Yiyang Zhou

Mimicking the Physicist's Eye: A VLM-centric Approach for Physics Formula Discovery

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding

Anyprefer: An Agentic Framework for Preference Data Synthesis

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Fading Focus: Mitigating Visual Attention Degradation in Large Vision-Language Models