model fusion

FusionAgent: A Multimodal Agent with Dynamic Model Selection for Human Recognition CVPR 2026 H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs EACL 2026 ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026 Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026 LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026 Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning UAI 2026 Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example AAAI 2026 ProFuser: Progressive Fusion of Large Language Models AAAI 2026 qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs AAAI 2026 Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning SemEval 2026 AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion ICML 2025 Cool-Fusion: Fuse Large Language Models without Training ACL 2025 Copyright-Protected Language Generation via Adaptive Model Fusion ICLR 2025 DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025 Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025 FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine ICLR 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation AAAI 2025 Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ACL 2025 K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs CVPR 2025 LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025 MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction AAAI 2025 OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces ICLR 2025 OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025