百晓学者学者目录

刘晓红

副教授、教授，大连科技学院

精选作品

期刊论文

2026

生成式人工智能融入教育：教师的可为、应为与善为——《教师生成式人工智能应用指引（第一版）》编写逻辑与内涵立意

刘晓红，胡小勇

《电化教育研究》，Vol. 47, No. 9

下载原文

2026

基于SM9的密文策略属性基加密

刘晓红，林超，伍玮，黄欣沂

《中国科学:信息科学》

2026

A unified framework and benchmark for generalizable biomedical knowledge extraction and applications with large language models

Wuyang Lan, Siqi Zhang, Wenzheng Wang, Ke Hu, Tianrun Gao, Lei Shi, Zong-Bo Han, Yan-Jun Chen, Hao Zhang, Song Wu, Xiaohong Liu, Guangyu Wang

Cell Reports Medicine

DOI

2026

VCAgent: A Mutation-Guided Self-Reflective Agent Framework for Virtual Cell Modeling

Zhiyun Li, Rong Han, Xiao-Yong Wang, Guofeng Zhang, Wei-Xi Gao, Yusheng Su, Zihan Tian, Xiaohong Liu, Guangyu Wang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

DOI

2026

Towards World Models in Biomedical Research

Guangyu Wang, Jingkun Yue, Siqi Zhang, Yu Liu, Xiaoyu Wang, Ming-Yuan Meng, Changwei Ji, Zong-Bo Han, Yulin Wang, Yang Yue, Frank Fu, Ting Chen, Song Wu, Zi-Wei Liu, Jiangning Song, Ming Li, Gao Huang, Xiaohong Liu, Athanasios V. Vasilakos, Xing-Cai Zhang, Ping Zhang, Yong Li

arXiv.org

DOI

2025

人工智能融入基础教育：助内卷抑或提新质？

胡小勇，刘雪旎，陈丽诗，刘颜帆，刘晓红

《开放教育研究》，Vol. 31, No. 2

下载原文DOI

2025

科学教育的政策研究：国际动向与本土启示

胡小勇，张雅慧，李艺凡，刘晓红

《中国电化教育》，No. 2

下载原文

2025

FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging

Tianrun Gao, Keyan Liu, Yuning Yang, Xiaohong Liu, Ping Zhang, Guangyu Wang

IEEE journal of biomedical and health informatics

DOI

2025

A generalist medical language model for disease diagnosis assistance

Xiaohong Liu, Hao Liu, Guoxing Yang, Ze-Yu Jiang, Shu-Guang Cui, Zhaoze Zhang, Huan Wang, Liyuan Tao, Yongchang Sun, Zhu Song, Tian-Pei Hong, Jin Yang, Tianrun Gao, Jiang-Jiang Zhang, Xiaohu Li, Jing Zhang, Ye Sang, Zhao Yang, Kan-Min Xue, Song Wu, Ping Zhang, Jian Yang, Chun-Li Song, Guangyu Wang

Nature Medicine

DOI

2025

The potential of large language models to advance precision oncology

Shu-Fan Liang, Jiang-Jiang Zhang, Xing-Ting Liu, Yinkui Huang, Jun Shao, Xiaohong Liu, Wei-Min Li, Guangyu Wang, Cheng-Di Wang

EBioMedicine

DOI

2025

A generalist foundation model and database for open-world medical image segmentation

Siqi Zhang, Qi-Zhe Zhang, Shang-Hang Zhang, Xiaohong Liu, Jingkun Yue, Ming Lu, Huihuan Xu, Jiaxin Yao, Xiaobao Wei, Jia-Jun Cao, Xiang Zhang, Ming Gao, Jun Shen, Yi-Chang Hao, Yin-Kui Wang, Xing-Cai Zhang, Song Wu, Ping Zhang, Shu-Guang Cui, Guangyu Wang

Nature Biomedical Engineering

DOI

2025

ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model

Wuyang Lan, Wenzheng Wang, Changwei Ji, Guoxing Yang, Yongbo Zhang, Xiaohong Liu, Luo-Nan Chen, Sheng-Ge Li, Song Wu, Guangyu Wang

arXiv.org

DOI

2025

Federated task-adaptive learning for personalized selection of human IVF-derived embryos

Tianrun Gao, Yuning Yang, Kai Wang, Yuanxu Gao, Li-Shuang Ma, Lei Chen, Guangdong Liu, Ping Zhang, Xiaohong Liu, Guangyu Wang

Communications Medicine

DOI

2025

BioLabAgents: A Multi-Agent Framework for Scientific Idea Generation and Evaluation on Biomedical Research Trajectories

Yan Li, Wuyang Lan, Changwei Ji, Kun Ao, Kecheng Xue, Wenzheng Wang, Yijian Wu, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains

Leyan Xue, Zongbo Han, Kecheng Xue, Xiaohong Liu, Guangyu Wang, Chang-Qing Zhang

AAAI Conference on Artificial Intelligence

DOI

2025

Current progress and open challenges for applying artificial intelligence across the in vitro fertilization cycle

Yuanxu Gao, Yifeng Yuan, Kai Wang, Yuan-Yuan Wang, Tianrun Gao, Yi-Ru Yang, Li-Shuang Ma, Rong Li, Guangyu Wang, Xiaohong Liu

Patterns

DOI

2025

MedSG-Bench: A Benchmark for Medical Image Sequences Grounding

Jingkun Yue, Siqi Zhang, Zinan Jia, Huihuan Xu, Zong-Bo Han, Xiaohong Liu, Guangyu Wang

Neural Information Processing Systems

DOI

2024

人工智能融入教育：全球态势与中国路向

胡小勇，林梓柔，刘晓红

《电化教育研究》，Vol. 45, No. 12

下载原文

2024

基于SM9的密钥策略属性基加密及快速解密

刘晓红，黄欣沂，程朝辉，伍玮

《计算机学报》

2024

一种区块链教学平台的搭建——以以太坊为例

刘晓红

《中国科技信息》

2024

MWS-SAM: SAM-based Framework for Weakly Supervised Tumor Segmentation

Jiaxin Yao, Siqi Zhang, Yiwen Hu, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

MoVL: Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks

Haijiang Tian, Jingkun Yue, Xiaohong Liu, Guoxing Yang, Ze-Yu Jiang, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Expert-level vision-language foundation model for real-world radiology and comprehensive evaluation

Xiaohong Liu, Guoxing Yang, Yulin Luo, J. Mao, Xiang Zhang, Hai-Bo Wang, Zhi-Yang He, Ming Gao, Shang-Hang Zhang, Jun Shen, Guangyu Wang

arXiv.org

DOI

2024

Dense Contrastive-Based Federated Learning for Dense Prediction Tasks on Medical Images

Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiao-Dong Xu, Ping Zhang, Guangyu Wang

IEEE journal of biomedical and health informatics

DOI

2024

A generalized AI system for human embryo selection covering the entire IVF cycle via multi-modal contrastive learning

Guangyu Wang, Kai Wang, Yuanxu Gao, Long-Bin Chen, Tianrun Gao, Yuan-Lin Ma, Ze-Yu Jiang, Guoxing Yang, Fa-Jin Feng, Shuo-Ping Zhang, Yi-Fan Gu, Guangdong Liu, Lei Chen, Li-Shuang Ma, Ye Sang, Yanwen Xu, Ge Lin, Xiaohong Liu

Patterns

DOI

2024

Adapting Large Language Models for Biomedicine though Retrieval-Augmented Generation with Documents Scoring

Yinkui Huang, Tianrun Gao, Jiang-Jiang Zhang, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

ASC-3DSAM: Adjacent-Slice Correspondence-guided SAM for 3D Medical Image Segmentation

Huihuan Xu, Siqi Zhang, Jingkun Yue, Tong Tong, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Enhancing High-Resolution Image Compression Through Local-Global Joint Attention Mechanism

Ze-Yu Jiang, Xiaohong Liu, Aini Li, Guangyu Wang

IEEE Signal Processing Letters

DOI

2024

DED-SAM: Data-Efficient Distillation towards light-weight Medical SAM via Diverse, Balanced, Representative Core-Set Selection

Jingkun Yue, Siqi Zhang, Huihuan Xu, Tong Tong, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction

Rong Han, Xiaohong Liu, Tong Pan, Jing Xu, Xiao-Yong Wang, Wuyang Lan, Zhenyu Li, Zixuan Wang, Jiang-Ning Song, Guangyu Wang, Ting Chen

AAAI Conference on Artificial Intelligence

DOI

2024

DIFFSC: Semantic Communication Framework With Enhanced Denoising Through Diffusion Probabilistic Models

Ze-Yu Jiang, Xiaohong Liu, Guoxing Yang, Wei-Zhi Li, Aini Li, Guangyu Wang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2023

Detection of sarcopenia using deep learning-based artificial intelligence body part measure system (AIBMS)

Shangzhi Gu, Li-Xue Wang, Rong Han, Xiaohong Liu, Yizhe Wang, Ting Chen, Zhuo-Zhao Zheng

Frontiers in Physiology

DOI

2023

MedKPL: A heterogeneous knowledge enhanced prompt learning framework for transferable diagnosis

Yuxing Lu, Xiaohong Liu, Zongxin Du, Yuanxu Gao, Guangyu Wang

Journal of Biomedical Informatics

DOI

2023

Domain Knowledge Driven Semantic Communication for Image Transmission Over Wireless Channels

Ai-Ni Li, Xiaohong Liu, Guangyu Wang, Ping Zhang

IEEE Wireless Communications Letters

DOI

2023

Intelligent prognosis evaluation system for stage I-III resected non-small-cell lung cancer patients on CT images: a multi-center study

Siqi Zhang, Xiaohong Liu, Lixin Zhou, Kai Wang, Jun Shao, Jianyu Shi, Xuan Wang, J. Mu, Tianrun Gao, Ze-Yu Jiang, Ke-Zhong Chen, Cheng-Di Wang, Guangyu Wang

EClinicalMedicine

DOI

2023

TransMRSR: transformer-based self-distilled generative prior for brain MRI super-resolution

Sha-Wo Huang, Xiaohong Liu, Tao Tan, Meng-Han Hu, Xiao-Er Wei, Ting Chen, Bin Sheng

The Visual Computer

DOI

2023

Deep-learning-enabled protein–protein interaction analysis for prediction of SARS-CoV-2 infectivity and variant evolution

Guangyu Wang, Xiaohong Liu, Kai Wang, Yuanxu Gao, Gen Li, D. Baptista-Hon, X. H. Yang, Kan-Min Xue, Wa-Hou Tai, Ze-Yu Jiang, Linling Cheng, Manson Fok, J. Lau, Shengyong Yang, Li-Gong Lu, Ping Zhang, Kang Zhang

Nature Medicine

DOI

2023

Enhancing Medical Language Understanding: Adapting LLMs to the Medical Domain through Hybrid Granularity Mask Learning

Long-Jun Fan, Xiaohong Liu, Yuhao Wang, Guoxing Yang, Zongxin Du, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2023

A Comprehensive Dataset and Automated Pipeline for Nailfold Capillary Analysis

Linxi Zhao, Jiankai Tang, Dongyu Chen, Xiaohong Liu, Yong Zhou, Yuan-Chun Shi, Guangyu Wang, Yuntao Wang

IEEE International Symposium on Biomedical Imaging

DOI

2023

FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous Data

Tianrun Gao, Xiaohong Liu, Yuning Yang, Guangyu Wang

International Conference on Information Photonics

DOI

2023

TAMM: A Task-Adaptive Multi-Modal Fusion Network for Facial-Related Health Assessments on 3D Facial Images

Kai Wang, Xiaohong Liu, Zheng-Chao Luo, Fa-Jin Feng, Guangyu Wang

International Conference on Information Photonics

DOI

2023

TCM-GPT: Efficient Pre-training of Large Language Models for Domain Adaptation in Traditional Chinese Medicine

Guoxing Yang, Jianyu Shi, Zan Wang, Xiaohong Liu, Guangyu Wang

Computer Methods and Programs in Biomedicine Update

DOI

2023

Optimized glycemic control of type 2 diabetes with reinforcement learning: a proof-of-concept trial

Guangyu Wang, Xiaohong Liu, Z. Ying, Guoxing Yang, Zhiwei Chen, Zhiwen Liu, Min Zhang, Hong-Mei Yan, Yuxing Lu, Yuanxu Gao, Kan-Min Xue, Xiaoying Li, Ying Chen

Nature Medicine

DOI

2023

Box2Pseudo: A Semi-Supervised Learning Framework for Pulmonary Nodule Segmentation with Box-Prompt Pseudo Supervision

Siqi Zhang, Jingkun Yue, Cheng-Di Wang, Xiaohong Liu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Self Adaptive Global-Local Feature Enhancement for Radiology Report Generation

Yuhao Wang, Kai Wang, Xiaohong Liu, Tianrun Gao, Jingyue Zhang, Guangyu Wang

International Conference on Information Photonics

DOI

2022

AIAT: Adaptive Iteration Adversarial Training for Robust Pulmonary Nodule Detection

Guoxing Yang, Xiaohong Liu, Jianyu Shi, Xianchao Zhang, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Enhanced CT Image Generation by GAN for Improving Thyroid Anatomy Detection

Jianyu Shi, Xiaohong Liu, Guoxing Yang, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Semantic Reasoning with NLI for Assertion Detection in Medical Text

Zongxin Du, Xiaohong Liu, J. Xu, Guo-Shun Nan, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Improving artificial intelligence pipeline for liver malignancy diagnosis using ultrasound images and video frames

Yiming Xu, Bo-Wen Zheng, Xiaohong Liu, Tao Wu, Jinxiu Ju, Shi-jie Wang, Yu-Fan Lian, Hong-Jun Zhang, Tong Liang, Ye Sang, Rui Jiang, Guangyu Wang, Jie Ren, Ting Chen

Briefings Bioinform.

DOI

2022

AMAT-Net: An Unbiased Network with High Performance for Metabolic Diseases Prediction Using Facial Images

Fa-Jin Feng, Kai Wang, Xiaohong Liu, Qi-Feng Gu, Guangyu Wang

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

Yolo-SG: Salience-Guided Detection Of Small Objects In Medical Images

Rong Han, Xiaohong Liu, Ting Chen

International Conference on Information Photonics

DOI

2021

Author Correction: A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images

Guangyu Wang, Xiaohong Liu, Jun Shen, Cheng-Di Wang, Zhihuan Li, Lin-Sen Ye, Xing-Wang Wu, Ting Chen, Kai Wang, Xuan Zhang, Zhongguo Zhou, Jian Yang, Ye Sang, Ruiyun Deng, W. Liang, Tao Yu, Ming Gao, Jin Wang, Zehong Yang, Huimin Cai, Guangming Lu, Ling-Yan Zhang, Lei Yang, Wen-Qin Xu, Winston Wang, Andrea Olvera, Ian Ziyar, Charlotte L. Zhang, Oulan Li, W. Liao, Jun Liu, Wen Chen, Wei Chen, Ji-Chan Shi, Lianghong Zheng, Long-Jiang Zhang, Zhihan Yan, Xiao-Guang Zou, Guiping Lin, Guiqun Cao, L. Lau, L. Mo, Yong Liang, M. Roberts, E. Sala, C. Schönlieb, Manson Fok, J. Lau, Tao Xu, Jian-Xing He, Kang Zhang, Wei-Min Li, Tianxin Lin

Nature Biomedical Engineering

DOI

2021

Explainable Dynamic Multimodal Variational Autoencoder for the Prediction of Patients With Suspected Central Precocious Puberty

Yiming Xu, Xiaohong Liu, Liyan Pan, Xiao-Jian Mao, Huiying Liang, Guangyu Wang, Ting Chen

IEEE journal of biomedical and health informatics

DOI

2021

Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images

Kang Zhang, Xiaohong Liu, Jie Xu, Jin Yuan, Wenjia Cai, Ting Chen, Kai Wang, Yuanxu Gao, S. Nie, Xiaodong Xu, Xiaoqi Qin, Yuandong Su, Wen-Qin Xu, Andrea Olvera, Kan-Min Xue, Zhihuan Li, Meixia Zhang, Xiao-Xi Zeng, Charlotte L. Zhang, Oulan Li, Edward Zhang, Jie Zhu, Yiming Xu, Daniel S. Kermany, Kai-Xin Zhou, Ying Pan, Shao-Yun Li, I. Lai, Y. Chi, Changuang Wang, M. Pei, Guangxi Zang, Qi Zhang, J. Lau, Dennis S. C. Lam, Xiao-Guang Zou, Aizezi Wumaier, Jianquan Wang, Yin Shen, Fan-Fan Hou, Ping Zhang, Tao Xu, Yong Zhou, Guangyu Wang

Nature Biomedical Engineering

DOI

2021

A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images

Guangyu Wang, Xiaohong Liu, Jun Shen, Cheng-Di Wang, Zhihuan Li, Lin-Sen Ye, Xing-Wang Wu, Ting Chen, Kai Wang, Xuan Zhang, Zhongguo Zhou, Jian Yang, Ye Sang, Ruiyun Deng, W. Liang, Tao Yu, Ming Gao, Jin Wang, Zehong Yang, Huimin Cai, Guangming Lu, Ling-Yan Zhang, Lei Yang, Wen-Qin Xu, Winston Wang, Andrea Olvera, Ian Ziyar, Charlotte L. Zhang, Oulan Li, W. Liao, Jun Liu, Wen Chen, Wei Chen, Ji-Chan Shi, Lianghong Zheng, Long-Jiang Zhang, Zhihan Yan, Xiao-Guang Zou, Guiping Lin, Guiqun Cao, L. Lau, L. Mo, Yong Liang, M. Roberts, E. Sala, C. Schönlieb, Manson Fok, J. Lau, Tao Xu, Jian-Xing He, Kang Zhang, Wei-Min Li, Tianxin Lin

Nature Biomedical Engineering

DOI

2021

EyeHealer: A large-scale anterior eye segment dataset with eye structure and lesion annotations

Wenjia Cai, Jie Xu, Ke Wang, Xiaohong Liu, Wen-Qin Xu, Huimin Cai, Yuanxu Gao, Yuandong Su, Meixia Zhang, Jie Zhu, Charlotte L. Zhang, Edward Zhang, Fangfei Wang, Yun Yin, I. Lai, Guangyu Wang, Kang Zhang, Yingfeng Zheng

Precision Clinical Medicine

DOI

2021

Deep Active Learning For Fibrosis Segmentation Of Chest CT Scans From Covid-19 Patients

Xiaohong Liu, Kai Wang, Ting Chen

International Conference on Information Photonics

DOI

2020

Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography

Kang Zhang, Xiaohong Liu, Jun Shen, Zhihuan Li, Ye Sang, Xing-yue Wu, Y. Zha, Wen-Hua Liang, Cheng-Di Wang, Ke Wang, Lin-Sen Ye, Ming Gao, Zhongguo Zhou, Liang Li, Jin Wang, Zehong Yang, Hui-Min Cai, Jie Xu, Lei Yang, W. Cai, Wen-Qin Xu, Shao-xu Wu, Wei Zhang, Shanping Jiang, Lianghong Zheng, Xuan Zhang, Li Wang, Liu Lu, Jiaming Li, H. Yin, Winston Wang, Oulan Li, Charlotte L. Zhang, Liang Liang, Tao Wu, Ruiyun Deng, Kang Wei, Yong Zhou, Ting Chen, J. Lau, Manson Fok, Jian-Xing He, Tianxin Lin, Wei-Min Li, Guangyu Wang

Cell

DOI

2020

KISEG: A Three-Stage Segmentation Framework for Multi-level Acceleration of Chest CT Scans from COVID-19 Patients

Xiaohong Liu, Kai Wang, Ke Wang, Ting Chen, Kang Zhang, Guangyu Wang

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2020

Anterior Segment Eye Lesion Segmentation with Advanced Fusion Strategies and Auxiliary Tasks

Ke Wang, Xiaohong Liu, Kang Zhang, Ting Chen, Guangyu Wang

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2019

基于多算子协同进化的自适应并行量子遗传算法

曲志坚，陈宇航，李盘靖，刘晓红，李彩虹

《电子学报》

2019

Bone Age Assessment by Deep Convolutional Neural Networks Combined with Clinical TW3-RUS

Xiaohong Liu, Guangyu Wang, Yiming Xu, Ning Chen, Ting Chen

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2019

DeepTriager: A Neural Attention Model for Emergency Triage with Electronic Health Records

Guangyu Wang, Xiaohong Liu, K. Xie, Ning Chen, Ting Chen

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2014

对一种无证书代理签名方案的分析与改进

刘晓红，张建中

《计算机工程与应用》

2013

3G核心网软件体系关键技术分析

刘晓红

《科技资讯》

2012

基于逻辑运算的光域网络编码节点模型

曲志坚，柏琳，刘晓红

《电子学报》

2011

企业网用户终端安全管理系统的研究

吕滨，关双城，刘晓红

《网络安全技术与应用》

2011

运动目标检测和目标区域的估算

于雪莲，宋洋，刘晓红

《通信技术》

2011

基于风险权重的信息安全评估模型的研究

吕滨，关双城，刘晓红，杨泽雪，于燕飞，王亚东

《黑龙江工程学院学报》

2011

信息安全管理体系认证及认可

刘晓红

《质量与认证》

2008

基于小波变换的视频图像压缩算法研究

刘苹妮，刘晓红，王志虎

《现代电子技术》

2006

基于完全二叉树概念的算法设计与分析

李爱华，刘晓红，张衍杰

《山东理工大学学报(自然科学版)》

2005

利用VC实现真彩色位图到灰度图的转换

周雪芹，刘晓红

《自动化技术与应用》

1996

序列图象中运动点目标实时跟踪算法

刘晓红，钱新滨，陈景春，崔健一

《自动化技术与应用》

1992

基于启发性知识研究生院课表编排系统

李盘林，李立健，刘晓红，刘德铮，迟来萍

《计算机学报》

会议论文

2004

计算机网络安全中物理隔离的实现

刘波，刘晓红，李正涛

《中国自动化学会全国第九届自动化新技术学术交流会》

预印本

2026

FAR-DPO: Feasibility-Aware and Robust Direct Preference Optimization for Cyclic Peptide Design

Guofeng Zhang, Rong Han, Xiaoyu Wang, Zhiyun Li, Zongbo Han, Xiaohong Liu, Guangyu Wang

arXiv preprint

2026

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations

Jiyao Liu, Junzhi Ning, Chenglong Ma, Wanying Qu, Jianghan Shen, Siqi Luo, Jinjie Wei, Jin Ye, Pengze Li, Tianbin Li, Jiashi Lin, Hongming Shan, Xinzhe Luo, Xiaohong Liu, Lihao Liu, Junjun He, Ningsheng Xu

arXiv preprint

2026

A$^2$-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks

Huayu Zheng, Guangzhao Li, Baixuan Zhao, Siqi Luo, Hantao Jiang, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2026

MoGen: A Unified Collaborative Framework for Controllable Multi-Object Image Generation

Yanfeng Li, Yue Sun, Keren Fu, Sio-Kei Im, Xiaoming Liu, Guangtao Zhai, Xiaohong Liu, Tao Tan

arXiv preprint

2026

Light Up Your Face: A Physically Consistent Dataset and Diffusion Model for Face Fill-Light Enhancement

Jue Gong, Zihan Zhou, Jingkai Wang, Xiaohong Liu, Yulun Zhang, Xiaokang Yang

arXiv preprint

2026

From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation

Baixuan Zhao, Xinyu Zhang, Huayu Zheng, Shuaicheng Liu, Xiongkuo Min, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2026

Learning to Wander: Improving the Global Image Geolocation Ability of LMMs via Actionable Reasoning

Yushuo Zheng, Huiyu Duan, Zicheng Zhang, Xiaohong Liu, Xiongkuo Min

arXiv preprint

2026

PVRF: All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow

Wei Dong, Han Zhou, Terry Ji, Guanhua Zhao, Shahab Asoodeh, Yulun Zhang, Guangtao Zhai, Jun Chen, Xiaohong Liu

arXiv preprint

2026

Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution

Ao Li, Yapeng Du, Yi Xin, Lei Zhu, Le Zhang, Guangtao Zhai, Ce Zhu, Xiaohong Liu

arXiv preprint

2026

STEP-OPD: Rethinking Output Targets and Internal Dynamics in On-Policy Distillation for Diffusion Models

Qingyan Wei, Guangzhao Li, Xiaobing Tu, Yinggui Wang, Xiantao Zhang, Jinkui Ren, Xiaohong Liu, Linfeng Zhang

arXiv preprint

2026

HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence

Yanfeng Li, Tao Tan, Qingquan Gao, Zhiwen Cao, Xiaohong liu, Yue Sun

arXiv preprint

2026

A2BFR: Attribute-Aware Blind Face Restoration

Chenxin Zhu, Yushun Fang, Lu Liu, Shibo Yin, Xiaohong Liu, Xiaoyun Zhang, Qiang Hu, Guangtao Zhai

arXiv preprint

2026

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal

Telang Xu, Chaoyang Zhang, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2026

DVFace: Spatio-Temporal Dual-Prior Diffusion for Video Face Restoration

Zheng Chen, Bowen Chai, Rongjun Gao, Mingtao Nie, Xi Li, Bingnan Duan, Jianping Fang, Xiaohong Liu, Linghe Kong, Yulun Zhang

arXiv preprint

2026

Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models

Siqi Luo, Jianghan Shen, Yi Xin, Huayu Zheng, Haoxing Chen, Yan Tai, Yue Li, Junjun He, Yihao Liu, Guangtao Zhai, Yuewen Cao, Xiaohong Liu

arXiv preprint

2026

Samba+: General and Accurate Salient Object Detection via A More Unified Mamba-based Framework

Wenzhuo Zhao, Keren Fu, Jiahao He, Xiaohong Liu, Qijun Zhao, Guangtao Zhai

arXiv preprint

2026

InsertFuse: A Unified Framework for Multi-Category Reference-Guided Image Insertion

Guangzhao Li, Qingyan Wei, Huayu Zheng, Yige Zheng, Chaoyang Zhang, Jie Yang, Yunan Ding, Yan Tai, Siqi Luo, Xiaohong Liu

arXiv preprint

2025

Improving Video Generation with Human Feedback

Jie Liu, Gongye Liu, Jiajun Liang, Ziyang Yuan, Xiaokun Liu, Mingwu Zheng, Xiele Wu, Qiulin Wang, Menghan Xia, Xintao Wang, Xiaohong Liu, Fei Yang, Pengfei Wan, Di Zhang, Kun Gai, Yujiu Yang, Wanli Ouyang

arXiv preprint

2025

REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding

Yan Tai, Luhao Zhu, Yunan Ding, Yiying Dong, Guangtao Zhai, Xiaohong Liu, Guodong Guo

arXiv preprint

2025

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning

Yuqin Cao, Yixuan Gao, Wei Sun, Xiaohong Liu, Yulun Zhang, Xiongkuo Min

arXiv preprint

2025

IllusionBench+: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models

Yiming Zhang, Zicheng Zhang, Xinyi Wei, Xiaohong Liu, Guangtao Zhai, Xiongkuo Min

arXiv preprint

2025

Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing

Ruiyi Wang, Yushuo Zheng, Zicheng Zhang, Chunyi Li, Shuaicheng Liu, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Image Quality Assessment: From Human to Machine Preference

Chunyi Li, Yuan Tian, Xiaoyue Ling, Zicheng Zhang, Haodong Duan, Haoning Wu, Ziheng Jia, Xiaohong Liu, Xiongkuo Min, Guo Lu, Weisi Lin, Guangtao Zhai

arXiv preprint

2025

Q-REAL: Towards Realism and Plausibility Evaluation for AI-Generated Content

Shushi Wang, Zicheng Zhang, Chunyi Li, Wei Wang, Liya Ma, Fengjiao Chen, Xiaoyu Li, Xuezhi Cao, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Q-Save: Towards Scoring and Attribution for Generated Video Evaluation

Xiele Wu, Mingtao Chen, Zicheng Zhang, Yixian Liu, Yiming Liu, Jianxiang Lu, Jin Wang, Shushi Wang, Chunyi Li, Zhichao Hu, Lliu Yuhong, Xiongkuo Min, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Information Density Principle for MLLM Benchmarks

Chunyi Li, Xiaozhe Li, Zicheng Zhang, Yuan Tian, Ziheng Jia, Xiaohong Liu, Xiongkuo Min, Jia Wang, Haodong Duan, Kai Chen, Guangtao Zhai

arXiv preprint

2025

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results

Xiaohong Liu, Xiongkuo Min, Qiang Hu, Xiaoyun Zhang, Jie Guo, Guangtao Zhai, Shushi Wang, Yingjie Zhou, Lu Liu, Jingxin Li, Liu Yang, Farong Wen, Li Xu, Yanwei Jiang, Xilei Zhu, Chunyi Li, Zicheng Zhang, Huiyu Duan, Xiele Wu, Yixuan Gao, Yuqin Cao, Jun Jia, Wei Sun, Jiezhang Cao, Radu Timofte, Baojun Li, Jiamian Huang, Dan Luo, Tao Liu, Weixia Zhang, Bingkun Zheng, Junlin Chen, Ruikai Zhou, Meiya Chen, Yu Wang, Hao Jiang, Xiantao Li, Yuxiang Jiang, Jun Tang, Yimeng Zhao, Bo Hu, Zelu Qi, Chaoyang Zhang, Fei Zhao, Ping Shi, Lingzhi Fu, Heng Cong, Shuai He, Rongyu Zhang, Jiarong He, Zongyao Hu, Wei Luo, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li, Zhibo Chen, Mengjing Su, Yi Wang, Tuo Chen, Chunxiao Li, Shuaiyu Zhao, Jiaxin Wen, Chuyi Lin, Sitong Liu, Ningxin Chu, Jing Wan, Yu Zhou, Baoying Chen, Jishen Zeng, Jiarui Liu, Xianjin Liu, Xin Chen, Lanzhi Zhou, Hangyu Li, You Han, Bibo Xiang, Zhenjie Liu, Jianzhang Lu, Jialin Gui, Renjie Lu, Shangfei Wang, Donghao Zhou, Jingyu Lin, Quanjian Song, Jiancheng Huang, Yufeng Yang, Changwei Wang, Shupeng Zhong, Yang Yang, Lihuo He, Jia Liu, Yuting Xing, Tida Fang, Yuchun Jin

arXiv preprint

2025

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content

Shushi Wang, Chunyi Li, Zicheng Zhang, Han Zhou, Wei Dong, Jun Chen, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Static and Plugged: Make Embodied Evaluation Simple

Jiahao Xiao, Jianbo Zhang, BoWen Yan, Shengyu Guo, Tongrui Ye, Kaiwei Zhang, Zicheng Zhang, Xiaohong Liu, Zhengxue Cheng, Lei Fan, Chuyi Li, Guangtao Zhai

arXiv preprint

2025

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment

Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan

arXiv preprint

2025

TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning

Siqi Luo, Haoran Yang, Yi Xin, Mingyang Yi, Guangyang Wu, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model

Yingjie Zhou, Jiezhang Cao, Farong Wen, Zicheng Zhang, Yu Zhou, Yue Shi, Xiaohong Liu, Radu Timofte, Luc Van Gool, Guangtao Zhai

arXiv preprint

2025

GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models

Yushuo Zheng, Jiangyong Ying, Huiyu Duan, Chunyi Li, Zicheng Zhang, Jing Liu, Xiaohong Liu, Guangtao Zhai

arXiv preprint

2025

QoNext: Towards Next-generation QoE for Foundation Models

Yijin Guo, Farong Wen, Ye Shen, Junying Wang, Qi Jia, Xiaohong Liu, Zicheng Zhang, Guangtao Zhai

arXiv preprint

2025

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

Qi Qin, Le Zhuo, Yi Xin, Ruoyi Du, Zhen Li, Bin Fu, Yiting Lu, Jiakang Yuan, Xinyue Li, Dongyang Liu, Xiangyang Zhu, Manyuan Zhang, Will Beddow, Erwann Millon, Victor Perez, Wenhai Wang, Conghui He, Bo Zhang, Xiaohong Liu, Hongsheng Li, Yu Qiao, Chang Xu, Peng Gao

arXiv preprint

2025

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation

Yi Xin, Le Zhuo, Qi Qin, Siqi Luo, Yuewen Cao, Bin Fu, Yangfan He, Hongsheng Li, Guangtao Zhai, Xiaohong Liu, Peng Gao

arXiv preprint

2025

Redundancy Principles for MLLMs Benchmarks

Zicheng Zhang, Xiangyu Zhao, Xinyu Fang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Haodong Duan, Kai Chen, Guangtao Zhai

arXiv preprint

2025

Who is a Better Player: LLM against LLM

Yingjie Zhou, Jiezhang Cao, Farong Wen, Li Xu, Yanwei Jiang, Jun Jia, Ronghui Li, Xiaohong Liu, Yu Zhou, Xiongkuo Min, Jie Guo, Zicheng Zhang, Guangtao Zhai

arXiv preprint

2025

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads

Yingjie Zhou, Jiezhang Cao, Zicheng Zhang, Farong Wen, Yanwei Jiang, Jun Jia, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2025

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding

Yi Xin, Qi Qin, Siqi Luo, Kaiwen Zhu, Juncheng Yan, Yan Tai, Jiayi Lei, Yuewen Cao, Keqi Wang, Yibin Wang, Jinbin Bai, Qian Yu, Dengyang Jiang, Yuandong Pu, Haoxing Chen, Le Zhuo, Junjun He, Gen Luo, Tianbin Li, Ming Hu, Jin Ye, Shenglong Ye, Bo Zhang, Chang Xu, Wenhai Wang, Hongsheng Li, Guangtao Zhai, Tianfan Xue, Bin Fu, Xiaohong Liu, Yu Qiao, Yihao Liu

arXiv preprint

2025

Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content

Zicheng Zhang, Tengchuan Kou, Shushi Wang, Chunyi Li, Wei Sun, Wei Wang, Xiaoyu Li, Zongyu Wang, Xuezhi Cao, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai

arXiv preprint

2025

MoEdit: On Learning Quantity Perception for Multi-object Image Editing

Yanfeng Li, Kahou Chan, Yue Sun, Chantong Lam, Tong Tong, Zitong Yu, Keren Fu, Xiaohong Liu, Tao Tan

arXiv preprint

2025

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling

Yi Xin, Juncheng Yan, Qi Qin, Zhen Li, Dongyang Liu, Shicheng Li, Victor Shea-Jay Huang, Yupeng Zhou, Renrui Zhang, Le Zhuo, Tiancheng Han, Xiaoqing Sun, Siqi Luo, Mengmeng Wang, Bin Fu, Yuewen Cao, Hongsheng Li, Guangtao Zhai, Xiaohong Liu, Yu Qiao, Peng Gao

arXiv preprint

2025

dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models

Yi Xin, Siqi Luo, Tianxiang Xu, Qi Qin, Haoxing Chen, Kaiwen Zhu, Zhiwei Zhang, Yangfan He, Rongchao Zhang, Jinbin Bai, Shuo Cao, Bin Fu, Junjun He, Yihao Liu, Yuewen Cao, Xiaohong Liu

arXiv preprint

2025

Multi-Dimensional Quality Assessment for Text-to-3D Assets: Dataset and Model

Kang Fu, Huiyu Duan, Zicheng Zhang, Xiaohong Liu, Xiongkuo Min, Jia Wang, Guangtao Zhai

arXiv preprint

2025

PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving

Zeyu Zhang, Zijian Chen, Zicheng Zhang, Yuze Sun, Yuan Tian, Ziheng Jia, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2025

Image Quality Assessment for Embodied AI

Chunyi Li, Jiaohao Xiao, Jianbo Zhang, Farong Wen, Zicheng Zhang, Yuan Tian, Xiangyang Zhu, Xiaohong Liu, Zhengxue Cheng, Weisi Lin, Guangtao Zhai

arXiv preprint

2025

Embodied Image Compression

Chunyi Li, Rui Qing, Jianbo Zhang, Yuan Tian, Xiangyang Zhu, Zicheng Zhang, Xiaohong Liu, Weisi Lin, Guangtao Zhai

arXiv preprint

2025

SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting

Xiaotong Huang, He Zhu, Zihan Liu, Weikai Lin, Xiaohong Liu, Zhezhi He, Jingwen Leng, Minyi Guo, Yu Feng

arXiv preprint

2025

EvalTalker: Learning to Evaluate Real-Portrait-Driven Multi-Subject Talking Humans

Yingjie Zhou, Xilei Zhu, Siyu Ren, Ziyi Zhao, Ziwen Wang, Farong Wen, Yu Zhou, Jiezhang Cao, Xiongkuo Min, Fengjiao Chen, Xiaoyu Li, Xuezhi Cao, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2025

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines

Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue

arXiv preprint

2025

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment

Shuhao Han, Haotian Fan, Fangyuan Kong, Wenjie Liao, Chunle Guo, Chongyi Li, Radu Timofte, Liang Li, Tao Li, Junhui Cui, Yunqiu Wang, Yang Tai, Jingwei Sun, Jianhui Sun, Xinli Yue, Tianyi Wang, Huan Hou, Junda Lu, Xinyang Huang, Zitang Zhou, Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao, Trong-Hieu Nguyen-Mau, Minh-Hoang Le, Minh-Khoa Le-Phan, Duy-Nam Ly, Hai-Dang Nguyen, Minh-Triet Tran, Yukang Lin, Yan Hong, Chuanbiao Song, Siyuan Li, Jun Lan, Zhichao Zhang, Xinyue Li, Wei Sun, Zicheng Zhang, Yunhao Li, Xiaohong Liu, Guangtao Zhai, Zitong Xu, Huiyu Duan, Jiarui Wang, Guangji Ma, Liu Yang, Lu Liu, Qiang Hu, Xiongkuo Min, Zichuan Wang, Zhenchen Tang, Bo Peng, Jing Dong, Fengbin Guan, Zihao Yu, Yiting Lu, Wei Luo, Xin Li, Minhao Lin, Haofeng Chen, Xuanxuan He, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Bo-Cheng Qiu, Chih-Chung Hsu, Chia-ming Lee, Yu-Fan Lin, Bo Yu, Zehao Wang, Da Mu, Mingxiu Chen, Junkang Fang, Huamei Sun, Wending Zhao, Zhiyu Wang, Wang Liu, Weikang Yu, Puhong Duan, Bin Sun, Xudong Kang, Shutao Li, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Jiarong He, Zhishan Qiao, Yongqing Huang, Zewen Chen, Zhe Pang, Juan Wang, Jian Guo, Zhizhuo Shao, Ziyu Feng, Bing Li, Weiming Hu, Hesong Li, Dehua Liu, Zeming Liu, Qingsong Xie, Ruichen Wang, Zhihao Li, Yuqi Liang, Jianqi Bi, Jun Luo, Junfeng Yang, Can Li, Jing Fu, Hongwei Xu, Mingrui Long, Lulin Tang

arXiv preprint

2025

Scaling-up Perceptual Video Quality Assessment

Ziheng Jia, Zicheng Zhang, Zeyu Zhang, Yingji Liang, Xiaorong Zhu, Chunyi Li, Jinliang Han, Haoning Wu, Bin Wang, Haoran Zhang, Guanyu Zhu, Qiyong Zhao, Xiaohong Liu, Guangtao Zhai, Xiongkuo Min

arXiv preprint

2025

Omni$^2$: Unifying Omnidirectional Image Generation and Editing in an Omni Model

Liu Yang, Huiyu Duan, Yucheng Zhu, Xiaohong Liu, Lu Liu, Zitong Xu, Guangji Ma, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet

arXiv preprint

2024

SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning

Yuning Yang, Han Yu, Chuan Sun, Tianrun Gao, Xiaohong Liu, Xiaodong Xu, Ping Zhang, Guangyu Wang

arXiv preprint

2024

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer

Wei Dong, Han Zhou, Yuqiong Tian, Jingke Sun, Xiaohong Liu, Guangtao Zhai, Jun Chen

arXiv preprint

2024

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment

Kai Liu, Ziqing Zhang, Wenbo Li, Renjing Pei, Fenglong Song, Xiaohong Liu, Linghe Kong, Yulun Zhang

arXiv preprint

2024

Q-Refine: A Perceptual Quality Refiner for AI-Generated Image

Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

arXiv preprint

2024

THQA: A Perceptual Quality Assessment Database for Talking Heads

Yingjie Zhou, Zicheng Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, Zhihua Wang, Xiao-Ping Zhang, Guangtao Zhai

arXiv preprint

2024

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs

Zicheng Zhang, Ziheng Jia, Haoning Wu, Chunyi Li, Zijian Chen, Yingjie Zhou, Wei Sun, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

arXiv preprint

2024

Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance

Xunchu Zhou, Xiaohong Liu, Yunlong Dong, Tengchuan Kou, Yixuan Gao, Zicheng Zhang, Chunyi Li, Haoning Wu, Guangtao Zhai

arXiv preprint

2024

CMC-Bench: Towards a New Paradigm of Visual Signal Compression

Chunyi Li, Xiele Wu, Haoning Wu, Donghui Feng, Zicheng Zhang, Guo Lu, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, Weisi Lin

arXiv preprint

2024

3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents

Yingjie Zhou, Zicheng Zhang, Farong Wen, Jun Jia, Yanwei Jiang, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2024

Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment

Tengchuan Kou, Xiaohong Liu, Zicheng Zhang, Chunyi Li, Haoning Wu, Xiongkuo Min, Guangtao Zhai, Ning Liu

arXiv preprint

2024

Quality Assessment in the Era of Large Models: A Survey

Zicheng Zhang, Yingjie Zhou, Chunyi Li, Baixuan Zhao, Xiaohong Liu, Guangtao Zhai

arXiv preprint

2024

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction

Wei Dong, Han Zhou, Yulun Zhang, Xiaohong Liu, Jun Chen

arXiv preprint

2024

MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis

Yingjie Zhou, Zicheng Zhang, Jiezhang Cao, Jun Jia, Yanwei Jiang, Farong Wen, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2024

VQA$^2$: Visual Question Answering for Video Quality Assessment

Ziheng Jia, Zicheng Zhang, Jiaying Qian, Haoning Wu, Wei Sun, Chunyi Li, Xiaohong Liu, Weisi Lin, Guangtao Zhai, Xiongkuo Min

arXiv preprint

2024

Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment

Zheng Chen, Xun Zhang, Wenbo Li, Renjing Pei, Fenglong Song, Xiongkuo Min, Xiaohong Liu, Xin Yuan, Yong Guo, Yulun Zhang

arXiv preprint

2024

Enhancing Test Time Adaptation with Few-shot Guidance

Siqi Luo, Yi Xin, Yuntao Du, Tao Tan, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2024

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark

Yi Xin, Jianjiang Yang, Siqi Luo, Yuntao Du, Qi Qin, Kangrui Cen, Yangfan He, Zhiwei Zhang, Bin Fu, Xiaokang Yang, Guangtao Zhai, Ming-Hsuan Yang, Xiaohong Liu

arXiv preprint

2024

Resolution-Agnostic Neural Compression for High-Fidelity Portrait Video Conferencing via Implicit Radiance Fields

Yifei Li, Xiaohong Liu, Yicong Peng, Guangtao Zhai, Jun Zhou

arXiv preprint

2024

Towards Open-ended Visual Quality Comparison

Haoning Wu, Hanwei Zhu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu, Guangtao Zhai, Shiqi Wang, Weisi Lin

arXiv preprint

2024

AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment

Chunyi Li, Tengchuan Kou, Yixuan Gao, Yuqin Cao, Wei Sun, Zicheng Zhang, Yingjie Zhou, Zhichao Zhang, Weixia Zhang, Haoning Wu, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2024

Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation

Guangyang Wu, Xiaohong Liu, Jun Jia, Xuehao Cui, Guangtao Zhai

arXiv preprint

2024

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results

Marcos V. Conde, Saman Zadtootaghaj, Nabajeet Barman, Radu Timofte, Chenlong He, Qi Zheng, Ruoxi Zhu, Zhengzhong Tu, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Xiaohong Liu, Weisi Lin, Guangtao Zhai, Wei Sun, Yuqin Cao, Yanwei Jiang, Jun Jia, Zhichao Zhang, Zijian Chen, Weixia Zhang, Xiongkuo Min, Steve Göring, Zihao Qi, Chen Feng

arXiv preprint

2024

Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation

Xuehao Cui, Guangyang Wu, Zhenghao Gan, Guangtao Zhai, Xiaohong Liu

arXiv preprint

2024

Explore the Hallucination on Low-level Perception for MLLMs

Yinan Sun, Zicheng Zhang, Haoning Wu, Xiaohong Liu, Weisi Lin, Guangtao Zhai, Xiongkuo Min

arXiv preprint

2024

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge

Xiaohong Liu, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun, Haoning Wu, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, Huacong Zhang, Haiyi Xie, Chengwei Wang, Baoying Chen, Jishen Zeng, Jianquan Yang, Weigang Wang, Xi Fang, Xiaoxin Lv, Jun Yan, Tianwu Zhi, Yabin Zhang, Yaohui Li, Yang Li, Jingwen Xu, Jianzhao Liu, Yiting Liao, Junlin Li, Zihao Yu, Yiting Lu, Xin Li, Hossein Motamednia, S. Farhad Hosseini-Benvidi, Fengbin Guan, Ahmad Mahmoudi-Aznaveh, Azadeh Mansouri, Ganzorig Gankhuyag, Kihwan Yoon, Yifang Xu, Haotian Fan, Fangyuan Kong, Shiling Zhao, Weifeng Dong, Haibing Yin, Li Zhu, Zhiling Wang, Bingchen Huang, Avinab Saha, Sandeep Mishra, Shashank Gupta, Rajesh Sureddi, Oindrila Saha, Luigi Celona, Simone Bianco, Paolo Napoletano, Raimondo Schettini, Junfeng Yang, Jing Fu, Wei Zhang, Wenzhi Cao, Limei Liu, Han Peng, Weijun Yuan, Zhan Li, Yihang Cheng, Yifan Deng, Haohui Li, Bowen Qu, Yao Li, Shuqing Luo, Shunzhou Wang, Wei Gao, Zihao Lu, Marcos V. Conde, Xinrui Wang, Zhibo Chen, Ruling Liao, Yan Ye, Qiulin Wang, Bing Li, Zhaokun Zhou, Miao Geng, Rui Chen, Xin Tao, Xiaoyu Liang, Shangkun Sun, Xingyuan Ma, Jiaze Li, Mengduo Yang, Haoran Xu, Jie Zhou, Shiding Zhu, Bohan Yu, Pengfei Chen, Xinrui Xu, Jiabin Shen, Zhichao Duan, Erfan Asadi, Jiahe Liu, Qi Yan, Youran Qu, Xiaohui Zeng, Lele Wang, Renjie Liao

arXiv preprint

2024

DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer

Wei Dong, Han Zhou, Ruiyi Wang, Xiaohong Liu, Guangtao Zhai, Jun Chen

arXiv preprint

2024

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM

Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Wei Sun, Chaofeng Chen, Xiongkuo Min, Xiaohong Liu, Weisi Lin, Guangtao Zhai

arXiv preprint

2024

G-Refine: A General Quality Refiner for Text-to-Image Generation

Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchaun Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai

arXiv preprint

2024

Perception-Oriented Video Frame Interpolation via Asymmetric Blending

Guangyang Wu, Xin Tao, Changlin Li, Wenyi Wang, Xiaohong Liu, Qingqing Zheng

arXiv preprint

2024

AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images

Liu Yang, Huiyu Duan, Long Teng, Yucheng Zhu, Xiaohong Liu, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet

arXiv preprint

2024

Compression-Realized Deep Structural Network for Video Quality Enhancement

Hanchi Sun, Xiaohong Liu, Xinyang Jiang, Yifei Shen, Dongsheng Li, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2024

HazeCLIP: Towards Language Guided Real-World Image Dehazing

Ruiyi Wang, Wenhao Li, Xiaohong Liu, Chunyi Li, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2024

AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement

Kang Fu, Yicong Peng, Zicheng Zhang, Qihang Xu, Xiaohong Liu, Jia Wang, Guangtao Zhai

arXiv preprint

2024

MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model

Chunyi Li, Guo Lu, Donghui Feng, Haoning Wu, Zicheng Zhang, Xiaohong Liu, Guangtao Zhai, Weisi Lin, Wenjun Zhang

arXiv preprint

2024

R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?

Chunyi Li, Jianbo Zhang, Zicheng Zhang, Haoning Wu, Yuan Tian, Wei Sun, Guo Lu, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

arXiv preprint

2024

Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review

Siyi Xun, Qiaoyu Li, Xiaohong Liu, Guangtao Zhai, Mingxiang Wu, Tao Tan

arXiv preprint

2024

A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

Zicheng Zhang, Haoning Wu, Chunyi Li, Yingjie Zhou, Wei Sun, Xiongkuo Min, Zijian Chen, Xiaohong Liu, Weisi Lin, Guangtao Zhai

arXiv preprint

2023

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table

Wenhao Li, Guangyang Wu, Wenyi Wang, Peiran Ren, Xiaohong Liu

arXiv preprint

DOI

2023

A Perceptual Quality Assessment Exploration for AIGC Images

Zicheng Zhang, Chunyi Li, Wei Sun, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2023

VDPVE: VQA Dataset for Perceptual Video Enhancement

Yixuan Gao, Yuqin Cao, Tengchuan Kou, Wei Sun, Yunlong Dong, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai

arXiv preprint

2023

Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models

Zicheng Zhang, Haoning Wu, Zhongpeng Ji, Chunyi Li, Erli Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, Fengyu Sun, Shangling Jui, Weisi Lin, Guangtao Zhai

arXiv preprint

2023

AccFlow: Backward Accumulation for Long-Range Optical Flow

Guangyang Wu, Xiaohong Liu, Kunming Luo, Xi Liu, Qingqing Zheng, Shuaicheng Liu, Xinyang Jiang, Guangtao Zhai, Wenyi Wang

arXiv preprint

2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge

Xiaohong Liu, Xiongkuo Min, Wei Sun, Yulun Zhang, Kai Zhang, Radu Timofte, Guangtao Zhai, Yixuan Gao, Yuqin Cao, Tengchuan Kou, Yunlong Dong, Ziheng Jia, Yilin Li, Wei Wu, Shuming Hu, Sibin Deng, Pengxiang Xiao, Ying Chen, Kai Li, Kai Zhao, Kun Yuan, Ming Sun, Heng Cong, Hao Wang, Lingzhi Fu, Yusheng Zhang, Rongyu Zhang, Hang Shi, Qihang Xu, Longan Xiao, Zhiliang Ma, Mirko Agarla, Luigi Celona, Claudio Rota, Raimondo Schettini, Zhiwei Huang, Yanan Li, Xiaotao Wang, Lei Lei, Hongye Liu, Wei Hong, Ironhead Chuang, Allen Lin, Drake Guan, Iris Chen, Kae Lou, Willy Huang, Yachun Tasi, Yvonne Kao, Haotian Fan, Fangyuan Kong, Shiqi Zhou, Hao Liu, Yu Lai, Shanshan Chen, Wenqi Wang, Haoning Wu, Chaofeng Chen, Chunzheng Zhu, Zekun Guo, Shiling Zhao, Haibing Yin, Hongkui Wang, Hanene Brachemi Meftah, Sid Ahmed Fezza, Wassim Hamidouche, Olivier Déforges, Tengfei Shi, Azadeh Mansouri, Hossein Motamednia, Amir Hossein Bakhtiari, Ahmad Mahmoudi Aznaveh

arXiv preprint

2023

StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability

Tengchuan Kou, Xiaohong Liu, Wei Sun, Jun Jia, Xiongkuo Min, Guangtao Zhai, Ning Liu

arXiv preprint

DOI

2023

Online Streaming Video Super-Resolution with Convolutional Look-Up Table

Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Xiaohong Liu, Huan Yang, Yuqing Yang, Dongsheng Li, Lili Qiu

arXiv preprint

2023

FLAME-based Multi-View 3D Face Reconstruction

Wenzhuo Zheng, Junhao Zhao, Xiaohong Liu, Yongyang Pan, Zhenghao Gan, Haozhe Han, Ning Liu

arXiv preprint

2023

Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation

Zicheng Zhang, Wei Sun, Yingjie Zhou, Haoning Wu, Chunyi Li, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, Weisi Lin

arXiv preprint

2023

AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment

Chunyi Li, Zicheng Zhang, Haoning Wu, Wei Sun, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, Weisi Lin

arXiv preprint

2021

Towards a Unified Approach to Single Image Deraining and Dehazing

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Linhui Dai, Jun Chen

arXiv preprint

2021

Learning for Unconstrained Space-Time Video Super-Resolution

Zhihao Shi, Xiaohong Liu, Chengqi Li, Linhui Dai, Jun Chen, Timothy N. Davidson, Jiying Zhao

arXiv preprint

2021

Video Frame Interpolation Transformer

Zhihao Shi, Xiangyu Xu, Xiaohong Liu, Jun Chen, Ming-Hsuan Yang

arXiv preprint

2021

GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing

Xiaohong Liu, Zhihao Shi, Zijun Wu, Jun Chen

arXiv preprint

2020

Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference

Xiaohong Liu, Kangdi Shi, Zhe Wang, Jun Chen

arXiv preprint

DOI

2020

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation

Xiaohong Liu, Lingshi Kong, Yang Zhou, Jiying Zhao, Jun Chen

arXiv preprint

2020

Video Frame Interpolation via Generalized Deformable Convolution

Zhihao Shi, Xiaohong Liu, Kangdi Shi, Linhui Dai, Jun Chen

arXiv preprint

2020

AWNet: Attentive Wavelet Network for Image ISP

Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen

arXiv preprint

2020

NTIRE 2020 Challenge on Image Demoireing: Methods and Results

Shanxin Yuan, Radu Timofte, Ales Leonardis, Gregory Slabaugh, Xiaotong Luo, Jiangtao Zhang, Yanyun Qu, Ming Hong, Yuan Xie, Cuihua Li, Dejia Xu, Yihao Chu, Qingyan Sun, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Bolun Zheng, Xiaohong Liu, Linhui Dai, Jun Chen, Xi Cheng, Zhenyong Fu, Jian Yang, Chul Lee, An Gia Vien, Hyunkook Park, Sabari Nathan, M. Parisa Beham, S Mohamed Mansoor Roomi, Florian Lemarchand, Maxime Pelcat, Erwan Nogues, Densen Puthussery, Hrishikesh P S, Jiji C, Ashish Sinha, Xuan Zhao

arXiv preprint

2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline

Andrey Ignatov, Radu Timofte, Zhilu Zhang, Ming Liu, Haolin Wang, Wangmeng Zuo, Jiawei Zhang, Ruimao Zhang, Zhanglin Peng, Sijie Ren, Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen, Yuichi Ito, Bhavya Vasudeva, Puneesh Deora, Umapada Pal, Zhenyu Guo, Yu Zhu, Tian Liang, Chenghua Li, Cong Leng, Zhihong Pan, Baopu Li, Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek, Magauiya Zhussip, Yeskendir Koishekenov, Hwechul Cho Ye, Xin Liu, Xueying Hu, Jun Jiang, Jinwei Gu, Kai Li, Pengliang Tan, Bingxin Hou

arXiv preprint

2020

AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results

Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, JungHeum Kang, Sung-Ho Bae, Yongwoo Kim, Liang Chen, Jiangtao Zhang, Xiaotong Luo, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Eric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P S, Densen Puthussery, Jiji C, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Jiangtao Zhang, Xiaotong Luo, Liang Chen, Yanyun Qu, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni

arXiv preprint

2019

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen

arXiv preprint

此主页由公开资料整理，尚未经学者本人认领。