Geng, Zhengyang

16 publications

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

NeurIPS 2025 Mean Flows for One-Step Generative Modeling Zhengyang Geng, Mingyang Deng, Xingjian Bai, J Zico Kolter, Kaiming He

NeurIPS 2025 RBench-V: A Primary Assessment for Visual Reasoning Models with Multimodal Outputs Meng-Hao Guo, Xuanyu Chu, Qianrui Yang, Zhe-Han Mo, Yiqing Shen, Pei-lin Li, Xinjie Lin, Jinnian Zhang, Xin-Sheng Chen, Yi Zhang, Kiyohiro Nakayama, Zhengyang Geng, Houwen Peng, Han Hu, Shi-min Hu

ICML 2025 RBench: Graduate-Level Multi-Disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo, Jiajun Xu, Yi Zhang, Jiaxi Song, Haoyang Peng, Yi-Xuan Deng, Xinzhi Dong, Kiyohiro Nakayama, Zhengyang Geng, Chen Wang, Bolin Ni, Guo-Wei Yang, Yongming Rao, Houwen Peng, Han Hu, Gordon Wetzstein, Shi-Min Hu

ICLRW 2025 Stable Consistency Tuning: Understanding and Improving Consistency Models Fu-Yun Wang, Zhengyang Geng, Hongsheng Li

ICML 2024 Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao

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

NeurIPS 2023 One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng, Ashwini Pokle, J. Zico Kolter

ICMLW 2023 One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng, Ashwini Pokle, J Zico Kolter

NeurIPS 2022 Deep Equilibrium Approaches to Diffusion Models Ashwini Pokle, Zhengyang Geng, J. Zico Kolter

CVPR 2022 Deep Equilibrium Optical Flow Estimation Shaojie Bai, Zhengyang Geng, Yash Savani, J. Zico Kolter

ECCV 2022 Eliminating Gradient Conflict in Reference-Based Line-Art Colorization Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang

ICLR 2021 Is Attention Better than Matrix Decomposition? Zhengyang Geng, Meng-Hao Guo, Hongxu Chen, Xia Li, Ke Wei, Zhouchen Lin

NeurIPS 2021 On Training Implicit Models Zhengyang Geng, Xin-Yu Zhang, Shaojie Bai, Yisen Wang, Zhouchen Lin

NeurIPS 2021 Residual Relaxation for Multi-View Representation Learning Yifei Wang, Zhengyang Geng, Feng Jiang, Chuming Li, Yisen Wang, Jiansheng Yang, Zhouchen Lin