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| 2025 | Router Upcycling: Leveraging Mixture-of-Routers in Mixture-of-Experts Upcycling. | Junfeng Ran, Guangxiang Zhao, Yuhan Wu, Dawei Zhu, Longyun Wu, Yikai Zhao, Tong Yang, Lin Sun, Xiangzheng Zhang, Sujian Li |
| 2025 | Optimal Counterfactual Explanations for Random Forests with MaxSAT. | Alesya Raevskaya, Tuomo Lehtonen |
| 2025 | Explainable Prediction of the Mechanical Properties of Composites with CNNs. | Varun Raaghav, Dimitrios Bikos, Antonio Rago, Francesca Toni, Maria Charalambides |
| 2025 | EP-ViT: Leveraging Encoding Priors to Eliminate Spatio-Temporal Redundancy in Vision Transformer. | Yawen Qiu, Qinyu Wang, Zhiheng Li, Qiyuan Liu |
| 2025 | ABCSR: An Adaptive Blur-Aware Computational Framework for Efficient Text Image Super-Resolution. | Yawen Qiu, Qinyu Wang, Zhiheng Li |
| 2025 | MV-TSF: A Novel Multi-View Teacher-Student Framework for Myocardial Infarction Localization. | Yupeng Qiang, Xunde Dong, Xiuling Liu, Yang Yang, Fei Hu, Rongjia Wang |
| 2025 | Knowledge-Driven Bayesian Uncertainty Quantification for Reliable Fake News Detection. | Julia Puczynska, Youcef Djenouri, Michal Bizon, Tomasz P. Michalak, Piotr Sankowski |
| 2025 | Evaluating the Simulation of Human Personality-Driven Susceptibility to Misinformation with LLMs. | Manuel Pratelli, Marinella Petrocchi |
| 2025 | Improving Reinforcement Learning Sample-Efficiency Using Local Approximation. | Mohit Prashant, Arvind Easwaran |
| 2025 | Dynamic Task-Adaptive Meta Optimization for Cold-Start Recommendation. | Tushar Prakash, Raksha Jalan, Brijraj Singh, Niranjan Pedanekar |
| 2025 | Explainable Multimodal Hybrid Vision Transformers for Emotional Speech Recognition. | Pawel Powroznik, Maria Skublewska-Paszkowska, Krzysztof Dziedzic, Marcin Barszcz, Kinga Chwaleba, Weronika Wach, Vimala Nunavath |
| 2025 | NITRO-D: Native Integer-Only Training of Deep Convolutional Neural Networks. | Alberto Pirillo, Luca Colombo, Manuel Roveri |
| 2025 | SPARK: Semantic Planning with Augmented Retrieval and Knowledge - An LLM-Based Orienteering System. | Alessandro Pio, Fabio Persia, Giovanni Pilato, Daniela D'Auria, Mouzhi Ge |
| 2025 | Translate, Now! Near Real-Time Speech-to-Speech Translation with Urgency Preservation. | Simone Pinna, Francesca Maridina Malloci, Mirko Marras, Diego Reforgiato Recupero, Daniele Riboni, Giuseppe Scarpi |
| 2025 | GeoPl@ntNet: A Platform for Exploring Essential Biodiversity Variables. | Luks Picek, Csar Leblanc, Alexis Joly, Pierre Bonnet, Rmi Palard, Maximilien Servajean |
| 2025 | Robust Coordination Under Misaligned Communication via Power Regularization. | Nancirose Piazza, Amirhossein Karimi, Behnia Soleymani, Vahid Behzadan, Stefan Sarkadi |
| 2025 | Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs. | Hung Manh Pham, Jialu Tang, Aaqib Saeed, Dong Ma |
| 2025 | ALF: A Fine-Grained French Analogical Dataset for Evaluating Lexical Knowledge of Large Language Models. | Alexander Petrov, Antoine Venant, Franois Lareau, Yves Lepage, Philippe Langlais |
| 2025 | Assessing Agentic AI & AI Agents Concepts and Platforms Through the Lens of Traditional Multi-Agent Systems Principles. | Chlo Petridis, Somsakun Maneerat, Guillaume Muller, Heloise Pajot |
| 2025 | SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation. | Wenqing Peng, Zhi-Song Liu, Michael Boy |
| 2025 | GCQ-ViT: Group-Aware Collaborative Post-Training Quantization for Vision Transformers. | Pan Peng, Wenbin Guo, Ping Wei, Wei Zhou |
| 2025 | Cross-Modal Temporal Fusion for Financial Market Forecasting. | Yunhua Pei, John Cartlidge, Anandadeep Mandal, Daniel Gold, Enrique Marcilio, Riccardo Mazzon |
| 2025 | From Benchmarking to Understanding FairML. | Mykola Pechenizkiy, Hilde J. P. Weerts, Cassio de Campos, Yuya Sasaki, Julia Stoyanovich |
| 2025 | Attention Mechanism in Data-Driven Modeling: Empirical Verification. | Krzysztof Patan, Maciej Patan, Marek Kowal |