Chengyue Huang

1. Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
   2025/02/21 by Chengyue Huang, Junjiao Tian, Huang, Chengyue +7 · 5 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical measurement and interference techniques
2. Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
   2024/11/03 by Junjiao Tian, Tian, Junjiao, Chengyue Huang +3 · 1 voice · 2 citations
   Engineering · #Infrastructure Maintenance and Monitoring
3. Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models
   2025/06/09 by Chengyue Huang, Yuchen Zhu, Huang, Chengyue +11 · 4 citations
   Computer Science · #Advanced Neural Network Applications #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