Zhengsu Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Rank Minimization

Medical Image Analysis

Resource Utilization

Neural Architecture

Top Venues

Medical Image Anal.

Int. J. Comput. Vis.

Publications

Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. ICLR (2024)
Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. CoRR (2023)
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Lanfei Wang, Zhengsu Chen, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap. ACM Comput. Surv. 54 (9) (2022)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio. Int. J. Comput. Vis. 130 (3) (2022)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Visformer: The Vision-friendly Transformer. ICCV (2021)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Visformer: The Vision-friendly Transformer. CoRR (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu
A survey on incorporating domain knowledge into deep learning for medical image analysis. Medical Image Anal. 69 (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. CoRR (2020)
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. CVPR (2020)
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. CoRR (2020)
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap. CoRR (2020)
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. IJCAI (2020)
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. CoRR (2020)
Zhengsu Chen, Jianwei Niu, Qi Tian
DropFilter: Dropout for Convolutions. CoRR (2018)