| Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark W Huang, M Ye, Z Shi, G Wan, H Li, B Du, Q Yang IEEE TPAMI, 2024 | 54 | 2024 |
| Federated Graph Semantic and Structural Learning W Huang*, G Wan*, M Ye, B Du IJCAI, 2023 | 38 | 2023 |
| A Review of Graph Neural Networks in Epidemic Modeling Z Liu*, G Wan*, BA Prakash, MSY Lau, W Jin KDD, 2024 | 32 | 2024 |
| Federated graph learning under domain shift with generalizable prototypes G Wan, W Huang, M Ye AAAI 38 (14), 15429-15437, 2024 | 26 | 2024 |
| S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning G Wan, Y Tian, W Huang, NV Chawla, M Ye ICML, 2024, 2024 | 11* | 2024 |
| FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference Z Tan*, G Wan*, W Huang, M Ye NeurIPS, 2024, 2024 | 3 | 2024 |
| Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph G Wan, Z Liu, MSY Lau, BA Prakash, W Jin arXiv preprint arXiv:2410.00049, 2024 | 3 | 2024 |
| A Federated Learning for Generalization W Huang, M Ye, Z Shi, G Wan, H Li, B Du, Q Yang Robustness, Fairness: A Survey and Benchmark. arXiv, 2023 | 3 | 2023 |
| Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning W Huang, J Liang, Z Shi, D Zhu, G Wan, H Li, B Du, D Tao, M Ye arXiv preprint arXiv:2411.10928, 2024 | 2 | 2024 |
| G-designer: Architecting multi-agent communication topologies via graph neural networks G Zhang, Y Yue, X Sun, G Wan, M Yu, J Fang, K Wang, D Cheng arXiv preprint arXiv:2410.11782, 2024 | 2 | 2024 |
| Cut the crap: An economical communication pipeline for llm-based multi-agent systems G Zhang, Y Yue, Z Li, S Yun, G Wan, K Wang, D Cheng, JX Yu, T Chen arXiv preprint arXiv:2410.02506, 2024 | 2 | 2024 |
| EpiLearn: A Python Library for Machine Learning in Epidemic Modeling Z Liu, Y Li, M Wei, G Wan, MSY Lau, W Jin arXiv preprint arXiv:2406.06016, 2024 | 2 | 2024 |
| Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning W Huang, M Ye, Z Shi, G Wan, H Li, B Du The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 1 | 2024 |
Mang YeProfessor, Wuhan Universitywhu.edu.cn의 이메일 확인됨