Yiheng Liu

PhD student, School of Automation, Northwest Polytechnical University Xi'an

Joined

April 2022

Names

Yiheng Liu (Preferred)

Emails

****@qq.com (Confirmed)

****@163.com

****@gmail.com

****@mail.nwpu.edu.cn

Personal Links

Homepage

ORCID

Career & Education History

PhD student

School of Automation, Northwest Polytechnical University Xi'an (nwpu.edu.cn)

2024 – 2028

MS student

School of Physics and Information Technology, Shaanxi Normal University (snnu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Xintao Hu

2024 – Present

Coauthor

Xiaohui Gao

2024 – Present

Coauthor

Haoran Yang

2024 – Present

Expertise

Model Compression

2025 – Present

Brain-Inspired AI

2022 – Present

fMRI

2022 – Present

functional networks

2022 – Present

Publications

Pruning Large Language Models by Identifying and Preserving Functional Networks
Yiheng Liu, Junhao Ning, Sichen Xia, Xiaohui Gao, Ning Qiang, Bao Ge, Junwei Han, Xintao Hu
- CoRR 2025
- Readers: Everyone
Jacobian-Based Interpretation of Nonlinear Neural Encoding Model
Xiaohui Gao, Haoran Yang, Yue Cheng, Mengfei Zuo, Yiheng Liu, Peiyang Li, Xintao Hu
- NeurIPS 2025 spotlight
- Readers: Everyone
Brain-Inspired Exploration of Functional Networks and Key Neurons in Large Language Models
Yiheng Liu, Xiaohui Gao, Haiyang Sun, Bao Ge, Tianming Liu, Junwei Han, Xintao Hu
- CoRR 2025
- Readers: Everyone
Understanding LLMs: A comprehensive overview from training to inference
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 et al. (1 additional authors not shown)
- Neurocomputing 2025
- Readers: Everyone
LinBridge: A Learnable Framework for Interpreting Nonlinear Neural Encoding Models
Xiaohui Gao, Yue Cheng, Peiyang Li, Yijie Niu, Yifan Ren, Yiheng Liu, Haiyang Sun, Zhuoyi Li, Weiwei Xing, Xintao Hu
- Submitted to ICLR 2025
- Readers: Everyone
Spatial-temporal convolutional attention for discovering and characterizing functional brain networks in task fMRI
Yiheng Liu, Enjie Ge, Zili Kang, Ning Qiang, Tianming Liu, Bao Ge
- NeuroImage 2024
- Readers: Everyone
Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography
Jiayue Zhang, Yiheng Liu, Wenqi Cai, Yali Peng, Senqing Qi, Taotao Long, Bao Ge
- CoRR 2024
- Readers: Everyone
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives
Jiaqi Wang, Zihao Wu, Yiwei Li, Hanqi Jiang, Peng Shu, Enze Shi, Huawen Hu, Chong Ma, Yiheng Liu, Xuhui Wang, Yincheng Yao, Xuan Liu, Huaqin Zhao, Zhengliang Liu, Haixing Dai, Lin Zhao, Bao Ge, Xiang Li, Tianming Liu, Shu Zhang
- CoRR 2024
- Readers: Everyone
Brain Cortical Surface Can Predict Fiber Trajectories
Tianle Han, Yifan Lv, Mengshen He, Yiheng Liu, Tianming Liu, Bao Ge
- ISBI 2024
- Readers: Everyone
Summary of ChatGPT-Related research and perspective towards the future of large language models
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, Bao Ge
- Meta-Radiology
- Readers: Everyone

View all 18 publications

Co-Authors

View all 91 co-authors