Fuxiao Liu

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

arXiv 2026

Towards Multimodal Lifelong Understanding: A Dataset and Agentic Baseline

arXiv 2026

Self-Rewarding Vision-Language Model via Reasoning Decomposition

arXiv 2025

First Frame Is the Place to Go for Video Content Customization

arXiv 2025

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

arXiv 2025

A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges

arXiv 2025

Mosaic-IT: Free Compositional Data Augmentation Improves Instruction Tuning

arXiv 2024

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning

arXiv 2023

HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models

CVPR 2024 1

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

arXiv 2023

DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents

arXiv 2023

Visual News: Benchmark and Challenges in News Image Captioning

EMNLP 2021 11

Zongxia Li

Xiyang Wu

Tianyi Zhou

Yaser Yacoob

Chengsong Huang

Dong Yu

Guangyao Shi

Hongyang Du

Ming Li

Yijun Liang