Kunhao Li

PhD student, School of Software Engineering, South China University of Technology

Joined

January 2025

Names

Kunhao Li (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

School of Software Engineering, South China University of Technology (scut.edu.cn)

2024 – 2028

MS student

School of Internet, Anhui University (ahu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Lei Yang

2024 – 2028

Coauthor

Zhenhua Huang

2021 – 2024

Coauthor

Zhaohong Jia

2021 – 2024

Expertise

LLM

2024 – 2028

Graph Neural Network

2021 – 2024

Publications

HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction
Wenhao Li, Kunhao Li, Lei Yang
- ICLR 2026 Poster
- Readers: Everyone
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
- Submitted to ICLR 2026
- Readers: Everyone
SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks
Zhenhua Huang, Kunhao Li, Shaojie Wang, Zhaohong Jia, Wentao Zhu, Sharad Mehrotra
- CoRR 2024
- Readers: Everyone
Graph Relearn Network: Reducing performance variance and improving prediction accuracy of graph neural networks
Zhenhua Huang, Kunhao Li, Yihang Jiang, Zhaohong Jia, Linyuan Lv, Yunjie Ma
- Knowl. Based Syst. 2024
- Readers: Everyone
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
- CoRR 2024
- Readers: Everyone
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels
Zhenhua Huang, Wenhao Zhou, Kunhao Li, Zhaohong Jia
- Knowl. Based Syst. 2023
- Readers: Everyone
RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs
Kunhao Li, Zhenhua Huang, Zhaohong Jia
- IEEE Trans. Netw. Sci. Eng. 2023
- Readers: Everyone

Kunhao Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction

Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks

SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks

Graph Relearn Network: Reducing performance variance and improving prediction accuracy of graph neural networks

Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks

SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels

RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs

Co-Authors