Guohai Xu

1. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
   2023/04/27 by Qinghao Ye, Haiyang Xu, Ye, Qinghao +32 · 73 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval
   2022/07/15 by Yiwei Ma, Guohai Xu, Ma, Yiwei +9 · 41 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
3. AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation
   2023/11/13 by Junyang Wang, Yuhang Wang, Wang, Junyang +17 · 45 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
4. DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
   2025/05/20 by Ziwei Zheng, Zheng, Ziwei, Yang, Michael +10 · 78 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications
5. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
   2023/10/08 by Jiabo Ye, Anwen Hu, Ye, Jiabo +25 · 15 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
6. Evaluation and Analysis of Hallucination in Large Vision-Language Models
   2023/08/29 by Junyang Wang, Wang, Junyang, Yiyang Zhou +21 · 13 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
7. mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
   2023/07/04 by Jiabo Ye, Ye, Jiabo, Anwen Hu +23 · 11 citations
   Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
8. HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training
   2022/12/30 by Qinghao Ye, Guohai Xu, Ye, Qinghao +11 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
9. Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks
   2023/06/07 by Haiyang Xu, Xu, Haiyang, Qinghao Ye +29 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
10. Dexamethasone upregulates macrophage PIEZO1 via SGK1, suppressing inflammation and increasing ROS and apoptosis
    2024/02/12 by Hailin Liu, Lian Zhou, Xifeng Wang +9 · 23 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Erythrocyte Function and Pathophysiology #Neonatal Health and Biochemistry #Sphingolipid Metabolism and Signaling