Zhengsu Chen

According to our database, Zhengsu Chen authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation.

Changcheng Li, Jiancan Wu, Hengheng Zhang, Zhengsu Chen, Guo An, Junxiang Qiu, Xiang Wang, Qi Tian

CoRR, March, 2026

Punctuation-aware Hybrid Trainable Sparse Attention for Large Language Models.

Junxiang Qiu, Shuo Wang, Zhengsu Chen, Hengheng Zhang, Jinda Lu, Changcheng Li, Qi Tian

CoRR, January, 2026

2024

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models.

Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio.

Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian

Int. J. Comput. Vis., 2022

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap.

Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Lanfei Wang, Zhengsu Chen, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian

ACM Comput. Surv., 2022

2021

A survey on incorporating domain knowledge into deep learning for medical image analysis.

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu

Medical Image Anal., 2021

Visformer: The Vision-friendly Transformer.

Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis.

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang

CoRR, 2020

SelectScale: Mining More Patterns from Images via Selective and Soft Dropout.

Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio.

Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

DropFilter: Dropout for Convolutions.

Zhengsu Chen, Jianwei Niu, Qi Tian

CoRR, 2018