News

We are organizing the second GLOW workshop on IJCAI2024! Workshop website can be seen here

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

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