Yazhe Niu

One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning

From Perception to Punchline: Empowering VLM with the Art of In-the-Wild Meme

Let Androids Dream of Electric Sheep: A Human-Inspired Image Implication Understanding and Reasoning Framework

Think Out Loud, Pause in Silence: Confidence-Guided Reflect–Pause–Abort for Robust Audio Perceptual Understanding

Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM

OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance

Revisiting Generative Policies: A Simpler Reinforcement Learning Algorithmic Perspective

OMNIBAL: TOWARDS FAST INSTRUCT-TUNING FOR VISION-LANGUAGE MODELS VIA OMNIVERSE COMPUTATION BALANCE

ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze