DropFilter: Dropout for Convolutions. - Zhengsu Chen; Jianwei Niu 002; Qi Tian 001 (CoRR, 2018)

Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. - Zhengsu Chen; Jianwei Niu 002; Lingxi Xie; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (CVPR, 2020)

SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. - Zhengsu Chen; Jianwei Niu 002; Xuefeng Liu 001; Shaojie Tang 001 (IJCAI, 2020)

A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Zhengsu Chen; Shaojie Tang 001 (CoRR, 2020)

Visformer: The Vision-friendly Transformer. - Zhengsu Chen; Lingxi Xie; Jianwei Niu 002; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (ICCV, 2021)

A survey on incorporating domain knowledge into deep learning for medical image analysis. - Xiaozheng Xie; Jianwei Niu 002; Xuefeng Liu 001; Zhengsu Chen; Shaojie Tang 001; Shui Yu 001 (Medical Image Anal., 2021)

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap. - Lingxi Xie; Xin Chen 033; Kaifeng Bi; Longhui Wei; Yuhui Xu; Lanfei Wang; Zhengsu Chen; An Xiao; Jianlong Chang; Xiaopeng Zhang 008; Qi Tian 001 (ACM Comput. Surv., 2022)

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio. - Zhengsu Chen; Lingxi Xie; Jianwei Niu 002; Xuefeng Liu 001; Longhui Wei; Qi Tian 001 (Int. J. Comput. Vis., 2022)

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. - Yuhui Xu; Lingxi Xie; Xiaotao Gu; Xin Chen 033; Heng Chang; Hengheng Zhang; Zhengsu Chen; Xiaopeng Zhang 008; Qi Tian 001 (ICLR, 2024)