Guoyang Liu

Assistant Professor, School of Integrated Circuits, Shandong University

Joined

July 2025

Names

Guoyang Liu (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor

School of Integrated Circuits, Shandong University (sdu.edu.cn)

2023 – Present

Postdoc

Department of Psychology, University of Hong Kong (hku.hk)

2022 – 2023

PhD student

School of Microelectronics, Shandong University (sdu.edu.cn)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Brain Computer Interface

2017 – 2025

Deep Learning

2017 – 2025

Machine Learning

2017 – 2025

Publications

A Novel Morlet Convolutional Neural Network
Peilin Zhu, Zirong Li, Chao Cao, Zhida Shang, Guoyang Liu, Weidong Zhou
- Int. J. Neural Syst. 2026
- Readers: Everyone
Multi-scale contextual information enhancement network based on multi-level feature similarity fusion for improved mammogram classification
Zhenyu Jiang, Jinlian Ma, Weidong Zhou, Guoyang Liu, Guangchao Sun, Qiqi Yan, Tianyu Xia, Qi Wang
- Biomed. Signal Process. Control. 2026
- Readers: Everyone
Efficient multi-class motor imagery EEG classification with cosine convolution and channel-group spatial feature extraction
Rui Zhang, Yong Wang, Weidong Zhou, Guoyang Liu
- Biomed. Signal Process. Control. 2026
- Readers: Everyone
CosCNN-DTQ: An integrated framework for efficient deployment of cosine convolutional neural networks
Yimin Liu, Pengfei Qi, Xuantao Su, Weidong Zhou, Guoyang Liu
- Neurocomputing 2026
- Readers: Everyone
A high comprehensive performance ECG noise reduction architecture based on conditional generative adversarial net
Ming Zeng, Lan Tian, Guoyang Liu, Xiaoyu Wang, Wei Liu, Zhaoyang Liu, Shenghao Ma
- Biomed. Signal Process. Control. 2026
- Readers: Everyone
CNN-Autoformer: Automated EEG-based seizure detection and localization using hybrid deep learning
Shuhao Ren, Haotian Li, Weisen Lu, Guoyang Liu, Xiangwen Zhong, Chuanyu Li, Haozhou Cui, Yi Li, Weidong Zhou
- Biomed. Signal Process. Control. 2026
- Readers: Everyone
EEG-TFX: An interactive MATLAB toolbox for EEG feature engineering via multi-scale temporal windowing and filter banks
Qingyue Xin, Rui Zhang, Yaoqi Hu, Weidong Zhou, Lan Tian, Guoyang Liu
- Neurocomputing 2026
- Readers: Everyone
Lightweight cosine convolution network for sleep apnea detection with single-lead ECG
Rui Zhang, Kehao Zheng, Yong Wang, Weidong Zhou, Lan Tian, Guoyang Liu
- Neurocomputing 2026
- Readers: Everyone
Rethinking explainable AI: The gap between saliency-based explanation and user understanding for object detection models
Ruoxi Qi, Guoyang Liu, Jindi Zhang, Janet Hui-wen Hsiao
- Int. J. Hum. Comput. Stud. 2026
- Readers: Everyone
KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge
Guanghao Jin, Jingpei Wu, Tianpei Guo, Yiyi Niu, Weidong Zhou, Guoyang Liu
- CoRR 2025
- Readers: Everyone

View all 36 publications

Co-Authors

Alice Yang
Antoni B. Chan
Chao Cao
Chuanyu Li
Chung Tin
Dezan Ji
Di Zhang
Guangchao Sun
Guanghao Jin
Guijuan Jia
Hanwen Xu
Haopeng Liu
Haotian Li
Haozhou Cui
Hui Liu
Janet H. Hsiao
Janet Hui-wen Hsiao
Jian Cheng
Jiaqi Wang
Jindi Zhang
Jingpei Wu
Jinhan Zhang
Jinlian Ma
Junfang Xia
Kan Zheng

View all 70 co-authors