Hi! I’m Yiheng Liu 👋

About Me

Graduated from Central China Normal University (CCNU) with CS double degree in Huazhong University of Science and Technology (HUST), and get my master degree at Shaanxi Normal University. I am currently a phd student majored Control Science and Engineering at Northwestern polytechnical University.

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Research Interest

Deep Learning, Machine Learning, Reinforcement Learning, Functional Brain Network; Brain Inspired AI

Some Repositories About ML

Work Experience

2021.1-2021.4 intern algorithm engineer in inspirai

Representative Papers

  Paper PDF Code
1 Yiheng Liu, Enjie Ge, Ning Qiang, Tianming Liu, and Bao Ge. “Spatial-Temporal Convolutional Attention for Mapping Functional Brain Networks.” In 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). pdf code
2 Yiheng Liu, Enjie Ge, Mengshen He, Zhengliang Liu, Shijie Zhao, Xintao Hu, Dajiang Zhu, Tianming Liu, and Bao Ge. “Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention.” arXiv preprint arXiv:2205.09576 (2022). pdf code
3 Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, Zihao Wu, Lin Zhao, Dajiang Zhu, Xiang Li, Ning Qiang, Dingang Shen, Tianming Liu, and Bao Ge. “Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models.” Meta-Radiology (2023): 100017. pdf code
4 Yiheng Liu, Hao He, Tianle Han, Xu Zhang, Mengyuan Liu, Jiaming Tian, Yutong Zhang, Jiaqi Wang, Xiaohui Gao, Tianyang Zhong, Yi Pan, Shaochen Xu, Zihao Wu, Zhengliang Liu, Xin Zhang, Shu Zhang, Xintao Hu, Tuo Zhang, Ning Qiang, Tianming Liu, Bao Ge “Understanding LLMs: A Comprehensive Overview from Training to Inference.” Neurocomputing (2025). pdf  
5 Yiheng Liu, Enjie Ge, Zili Kang, Ning Qiang, Tianming Liu, and Bao Ge. “Spatial-temporal convolutional attention for discovering and characterizing functional brain networks in task fMRI.” NeuroImage (2024): 120519. pdf code
6 Yiheng Liu, et al. “Mapping dynamic spatial patterns of brain function with spatial-wise attention.” Journal of Neural Engineering (2024). pdf code

Education