Enshu Liu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Quantization Step

Diffusion Models

Linear Combination

Image Restoration

Top Venues

Publications

Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs. CoRR (2024)
Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. ICLR (2024)
Tianchen Zhao, Xuefei Ning, Tongcheng Fang, Enshu Liu, Guyue Huang, Zinan Lin, Shengen Yan, Guohao Dai, Yu Wang
MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization. CoRR (2024)
Tianchen Zhao, Tongcheng Fang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. CoRR (2024)
Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better. CoRR (2024)
Junyi Zhu, Zinan Lin, Enshu Liu, Xuefei Ning, Matthew B. Blaschko
Rescaling Intermediate Features Makes Trained Consistency Models Perform Better. Tiny Papers @ ICLR (2024)
Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start". CoRR (2023)
Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. ICML (2023)
Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. CoRR (2023)
Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang
Memory-Oriented Structural Pruning for Efficient Image Restoration. AAAI (2023)
Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS "Cold-Start". AAAI (2023)
Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. CoRR (2023)