ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection Paper • 2601.09195 • Published 5 days ago • 9 • 4
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning Paper • 2601.09088 • Published 5 days ago • 54 • 5
$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published 5 days ago • 79 • 3
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 7 days ago • 108 • 4
GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts Paper • 2601.05110 • Published 11 days ago • 27 • 5
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 8 days ago • 202 • 7
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 11 days ago • 194 • 8