Hi 👋, I am a first-year PhD student at Monash University, supervised by Dr. Bohan Zhuang and Prof. Jianfei Cai. I am a member of Monash Green AI Lab. My research focuses on model compression and efficiency.

News

• [2021.07.23] Two papers are accepted by ICCV 2021.

Education

• Ph.D in Computer Science, Monash University, 2021 - Now.
• M.S. in Computer Science, The University of Adelaide, 2020.
• B.E. in Software Engineering, Harbin Institute of Technology, Weihai, 2019.

Publication

Less is More: Pay Less Attention in Vision Transformers

Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

[Code], [Paper]

Scalable Visual Transformers with Hierarchical Pooling

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

International Conference on Computer Vision (ICCV), 2021

[Code], [Paper]

Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation

Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu

International Conference on Computer Vision (ICCV), 2021

[Paper]

Object-and-Action Aware Model for Visual Language Navigation

Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu

European Conference on Computer Vision (ECCV), 2020

[Paper]

Awards

• Adelaide Summer Research Scholarship, 2019
• Outstanding Graduate in Harbin Institute of Technology, 2019