DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction Paper • 2611.03142 • Published 13 days ago • 16 • 4
On the Design of Hyper-Connections: Simplification, Stability, and Scalability Paper • 2611.05984 • Published 11 days ago • 29
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction Paper • 2611.03142 • Published 13 days ago • 16
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction Paper • 2611.03142 • Published 13 days ago • 16
Residual Stream Duality in Modern Transformer Architectures Paper • 2603.16039 • Published Mar 17 • 4
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach Paper • 2603.13364 • Published Mar 9 • 9
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach Paper • 2603.13364 • Published Mar 9 • 9
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 67
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 67
ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning Paper • 2510.18250 • Published Oct 21, 2025 • 14
ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning Paper • 2510.18250 • Published Oct 21, 2025 • 14
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published Oct 20, 2025 • 69
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Paper • 2510.13554 • Published Oct 15, 2025 • 59
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Paper • 2509.12201 • Published Sep 15, 2025 • 107