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Kunhao Li (Kunhom)About MeI am currently a doctor student specializing in artificial intelligence at South China University of Technology (2024~present), under the supervision of Lei Yang. My research interests encompass large language model, data mining, and deep learning. I graduated from Anhui Normal University in 2021, earning a B.Eng degree in Internet of Things. That same year, I was accepted into the School of Internet at Anhui University, where I ranked first in my major with a total score of 381 (achieving 143 in professional courses). In 2024, I was admitted to South China University of Technology to pursue my doctor degree. Currently, I am doing further research on LLM privacy and general graph safety. If you are interested in my work, feel free to reach out to me! |
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Publications1 denotes equal contribution |
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Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks
Kunhao Li, Di Wu, Jun Bai, Jing Xu, Lei Yang, Ziyi Zhang, Yiliao Song, Wencheng Yang, Taotao Cai, Yan Li arXiv:2507.19964 arXiv Link |
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SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks
Zhenhua Huang, Kunhao Li, Shaojie Wang, Zhaohong Jia, Wentao Zhu, Sharad Mehrotra ICDE 2024 (CCF A) Paper |
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Graph Relearn Network: Reducing performance variance and improving prediction accuracy of graph neural networks
Zhenhua Huang 1, Kunhao Li 1, Yihang Jiang, Zhaohong Jia, Linyuan Lv, Yunjie Ma Knowledge-Based Systems October 2024 (SCI Q1) Paper |
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SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels
Zhenhua Huang 1, Wenhao Zhou 1, Kunhao Li 1, Zhaohong Jia Knowledge-Based Systems November 2023 (SCI Q1) Paper |
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RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphss
Kunhao Li; Zhenhua Huang; Zhaohong Jia IEEE Transactions on Network Science and Engineering February 2023 (SCI Q1) Paper |
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Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks
Zhenhua Huang, Kunhao Li, Shaojie Wang, Zhaohong Jia, Wentao Zhu, Sharad Mehrotra arXiv:2407.11361 arXiv Link |
Football2019: 8th Place, Anhui Provincial University Football Cup (Left Back, Jersey No. 66) 2021: 3rd Place, Anhui University Championship (Midfielder, Jersey No. 10) 2024: Runner-Up, South China University of Technology Championship (Attacking Midfielder, Jersey No. 23) |
Academic Service |
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Reviewer
IEEE Transactions on Neural Networks and Learning Systems Journal of Supercomputing Journal of BigData |
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Design and source code from Jon Barron's website. |