Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published 4 days ago • 36
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published 4 days ago • 49
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 5 days ago • 76
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published 4 days ago • 86
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published 6 days ago • 87
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published Dec 16, 2024 • 60
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published 16 days ago • 101
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published Jan 1, 2025 • 109
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published Dec 25, 2024 • 106
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published 17 days ago • 200
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2512.20848 • Published 11 days ago • 28
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published 17 days ago • 90
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published 12 days ago • 60
Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models Paper • 2512.20557 • Published 12 days ago • 48
Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience Paper • 2512.17260 • Published 16 days ago • 48
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published 17 days ago • 109