Luo, Weijian

14 publications

ICLR 2026 Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct Haoyang Zheng, Xinyang Liu, Xiangrui Kong, Nan Jiang, Zheyuan Hu, Weijian Luo, Wei Deng, Guang Lin

ICLR 2025 Consistency Models Made Easy Zhengyang Geng, Ashwini Pokle, Weijian Luo, Justin Lin, J Zico Kolter

ICML 2025 David and Goliath: Small One-Step Model Beats Large Diffusion with Score Post-Training Weijian Luo, Colin Zhang, Debing Zhang, Zhengyang Geng

TMLR 2025 Diff-Instruct++: Training One-Step Text-to-Image Generator Model to Align with Human Preferences Weijian Luo

TMLR 2025 Dive3D: Diverse Distillation-Based Text-to-3D Generation via Score Implicit Matching Weimin Bai, Yubo Li, Wenzheng Chen, Weijian Luo, He Sun

NeurIPS 2025 Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo, Tianyang Hu, Weijian Luo, Kenji Kawaguchi, Jing Tang

CVPR 2025 Schedule on the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye, Zhiyang Chen, Tiancheng Li, Zemin Huang, Weijian Luo, Guo-Jun Qi

NeurIPS 2025 Uni-Instruct: One-Step Diffusion Model Through Unified Diffusion Divergence Instruction Yifei Wang, Weimin Bai, Colin Zhang, Debing Zhang, Weijian Luo, He Sun

NeurIPS 2024 One-Step Diffusion Distillation Through Score Implicit Matching Weijian Luo, Zemin Huang, Zhengyang Geng, J. Zico Kolter, Guo-jun Qi

ICML 2024 Variational Schrödinger Diffusion Models Wei Deng, Weijian Luo, Yixin Tan, Marin Biloš, Yu Chen, Yuriy Nevmyvaka, Ricky T. Q. Chen

NeurIPS 2023 Diff-Instruct: A Universal Approach for Transferring Knowledge from Pre-Trained Diffusion Models Weijian Luo, Tianyang Hu, Shifeng Zhang, Jiacheng Sun, Zhenguo Li, Zhihua Zhang

NeurIPS 2023 Enhancing Adversarial Robustness via Score-Based Optimization Boya Zhang, Weijian Luo, Zhihua Zhang

NeurIPS 2023 Entropy-Based Training Methods for Scalable Neural Implicit Samplers Weijian Luo, Boya Zhang, Zhihua Zhang

NeurIPS 2023 SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models Shuchen Xue, Mingyang Yi, Weijian Luo, Shifeng Zhang, Jiacheng Sun, Zhenguo Li, Zhi-Ming Ma