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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 models, 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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Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
Kunhao Li, Wenhao Li, Di Wu, Lei Yang, Jun Bai, Ju Jia, Jason Xue AAAI 2026 (CCF A, Oral) arXiv Link |
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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; 2025 KBS Best Paper Award) 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 Graphs
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 Applied Intelligence 2025 (SCI Q2) Paper |
PatentsAn adaptive semantic-aware privacy protection method and device for large language modelsKunhao Li, Lei Yang 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 International Journal of Machine Learning and Cybernetics |
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Award
Knowledge-Based Systems 2025 BEST PAPER AWARD |
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Design and source code from Jon Barron's website. |