Tan, Xudong

1. TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models
   2025/03/13 by Xudong Tan, Tan, Xudong, Peng Ye +12 · 6 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
2. Think Twice, Act Once: Token-Aware Compression and Action Reuse for Efficient Inference in Vision-Language-Action Models
   2025/05/27 by Tan, Xudong, Hancheng Ye, Yang, Yaoxin +11 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Semantic Web and Ontologies
3. Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach
   2025/11/20 by Yang, Yaoxin, Ye, Peng, Tan, Xudong +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning
   2025/05/27 by Zhao, Maosen, Chen, Pengtao, Yu, Chong +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)