Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 118
LightRAG: Simple and Fast Retrieval-Augmented Generation Paper • 2410.05779 • Published Oct 8, 2024 • 38
On Data Engineering for Scaling LLM Terminal Capabilities Paper • 2602.21193 • Published Feb 24 • 102
PaperBanana: Automating Academic Illustration for AI Scientists Paper • 2601.23265 • Published Jan 30 • 223
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published Feb 11 • 244
Green-VLA: Staged Vision-Language-Action Model for Generalist Robots Paper • 2602.00919 • Published Jan 31 • 324
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published Feb 5 • 352
Linear representations in language models can change dramatically over a conversation Paper • 2601.20834 • Published Jan 28 • 21
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 513