Yuanxin Zhuang

According to our database, Yuanxin Zhuang authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation.

Yuanxin Zhuang, Dazhong Shen, Ying Sun

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Comprehensive Survey on Self-Interpretable Neural Networks.

Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong

Proc. IEEE, August, 2025

MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning.

Yuanxin Zhuang, Dazhong Shen, Ying Sun

CoRR, May, 2025

2024

Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?

Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun

Proceedings of the 33rd USENIX Security Symposium, 2024

2022

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks.

Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation.

Yuanxin Zhuang, Chuan Shi, Cheng Yang, Fuzhen Zhuang, Yangqiu Song

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021