| Robust searching-based gradient collaborative management in intelligent transportation system H Shi, H Wang, R Ma, Y Hua, T Song, H Gao, H Guan ACM Transactions on Multimedia Computing, Communications and Applications 20 …, 2023 | 20 | 2023 |
| Automatic pipeline parallelism: A parallel inference framework for deep learning applications in 6G mobile communication systems H Shi, W Zheng, Z Liu, R Ma, H Guan IEEE Journal on Selected Areas in Communications 41 (7), 2041-2056, 2023 | 17 | 2023 |
| cFedDT: Cross-Domain Federated Learning in Digital Twins for Metaverse Consumer Electronic Products R Ma, H Shi, H Gao, H Guan, M Iqbal, S Mumtaz IEEE Transactions on Consumer Electronics, 2023 | 8 | 2023 |
| Hierarchical adaptive collaborative learning: A distributed learning framework for customized cloud services in 6G mobile systems H Shi, R Ma, D Li, H Guan IEEE Network 37 (2), 44-53, 2023 | 7 | 2023 |
| Federated recommender system based on diffusion augmentation and guided denoising Y Di, H Shi, X Wang, R Ma, Y Liu ACM Transactions on Information Systems 43 (2), 1-36, 2025 | 5 | 2025 |
| A Federated Network Intrusion Detection System with Multi-Branch Network and Vertical Blocking Aggregation Y Wang, W Zheng, Z Liu, J Wang, H Shi, M Gu, Y Di Electronics 12 (19), 4049, 2023 | 5 | 2023 |
| pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems H Shi, J Zhang, S Fan, R Ma, H Guan IEEE Transactions on Cognitive and Developmental Systems 16 (1), 31-45, 2023 | 5 | 2023 |
| FedRL: a reinforcement learning federated recommender system for efficient communication using reinforcement selector and hypernet generator Y Di, H Shi, R Ma, H Gao, Y Liu, W Wang ACM Transactions on Recommender Systems, 2024 | 4 | 2024 |
| Batch Gradient Descent-based Optimization of WMMSE for Rate Splitting Strategy Z Wang, R Ma, H Shi, L Lin, H Guan 2022 International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2022 | 3 | 2022 |
| Edge caching placement strategy based on evolutionary game for conversational information seeking in edge cloud computing H Shi, M Zhang, RH Ma, L Lin, R Zhang, H Guan ACM Transactions on the Web 18 (4), 1-23, 2024 | 2 | 2024 |
| FedACQ: adaptive clustering quantization of model parameters in federated learning T Tian, H Shi, R Ma, Y Liu International Journal of Web Information Systems 20 (1), 88-110, 2024 | 2 | 2024 |
| A Combined Multi-Classification Network Intrusion Detection System Based on Feature Selection and Neural Network Improvement Y Wang, Z Liu, W Zheng, J Wang, H Shi, M Gu Applied Sciences 13 (14), 8307, 2023 | 2 | 2023 |
| Federated cross-domain recommendation system based on bias eliminator and personalized extractor Y Di, H Shi, Q Wang, S Jia, J Bao, Y Liu Knowledge and Information Systems, 1-31, 2024 | 1 | 2024 |
| Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks Z Wang, R Ma, H Shi, Z Cai, L Lin, H Guan IEEE Transactions on Network Science and Engineering, 2024 | 1 | 2024 |
| Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number H Shi, I Bayanbayev, W Zheng, R Ma, H Guan ACM Transactions on Sensor Networks, 2023 | 1 | 2023 |
| Balancing Efficiency and Personalization in Federated Learning via Blockwise Knowledge Distillation I Bayanbayev, H Shi, R Ma Chinese Journal of Electronics, 2025 | | 2025 |
| Personalized Consumer Federated Recommender System Using Fine-grained Transformation and Hybrid Information Sharing Y Di, X Wang, H Shi, C Fan, R Zhou, R Ma, Y Liu IEEE Transactions on Consumer Electronics, 2025 | | 2025 |
| RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates S Fan, H Shi, C Wang, R Ma, X Wang ACM Transactions on Internet Technology 24 (4), 1-26, 2024 | | 2024 |
| Edge-Distributed IoT Services Assist the Economic Sustainability of LEO Satellite Constellation Construction M Zhang, H Shi, R Ma Sustainability 16 (4), 1599, 2024 | | 2024 |
| FedREAS: A Robust Efficient Aggregation and Selection Framework for Federated Learning S Fan, C Wang, X Ruan, H Shi, R Ma, H Guan ACM Transactions on Asian and Low-Resource Language Information Processing, 2024 | | 2024 |
