Shen, Mingzhu

7 publications

AAAI 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints Zhiwei Dong, Mingzhu Shen, Shihao Bai, Xiuying Wei, Jinyang Guo, Ruihao Gong, Song-Lu Chen, Xianglong Liu, Xu-Cheng Yin

ICLR 2025 Cached Multi-LoRA Composition for Multi-Concept Image Generation Xiandong Zou, Mingzhu Shen, Christos-Savvas Bouganis, Yiren Zhao

ICCV 2025 DiTFastAttnV2: Head-Wise Attention Compression for Multi-Modality Diffusion Transformers Hanling Zhang, Rundong Su, Zhihang Yuan, Pengtao Chen, Mingzhu Shen, Yibo Fan, Shengen Yan, Guohao Dai, Yu Wang

NeurIPSW 2024 MD-DiT: Step-Aware Mixture-of-Depths for Efficient Diffusion Transformers Mingzhu Shen, Pengtao Chen, Peng Ye, Guoxuan Xia, Tao Chen, Christos-Savvas Bouganis, Yiren Zhao

ICCV 2021 MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing Yuhang Li, Feng Zhu, Ruihao Gong, Mingzhu Shen, Xin Dong, Fengwei Yu, Shaoqing Lu, Shi Gu

ICCV 2021 Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search Mingzhu Shen, Feng Liang, Ruihao Gong, Yuhang Li, Chuming Li, Chen Lin, Fengwei Yu, Junjie Yan, Wanli Ouyang

ICCVW 2019 Searching for Accurate Binary Neural Architectures Mingzhu Shen, Kai Han, Chunjing Xu, Yunhe Wang