姓名：郭晨琪

职称：讲师

研究方向（Focus Area）：

1、计算机视觉

2、机器学习

3、数据分析与统计

联系方式：

办公地址：肉视频 主楼E1133

电子邮箱：[email protected]

办公电话：15227230766

一、个人简介及主要荣誉称号

郭晨琪，女，1995年7月生，汉族，籍贯河北省。2023年5月毕业于美国俄亥俄州立大学，获博士学位；2019年6月毕业于美国西北大学，获硕士学位。现任肉视频 肉视频 讲师。主要研究计算机视觉与机器学习。

二、教学与人才培养情况

承担软件构造与C++课程。

三、代表性论著（第一作者，限10篇）

[1] Byzantine-robust one-shot federated learning based on hybrid-domain fuzzy clustering and meta learning 

    Huili Liu, Chenqi Guo, Yinglong Ma, Yandan Wang

    Elsevier, Expert Systems with Applications in 2025/6/15

[2] MOHFL: Multi-Level One-Shot Hierarchical Federated Learning With Enhanced Model Aggregation Over Non-IID Data 

    Huili Liu, Yinglong Ma, Chenqi Guo, Xiaofeng Liu, Tingdong Wang

    IEEE Transactions on Network and Service Management in 2025/4/15

[3] Why does Knowledge Distillation work? Rethink its attention and fidelity mechanism 

    Chenqi Guo, Shiwei Zhong, Xiaofeng Liu, Qianli Feng, Yinglong Ma

    Elsevier, Expert Systems with Applications in 2025/3/1

[4] Recommendation feedback-based dynamic adaptive training for efficient social item recommendation 

    Yi Wang, Chenqi Guo, Yinglong Ma, Qianli Feng

    Elsevier, Expert Systems with Applications in 2025/3/1

[5] A Fully Parallel and Scalable FDSE Approach Based on Balanced Measurements Partitioning and Graph Node-centric Hash Storage 

    Yinglong Ma, Tingdong Wang, Chenqi Guo, Yanbo Chen, Siyan Liu

    IEEE Transactions on Industrial Informatics in 2025/3/1

[6] GAXG: A Global and Self-Adaptive Optimal Graph Topology Generation Framework for Explaining Graph Neural Networks 

    Xiaofeng Liu, Chenqi Guo, Mingjun Zhao and Yinglong Ma

    IEEE Transactions on Network Science and Engineering in 2024/12/1

[7] Multiple Contrastive Experts for long-tailed image classification 

    Yandan Wang, Kaiyin Sun, Chenqi Guo, Shiwei Zhong, Huili Liu, Yinglong Ma

    Elsevier, Expert Systems with Applications in 2024/12/1

[8] KnowGNN: A Knowledge-Aware and Structure-Sensitive Model-Level Explainer for Graph Neural Networks 

    Yinglong Ma, Xiaofeng Liu, Chenqi Guo, Beihong Jin, Huili Liu

    Springer, Applied Intelligence in 2024/12/1

[9] A fully automatic framework for evaluating cosmetic results of breast conserving therapy

    Chenqi Guo, Tamara L Smith, Qianli Feng, Fabian Benitez-Quiroz, Frank Vicini, Douglas Arthur, Julia White, Aleix Martinez

    Elsevier, Machine Learning with Applications in 2022/11/2

[10] When do GANs replicate? On the choice of dataset size

    Qianli Feng*, Chenqi Guo*, Fabian Benitez-Quiroz, Aleix Martinez(*共同一作)

    Proceedings of the IEEE/CVF International Conference on Computer Vision in 2021/10/1