All publications sorted by recency
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| Measuring negative emotions and stress through acoustic correlates in speech: A systematic review, , , and , in: PLoS One, 20(7), 2025 |
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| UpSMART: five years of digital innovation in cancer clinical research---achievements, challenges, and recommendations, , , , , , , , , , , , , , , , , , , , , and , in: Frontiers in Digital Health, 7, 2025 |
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| SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning, , , , and , in: Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025 |
| Inductive Learning of Logical Theories with LLMs: A Complexity-graded Analysis, , and , in: The 39th Annual AAAI Conference on Artificial Intelligence, 2025 |
| Synergy and diversity in CLIP: Enhancing performance through adaptive backbone ensembling, , , , , and , in: International Conference on Learning Representations, 2025 |
| Bayesian low-rank learning (Bella): A practical approach to bayesian neural networks, , , , , , , and , in: Proceedings of the AAAI Conference on Artificial Intelligence, 2025 |
| Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection, , , , and , in: Advances in neural information processing systems, 2025 |
| Cancelable Face Biometrics With Soft-Biometric Privacy Enhancement, , , , , , , and , in: IEEE Access, 2025 |
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| Subtask C: Tools and methods to leverage the thermal demand response potential in buildings connected to thermal networks, , , , , , , , , , , , , , , , and , in: EBC Annex 84: Demand Management of Buildings in Thermal Networks, Aalborg University, Denmark, 2025 |
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| Subtask D: Description and comparative analysis of case studies, , , , , , , , , , , , , , , , , , , and , in: EBC Annex 84: Demand Management of Buildings in Thermal Networks, Aalborg University, Denmark, 2025 |
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| Assessing the reliability of archetype-based Urban Building Energy Simulations: A case study analysis in Turin (Italy), , , and , in: Journal of Physics: Conference Series, pages 062028, IOP Publishing, 2025 |
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| OpenBEERS: A digital platform for urban scale simulation of building energy efficiency, , , and , in: Journal of Physics: Conference Series, pages 042013, IOP Publishing, 2025 |
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| Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning, , , , , , , , , , , and , in: Diabetes Care, 2025 |
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| Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, pages 693–705, Association for Computational Linguistics, 2025 |
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| An evidence-based guidance framework for neural network system diagrams, , and , in: PLOS One, 2025 |
| Montague semantics and modifier consistency measurement in neural language models, , , , and , in: 31st International Conference on Computational Linguistics, 2025 |
| Effective Graph and Rank-based Contextual Embeddings for Textual and Multimedia Data, , , , and , in: International Joint Conference on Neural Networks, 2025 |
| TableDC: Deep Clustering for Tabular Data, , and , in: ACM SIGMOD International Conference on Management of Data, 2025 |
| Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions, , , and , in: 8th International Conference on Extending Database Technology, 2025 |
| Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations, , and , in: Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025 |
| Controlling Equational Reasoning in Large Language Models with Prompt Interventions, , and , in: The 39th Annual AAAI Conference on Artificial Intelligence, 2025 |
| A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models, , and , in: Findings of the ACL, 2025 |
| PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement, , , , and , in: Demonstration at 63rd Annual Meeting of the Association for Computational Linguistics, 2025 |
| Improving chain-of-thought reasoning via quasi-symbolic abstractions, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, 2025 |
| Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, 2025 |
| MASA: A Modular Framework for LLM-Driven Multi-Agent Systems for Autoformalization, , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing, 2025 |
| TRACE: Training and Inference-Time Interpretability Analysis for Language Models, , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing, 2025 |
| CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment, , and , in: The 2025 Conference on Empirical Methods in Natural Language Processing, 2025 |
| Formalizing Complex Mathematical Statements with LLMs: A Study on Mathematical Definitions, , and , in: The 2025 Conference on Empirical Methods in Natural Language Processing (best resource paper award), 2025 |
| Mitigating Content Effects on Reasoning in Language Models through Fine-Grained Activation Steering, , , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Nexus: An Omni-Perceptive And-Interactive Model for Language, Audio, And Vision, , , , , , , , , , , , , , , , , , and , in: ACM Multimedia, 2025 |
| Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoders, , and , in: 29th Conference on Computational Natural Language Learning (nominated for a best paper award), 2025 |
| LangVAE and LangSpace: Building and Probing for Language Model VAEs, , , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 |
| Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study, , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: International Joint Conference on Biometrics, IEEE, 2025 |
| 3D Face Morph Generation Using Geometry-Aware Template Inversion, , and , in: 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025 |
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| Generating Synthetic Face Recognition Datasets Using Brownian Identity Diffusion and a Foundation Model, and , in: 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025 |
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| Validation of two distinct simulation models of district heating networks: application to efficient looping analysis, , , , , , and , in: Journal of Physics: Conference Series, pages 042021, IOP Publishing, 2025 |
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| A structured synthetic dataset of English and Italian verb alternations for testing lexical abstraction via functional lexicon in LLMs., , in: Lingbuzz / Archive paper, https://ling.auf.net/lingbuzz/009085, 2025 |
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| Learning problem decomposition for efficient sequential multi-object manipulation planning, , , and , in: IEEE Robotics and Automation Letters, 2025 |
| Sampling-Based Constrained Motion Planning with Products of Experts, , , and , in: International Journal of Robotics Research, 2025 |
| Neural Image Abstraction Using Long Smoothing B-splines, , , , , and , in: ACM Transactions on Graphics (ToG), 2025 |
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| Efficient Adaptation for Speech Technology, , EPFL, 2025 |
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| Study of Full-View Finger Vein Biometrics on Redundancy Analysis and Dynamic Feature Extraction, , , and , in: IEEE Transactions on Information Forensics and Security, 2025 |
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| Testing the assumptions about the geometry of sentence embedding spaces: the cosine measure need not apply, and , in: arXiv, 2025 |
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| Responses to Past-Behavior Questions in Face-To-Face and Asynchronous Video Interviews: Storytelling, Interview Performance and Criterion Validity, , , , , , and , in: Human Performance, 38(5):284-298, 2025 |
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| Towards Leveraging Sequential Structure in Animal Vocalizations, and , in: Neural Information Processing Systems workshop: AI for Non-Human Animal Communication, 2025 |
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| EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents, and , in: ICCV, 2025 |
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| Optimizing Supply Temperature Control in District Heating Networks via Differentiable Dynamic Simulation and Gradient Descent, and , in: Proceedings of the 3rd International Conference on Construction, Energy, Environment and Sustainability (Volume 2), 2025 |
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