Weijian Luo

1. Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
   2023/05/29 by Weijian Luo, Tianyang Hu, Luo, Weijian +9 · 41 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
2. SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
   2023/09/10 by Shuchen Xue, Mingyang Yi, Xue, Shuchen +11 · 10 citations
   Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Traffic Prediction and Management Techniques
3. Prevalent Intrinsic Emission from Nonaromatic Amino Acids and Poly(Amino Acids)
   2017/06/12 by Xiaohong Chen, Chen, Xiaohong, Weijian Luo +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Engineering · #Biotin and Related Studies #Diatoms and Algae Research #Molecular Junctions and Nanostructures
4. Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences
   2024/10/24 by Weijian Luo, Luo, Weijian · 10 citations
   Computer Science · #Mathematics, Computing, and Information Processing #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
5. Flow Generator Matching
   2024/10/25 by Zhengyang Geng, Huang, Zemin, Geng, Zhengyang +4 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Reinforcement Learning in Robotics
6. Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation
   2024/12/02 by Zilyu Ye, Ye, Zilyu, Zhiyang Chen +8 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
7. Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness
   2023/10/28 by Boya Zhang, Zhang, Boya, Weijian Luo +3 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Nuclear Materials and Properties
8. Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation
   2025/03/17 by Yihong Luo, Tianyang Hu, Luo, Yihong +7 · 6 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Computer Graphics and Visualization Techniques
9. Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
   2025/05/27 by Yifei Wang, Weimin Bai, Wang, Yifei +9 · 5 citations
   Computer Science · #Advanced Mathematical Modeling in Engineering
10. Enhancing Adversarial Robustness via Score-Based Optimization
    2023/07/10 by Boya Zhang, Weijian Luo, Zhang, Boya +3 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
11. Variational Schrödinger Diffusion Models
    2024/05/08 by Wei Deng, Weijian Luo, Deng, Wei +10 · 1 citation
    Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical methods in inverse problems #Thermoelastic and Magnetoelastic Phenomena