Wei, Xinyu

1. Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
   2024/03/29 by Weifeng Lin, Lin, Weifeng, Xinyu Wei +15 · 30 citations
   Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Accessibility for Disabilities #FOS: Computer and information sciences
2. MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
   2024/07/11 by Renrui Zhang, Zhang, Renrui, Xinyu Wei +22 · 26 citations
   Social Sciences · #Mathematics Education and Teaching Techniques
3. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
   2025/06/05 by Lin, Weifeng, Wei, Xinyu, An, Ruichuan +7 · 24 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. TIIF-Bench: How Does Your T2I Model Follow Your Instructions?
   2025/06/02 by Xinyu Wei, Wei, Xinyu, Jinrui Zhang +10 · 23 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
5. Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
   2025/05/22 by Chengzhuo Tong, Ziyu Guo, Tong, Chengzhuo +13 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #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 #Reinforcement Learning in Robotics
6. IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models
   2024/03/20 by Cui, Siying, Guo, Jia, An, Xiang +4 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
   2024/09/23 by Lin, Weifeng, Wei, Xinyu, Zhang, Renrui +8 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Cloud-Device Collaborative Learning for Multimodal Large Language Models
   2023/12/26 by Wang, Guanqun, Liu, Jiaming, Li, Chenxuan +8 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception
   2024/06/22 by Guanqun Wang, Xinyu Wei, Wang, Guanqun +13 · 2 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
10. Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?
    2025/03/06 by Wei, Xinyu, Liu, Luojia · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business