ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities? Paper • 2608.03874 • Published 2 days ago • 11
GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding Paper • 2605.15250 • Published May 14 • 14
HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention Paper • 2603.28458 • Published Mar 30 • 44
Multi-Agent Evolve: LLM Self-Improve through Co-evolution Paper • 2510.23595 • Published Oct 27, 2025 • 14
Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation Paper • 2601.11258 • Published Jan 16 • 10
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation Paper • 2505.18777 • Published May 24, 2025 • 1