Learning Paradigms

Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025 GTA: Towards Generative Text-To-Audio Retrieval via Multi-Scale Tokenizer Interspeech 2025 HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning AAAI 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts IJCAI 2025 HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025 HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving CVPR 2025 How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025 Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025 HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks CVPR 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update AAAI 2025 Inefficiencies of Meta Agents for Agent Design EMNLP 2025 Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning CVPR 2025 Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025 IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025 Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy ICCV 2025 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025 Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025 Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025