| Enhancing federated learning robustness in adversarial environment through clustering Non-IID features Y Li, D Yuan, AS Sani, W Bao Computers & Security 132, 103319, 2023 | 10 | 2023 |
| Enhancing federated learning robustness through clustering non-IID features Y Li, AS Sani, D Yuan, W Bao 2023 Asian Conference on Computer Vision, Workshop (ACCV Workshop), 41-55, 2022 | 8 | 2022 |
| Artwork protection against neural style transfer using locally adaptive adversarial color attack Z Guo, K Wang, W Li, Y Qian, Y Li, O Arandjelović, L Fang 2024 European Conference on Artificial Intelligence (ECAI), 2024 | 4 | 2024 |
| Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios Y Li, H Chen, W Bao, Z Xu, D Yuan arXiv preprint arXiv:2311.05826, 2023 | 2 | 2023 |
| Label noise robust crowd counting with loss filtering factor Z Xu, H Lin, Y Chen, Y Li Applied Artificial Intelligence 38 (1), 2329859, 2024 | 1 | 2024 |
| Contribution-wise Byzantine-robust aggregation for Class-Balanced Federated Learning Y Li, W Ding, H Chen, W Bao, D Yuan Information Sciences 667, 120475, 2024 | 1 | 2024 |
| ICB FL: Implicit Class Balancing Towards Fairness in Federated Learning Y Li, L Zhong, D Yuan, H Chen, W Bao 2023 Australian Symposium on Parallel and Distributed Computing (AusPDC …, 2023 | 1 | 2023 |
| DFedCL: Decentralized Federated Collaborative Learning with Privacy Protection J Hu, Y Li, L Liu, H Lou 2024 IEEE International Conference on Systems Man and Cybernetics (SMC), 2024 | | 2024 |
| Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions Z Xu, Y Wang, X Feng, Y Wang, Y Li, H Lin Finance Research Letters, 105840, 2024 | | 2024 |
| Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges Y Li, Z Guo, N Yang, H Chen, D Yuan, W Ding arXiv preprint arXiv:2407.06754, 2024 | | 2024 |
| Holistic Evaluation Metrics for Federated Learning J Ibrahim, Y Li, H Chen, D Yuan 2024 IEEE International Conference on Computer Supported Cooperative Work in …, 2024 | | 2024 |
| Use Case Sensitive Evaluation Metrics for Federated Learning Y Li, J Ibrahim, H Chen, D Yuan, KKR Choo arXiv preprint arXiv:2405.02360, 2024 | | 2024 |
| Towards better ML-based software services: an investigation of source code engineering impact Y Li, C Ye, H Chen, S Chen, M Xue, J Shen 2023 IEEE International Conference on Services Computing (SCC), 1-10, 2023 | | 2023 |
