Xu Luo

1. Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT
   2024/06/05 by Le Zhuo, Zhuo, Le, Ruoyi Du +41 · 32 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music Technology and Sound Studies #Model Reduction and Neural Networks
2. CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model
   2024/03/13 by Cheng Chen, Junchen Zhu, Chen, Cheng +9 · 11 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. A Closer Look at Few-shot Classification Again
   2023/01/28 by Xu Luo, Luo, Xu, Hao Wu +9 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. Rectifying the Shortcut Learning of Background for Few-Shot Learning
   2021/07/16 by Xu Luo, Longhui Wei, Luo, Xu +11 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. 3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V
   2023/12/15 by Dingning Liu, Xiaomeng Dong, Liu, Dingning +13 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics and Sensor-Based Localization
6. InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning
   2025/05/20 by Ji Zhang, Shihan Wu, Zhang, Ji +11 · 8 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Robotics (cs.RO) #Speech and dialogue systems
7. From Channel Bias to Feature Redundancy: Uncovering the "Less is More" Principle in Few-Shot Learning
   2023/10/05 by Zhang, Ji, Xu Luo, Luo, Xu +7 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Optical measurement and interference techniques
8. Channel Importance Matters in Few-Shot Image Classification
   2022/06/16 by Xu Luo, Jing Xu, Luo, Xu +3 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
9. MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
   2025/10/14 by Dongsen Zhang, Zhang, Dongsen, Zichan Li +9 · 1 citation
   Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques