conftrace_

model fusion

72 papers

Explore in graph

Co-occurring keywords

large language model (13587) language model (4599) federated learning (1333) neural network (6616) knowledge distillation (3725) ensemble learning (1274) low-rank adaptation (560) model ensemble (247) multimodal learning (4645) text classification (6793)

Papers

LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026
H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs EACL 2026
ProFuser: Progressive Fusion of Large Language Models AAAI 2026
Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026
Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example AAAI 2026
qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs AAAI 2026
Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs CVPR 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
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
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ACL 2025
Cool-Fusion: Fuse Large Language Models without Training ACL 2025
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024
Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models EMNLP 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NIPS 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024
Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models INTERSPEECH 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NIPS 2024
URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024