Tianyu Ding

1. Only Train Once: A One-Shot Neural Network Training And Pruning Framework
   2021/07/15 by Tianyi Chen, Bo Ji, Chen, Tianyi +18 · 1 voice · 7 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
2. FORA: Fast-Forward Caching in Diffusion Transformer Acceleration
   2024/07/01 by Pratheba Selvaraju, Tianyu Ding, Selvaraju, Pratheba +7 · 30 citations
   Engineering · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Magnetic Properties and Applications #Power Transformer Diagnostics and Insulation #Semiconductor materials and devices
3. On the Optimization Landscape of Neural Collapse under MSE Loss: Global\n Optimality with Unconstrained Features
   2022/03/02 by Zhou, Jinxin, Li, Xiao, Tianyu Ding +9 · 9 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation
   2024/03/31 by Wenxiao Deng, Wenbin Li, Deng, Wenxiao +13 · 6 citations
   Computer Science · #Neural Networks and Applications #Machine Learning and Data Classification
5. 3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities
   2025/02/04 by Yanqi Bao, Tianyu Ding, Jing Huo +6 · 12 citations
   Engineering · #Surface Roughness and Optical Measurements #Plasma Diagnostics and Applications #Industrial Vision Systems and Defect Detection
6. OTOV2: Automatic, Generic, User-Friendly
   2023/03/13 by Tianyi Chen, Luming Liang, Chen, Tianyi +7 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Multimodal Machine Learning Applications
7. DREAM: Diffusion Rectification and Estimation-Adaptive Models
   2023/11/30 by Jinxin Zhou, Tianyu Ding, Zhou, Jinxin +11 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
8. Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
   2025/02/23 by Xiaoyi Qu, Qu, Xiaoyi, Aponte, David +12 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications