Revitalizing the Beginning: Avoiding Storage Dependency for Model Merging in Continual Learning Paper • 2605.08311 • Published 10 days ago • 1
Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Paper • 2605.11679 • Published 5 days ago • 1
DC-Merge: Improving Model Merging with Directional Consistency Paper • 2603.06242 • Published Mar 6 • 1
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models Paper • 2502.12420 • Published Feb 18, 2025 • 1
Model Merging in the Era of Large Language Models: Methods, Applications, and Future Directions Paper • 2603.09938 • Published Mar 30 • 1
Optimizing Neural Networks with Kronecker-factored Approximate Curvature Paper • 1503.05671 • Published Mar 19, 2015 • 1
RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging Paper • 2508.03121 • Published Aug 5, 2025 • 1
Multi-objective Evolutionary Merging Enables Efficient Reasoning Models Paper • 2604.06465 • Published Apr 7 • 1
Activation-Guided Consensus Merging for Large Language Models Paper • 2505.14009 • Published Nov 14, 2025 • 1
Mergenetic: a Simple Evolutionary Model Merging Library Paper • 2505.11427 • Published May 16, 2025 • 15
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training Paper • 2605.09608 • Published 8 days ago • 48
Towards Adaptive Continual Model Merging via Manifold-Aware Expert Evolution Paper • 2604.22464 • Published 24 days ago • 1