
60. Ahmad AlMughrabi (Universitat de Barcelona) - RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets (NeurIPS 2026)
61. Mehrzad Tareh (TALN Research Group, Universitat Pompeu Fabra (UPF)) - SimpCue: Cue-Based Prompting for Multilingual Text Simplification (CLEAR-TEXT 2026: Readability and Text Simplification Workshop at CLIB 2026)