Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published 19 days ago • 373
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published 30 days ago • 155
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published 23 days ago • 84
Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis Paper • 2608.18940 • Published Aug 19 • 35
Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning Paper • 2607.29211 • Published Jul 31 • 14
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces Paper • 2608.03451 • Published Aug 4 • 34
Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data Paper • 2608.02580 • Published Aug 3 • 27