Shuzhou Sun
Ph.D. candidate
CMVS, University of Oulu, Finland
Research Interests: Deep learning; Computer vision; Causal inference
E-mail: shuzhou.sun@oulu.fi

Biography

I am a final-year PhD candidate at Machine Vision and Signal Analysis (CMVS) in University of Oulu, Finland, supervised by Prof. Li Liu and Prof. Janne Heikkilä. I have also completed two visiting research experiences at Tsinghua University, Beijing, China (Mar 2024 - Aug 2024), supervised by Prof. Jun Zhu, and at Nankai University, Tianjin, China (Oct 2024), supervised by Prof. Ming-Ming Cheng. Before my PhD, I obtained my B.Eng degree from Henan Agricultural University in 2018, and received MSc.Eng degree from Shanghai Normal University in 2022. My research interests include deep learning, computer vision, and causal inference.

Publications

* co-first author
A Causal Adjustment Module for Debiasing Scene Graph Generation
Li Liu, Shuzhou Sun, Shuaifeng Zhi, Fan Shi, Zhen Liu, Janne Heikkilä, and Yongxiang Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Unbiased Scene Graph Generation via Two-stage Causal Modeling
Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Qing Liao, and Li Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation
Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, and Li Liu
International Conference on Learning Representations (ICLR), 2023
FastAL: Fast Evaluation Module for Efficient Dynamic Deep Active Learning using Broad Learning System
Shuzhou Sun, Huali Xu, Yan Li, Ping Li, Bin Sheng, and Xiao Lin
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning
Wei Huang*, Shuzhou Sun*, Xiao Lin, Ping Li, Zhu Lei, Jihong Wang, C. L. Philip Chen, and Bin Sheng
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
EAPT: Efficient Attention Pyramid Transformer for Image Processing
Xiao Lin*, Shuzhou Sun*, Wei Huang, Bin Sheng, Ping Li, and David Dagan Feng
IEEE Transactions on Multimedia (TMM), 2021

Academic Service

Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Multimedia (TMM), IEEE Transactions on Geoscience and Remote Sensing (TGRS), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), International Conference on Multimedia and Expo (ICME), etc.

Updated on Oct. 15, 2024.