J.F. Chen

1. DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
   2022/06/02 by Cheng Lu, Cheng Lü, Yuhao Zhou +11 · 1 voice · 444 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
2. Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching
   2022/06/16 by Cheng Lü, Kaiwen Zheng, Lu, Cheng +9 · 11 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
3. Diffusion Bridge Implicit Models
   2024/05/24 by Kaiwen Zheng, Zheng, Kaiwen, Guande He +7 · 17 citations
   Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications
4. Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
   2024/03/19 by Haocheng Xi, Yuxiang Chen, Xi, Haocheng +8 · 9 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Destructive Testing Techniques
5. Consistency Diffusion Bridge Models
   2024/10/30 by Guande He, He, Guande, Kaiwen Zheng +7 · 8 citations
   Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
6. TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
   2025/12/18 by Jintao Zhang, Kaiwen Zheng, Zhang, Jintao +14 · 1 voice · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV #cs.LG
7. Enhancing Traffic Safety Analysis with Digital Twin Technology: Integrating Vehicle Dynamics and Environmental Factors into Microscopic Traffic Simulation
   2025/02/13 by Guanghui Xu, J.F. Chen, Xu, Guanhao +11 · 2 citations
   Engineering · #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Traffic control and management #electronic engineering #information engineering