Guanyu Xu

PhD student, Beijing Institute of Technology

Joined

April 2023

Names

Guanyu Xu (Preferred)

Emails

****@gmail.com (Confirmed)

****@bit.edu.cn (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

Beijing Institute of Technology (bit.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Han Hu

2022 – 2027

Expertise

No areas of expertise listed

Publications

EEformer: Early Exiting for Transformer with Global-Local Exits and Progressive Fine-Tuning
Guanyu Xu, Jiawei Hao, Yong Luo, Li Shen, Han Hu, Dan Zeng
- IEEE Transactions on Multimedia
- Readers: Everyone
CoFormer: Collaborating With Heterogeneous Edge Devices for Scalable Transformer Inference
Guanyu Xu, Zhiwei Hao, Li Shen, Yong Luo, Fuhui Sun, Xiaoyan Wang, Han Hu, Yonggang Wen
- IEEE Transactions on Computers
- Readers: Everyone
LGViT: Dynamic Early Exiting for Accelerating Vision Transformer
Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen
- Crossref
- Readers: Everyone
DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
Guanyu Xu, Zhiwei Hao, Yong Luo, Han Hu, Jianping An, Shiwen Mao
- IEEE Transactions on Mobile Computing
- Readers: Everyone
DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
Guanyu Xu, Zhiwei Hao, Yong Luo, Han Hu, Jianping An, Shiwen Mao
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
LGViT: Dynamic Early Exiting for Accelerating Vision Transformer
Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen
- Published: 01 Jan 2023, Last Modified: 09 Apr 2024
- ACM Multimedia 2023
- Readers: Everyone
Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning
Zhiwei Hao, Guanyu Xu, Yong Luo, Han Hu, Jianping An, Shiwen Mao
- IEEE Transactions on Mobile Computing
- Readers: Everyone
Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning
Zhiwei Hao, Guanyu Xu, Yong Luo, Han Hu, Jianping An, Shiwen Mao
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- CoRR 2022
- Readers: Everyone