Minhua Lin

According to our database, Minhua Lin authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation.

Minhua Lin, Zhengzhang Chen, Yanchi Liu, Xujiang Zhao, Zongyu Wu, Junxiang Wang, Xiang Zhang, Suhang Wang, Haifeng Chen

CoRR, 2024

Trojan Prompt Attacks on Graph Neural Networks.

Minhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu, Yilong Wang, Xiang Zhang, Suhang Wang

CoRR, 2024

Robustness-Inspired Defense Against Backdoor Attacks on Graph Neural Networks.

Zhiwei Zhang, Minhua Lin, Junjie Xu, Zongyu Wu, Enyan Dai, Suhang Wang

CoRR, 2024

LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning.

Junjie Xu, Zongyu Wu, Minhua Lin, Xiang Zhang, Suhang Wang

CoRR, 2024

PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection.

Enyan Dai, Minhua Lin, Suhang Wang

CoRR, 2024

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function.

Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Helen Li, Yiran Chen

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective.

Zhiwei Zhang, Minhua Lin, Enyan Dai, Suhang Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Adversarial Robustness in Graph Neural Networks: Recent Advances and New Frontier.

Zhichao Hou, Minhua Lin, MohamadAli Torkamani, Suhang Wang, Xiaorui Liu

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Unnoticeable Backdoor Attacks on Graph Neural Networks.

Enyan Dai, Minhua Lin, Xiang Zhang, Suhang Wang

Proceedings of the ACM Web Conference 2023, 2023

Certifiably Robust Graph Contrastive Learning.

Minhua Lin, Teng Xiao, Enyan Dai, Xiang Zhang, Suhang Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

A Hybrid Hesitant 2-Tuple IVSF Decision Making Approach to Analyze PERT-Based Critical Paths of New Service Development Process for Renewable Energy Investment Projects.

Fei Cheng, Minhua Lin, Serhat Yüksel, Hasan Dinçer, Hakan Kalkavan

IEEE Access, 2021

2020

Evasion Attacks to Graph Neural Networks via Influence Function.

Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen

CoRR, 2020