model merging

Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025 Model Merging for Knowledge Editing ACL 2025 Model Merging to Maintain Language-Only Performance in Developmentally Plausible Multimodal Models EMNLP 2025 Model merging with SVD to tie the Knots ICLR 2025 MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025 Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine ICLR 2025 Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ACL 2025 Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025 NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025 Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025 No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces ICML 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025 Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025 Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025 PLeaS - Merging Models with Permutations and Least Squares CVPR 2025 PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches ICLR 2025 RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025 Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025 Representation Surgery in Model Merging with Probabilistic Modeling ICML 2025 Robust fine-tuning of speech recognition models via model merging: application to disordered speech Interspeech 2025 Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging EMNLP 2025 Scalable Model Merging with Progressive Layer-wise Distillation ICML 2025