Guancheng Wan

According to our database, Guancheng Wan authored at least 10 papers between 2023 and 2024.

Collaborative distances:

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

2024

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark.

Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du, Qiang Yang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference.

Zihan Tan, Guancheng Wan, Wenke Huang, Mang Ye

CoRR, 2024

G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks.

Guibin Zhang, Yanwei Yue, Xiangguo Sun, Guancheng Wan, Miao Yu, Junfeng Fang, Kun Wang, Dawei Cheng

CoRR, 2024

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen

CoRR, 2024

Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph.

Guancheng Wan, Zewen Liu, Max S. Y. Lau, B. Aditya Prakash, Wei Jin

CoRR, 2024

EpiLearn: A Python Library for Machine Learning in Epidemic Modeling.

Zewen Liu, Yunxiao Li, Mingyang Wei, Guancheng Wan, Max S. Y. Lau, Wei Jin

CoRR, 2024

A Review of Graph Neural Networks in Epidemic Modeling.

Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin

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

S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning.

Guancheng Wan, Yijun Tian, Wenke Huang, Nitesh V. Chawla, Mang Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Federated Graph Learning under Domain Shift with Generalizable Prototypes.

Guancheng Wan, Wenke Huang, Mang Ye

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Federated Graph Semantic and Structural Learning.

Wenke Huang, Guancheng Wan, Mang Ye, Bo Du

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023