Artificial Intelligence

FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning AAAI 2025 FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025 FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization IJCAI 2025 FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning AAAI 2025 FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity CVPR 2025 FedSpaLLM: Federated Pruning of Large Language Models NAACL 2025 FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update AAAI 2025 FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence ICML 2025 FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025 FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine ICLR 2025 FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis AAAI 2025 FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation ICCV 2025 FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization ICCV 2025 FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning ICCV 2025 “Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations EMNLP 2025 Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and LLM-Generated CBT Sessions EMNLP 2025 Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling IJCAI 2025 FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection SemEval 2025 FERMI: Flexible Radio Mapping with a Hybrid Propagation Model and Scalable Autonomous Data Collection RSS 2025 Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025 Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models ICML 2025 Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms ICLR 2025 FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs EMNLP 2025 Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025 Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning EMNLP 2025