Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published 7 days ago • 58 • 4
ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection Paper • 2601.09195 • Published 9 days ago • 15 • 6
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning Paper • 2601.09088 • Published 9 days ago • 57 • 6
$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published 9 days ago • 82 • 3
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 11 days ago • 110 • 4
GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts Paper • 2601.05110 • Published 14 days ago • 28 • 5
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 11 days ago • 206 • 7
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 14 days ago • 203 • 8