Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation Paper • 2607.24731 • Published 4 days ago • 73
CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation Paper • 2605.25378 • Published May 25 • 62
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published Apr 14 • 102
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 239
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 152
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning Paper • 2603.03790 • Published Mar 4 • 122
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining Paper • 2602.07085 • Published Feb 6 • 192
Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR Paper • 2602.05261 • Published Feb 5 • 54
TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers Paper • 2601.14133 • Published Jan 20 • 61
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines Paper • 2601.09465 • Published Jan 14 • 42
EvasionBench: Detecting Evasive Answers in Financial Q&A via Multi-Model Consensus and LLM-as-Judge Paper • 2601.09142 • Published Jan 14 • 10
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published Jan 12 • 115
Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows Paper • 2512.13168 • Published Dec 15, 2025 • 54