News

One paper is accepted in ICML2024

We are organizing the second GLOW workshop on IJCAI2024! Workshop website can be seen here. Please submit your papers!

Three papers are accepted in CVPR2024

I am serving as the chair of deep learning session on International Conference on Artificial Intelligence and Human-Computer Interaction, 2023.

I am serving as a lead guest editor for Frontiers in Artificial Intelligence.

We successfully organize the GLOW workshop on IJCAI2023! Workshop website can be seen here

Paper are accepted by T-NNLS and ACL Findings 2023

Papers are accepted by T-IP, CVPR2023, and T-CSVT

One paper is accepted by T-CSVT and one paper is accepted by T-MM

One paper is accepted by ECCV 2022 and one paper is accepted by T-IP

Two papers are accepted by CVPR 2022 (including one oral paper)

I am selected in Doctoral Consortium, ICCV 2021

Two papers are accepted by T-CSVT

My homepage is online

Selected Publications

Google Scholar

[CVPR'24] LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

[CVPR'24] PTQ4SAM: Post-Training Quantization for Segment Anything

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

[TIP'23] CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network

IEEE Transactions on Image Processing (TIP), 2023.

[TNNLS'23] Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023.

[TCSVT'21] JointPruning: Pruning Networks along Multiple Dimensions for Efficient Point Cloud Processing

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.

[TCSVT'21] Model Compression using Progressive Channel Pruning

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.

[CVPR'20] Multi-Dimensional Pruning: A Unified Framework for Model Compression

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (Oral, Acceptance rate: 5%)

[AAAI'20] Channel Pruning Guided by Classification Loss and Feature Importance

Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.

Awards

  • 2nd Place, 2023 IEEE Autonomous UAV (Unmanned Aerial Vehicle) Chase Challenge

  • The University of Sydney International Scholarship

  • Engineering and Information Technologies Research Scholarship

  • Postgraduate Research Supplementary Scholarship in Automatic Video Annotation

  • Dean's Award List (top 5%) from 2014 to 2017

Teaching

Undergraduate Courses

  • Pattern Recognition and Machine Vision, Spring 2024
  • Edge Intelligence and Control, Fall 2023, Coordinator
  • Statistical Modelling for Business, Fall 2020, Teaching Assistant

Services

Reviewer

  • IEEE Transactions on Pattern Analysis and Machine Intelligence

  • Springer, International Journal of Computer Vision

  • IEEE Transactions on Image Processing

  • IEEE Transactions on Neural Networks and Learning Systems

  • IEEE International Conference on Computer Vision, 2021

  • IEEE Conference on Computer Vision and Pattern Recognition, 2021

  • Elsevier, Neurocomputing

  • IEEE Conference on Computer Vision and Pattern Recognition Workshop, 2020

Invited Talk

  • Model Compression and Acceleration for Efficient Deep Learning, Zhidx. (in Chinese) Video

Contact

  • jinyangguo@buaa.edu.cn
  • jy.guo@hotmail.com
  • 北京航空航天大学, 新主楼B1011

Vistors