Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation Paper • 2602.03619 • Published Feb 3 • 26
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published Jan 29 • 42
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 65
Kimi Linear: An Expressive, Efficient Attention Architecture Paper • 2510.26692 • Published Oct 30, 2025 • 128
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 229
Parallel Loop Transformer for Efficient Test-Time Computation Scaling Paper • 2510.24824 • Published Oct 28, 2025 • 17
Ouro Collection a family of pre-trained Looped Language Models. • 4 items • Updated Oct 29, 2025 • 25
Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets Paper • 2510.19944 • Published Oct 22, 2025 • 21
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published Sep 30, 2025 • 48
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling Paper • 2506.20512 • Published Jun 25, 2025 • 47