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ORCIDJiaming Pei
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Publications
- 2026
[b1]Jiaming Pei, Lukun Wang, Minghui Dai:
Federated Learning for Smart Mobility - Towards Secure, Efficient, and Sustainable Transportation System. Springer Briefs in Computer Science, Springer 2026, ISBN 978-981-95-6159-9, pp. 1-104- [j45]Jiaming Pei
, Xiaoqing Xu, Lukun Wang, Saba Al-Rubaye, Sun Zhang, Anwer Al-Dulaimi:
Adaptive Federated Learning for Future IoV-Oriented IoT End-to-End Network Planning. IEEE Internet Things J. 13(10): 22488-22500 (2026) - [j42]Lukun Wang, Xiaoqing Xu, Jiaming Pei:
Communication-Efficient Federated Learning via Dynamic Sparsity: An Adaptive Pruning Ratio Based on Weight Importance. IEEE Trans. Cogn. Commun. Netw. 12: 1068-1077 (2026) - [c14]Ruteng Yu, Lukun Wang, Jiaming Pei:
GSAG-CDGAN: A Generalizable Small-Sample Attention-Guided GAN for Remote Sensing Change Detection (Student Abstract). AAAI 2026: 41452-41454 - 2025
- [j35]Huifang Sun, Jiaming Pei, Xiaoqing Xu, Rubing Xue, Lingyun Zhao, Qihang Sun, Longfei Li, Lukun Wang:
Fedmkd: multi-teacher knowledge distillation for communication-efficient federated learning. Clust. Comput. 28(10): 638 (2025) - [j33]Wancheng Feng, Yingchao Liu, Jiaming Pei, Guangliang Cheng, Lukun Wang:
Local Consistency Guidance: Personalized Stylization Method of Face Video. Comput. Vis. Image Underst. 257: 104339 (2025) - [j28]Lukun Wang, Qihang Sun, Jiaming Pei, Muhammad Attique Khan, Maryam M. Al Dabel, Yasser D. Al-Otaibi, Ali Kashif Bashir:
Bitemporal Remote Sensing Change Detection With State-Space Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 14942-14954 (2025) - [c13]Huifang Sun, Jiaming Pei, Lukun Wang:
Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract). AAAI 2025: 29504-29505 - [c12]Xiaoqing Xu, Jiaming Pei, Lukun Wang:
A High-Efficiency Federated Learning Method Using Complementary Pruning for D2D Communication (Student Abstract). AAAI 2025: 29541-29542 - 2024
- [j21]Haotian Zhang, Lukun Wang, Jiaming Pei, Feng Lyu, Minglu Li, Chao Liu:
RF-Sign: Position-Independent Sign Language Recognition Using Passive RFID Tags. IEEE Internet Things J. 11(5): 9056-9071 (2024) - [j19]Lukun Wang, Pu Sun, Yunjie Liu, Jiaming Pei, Yaning Shi, Wenxuan Liu, Chunpeng Tian:
A DC Arc Fault Sensor With Leftover Gated Recurrent Neural Network in Consumer Electronics. IEEE Trans. Consumer Electron. 70(1): 1310-1317 (2024) - [j18]Jiaming Pei, Rubing Xue, Chao Liu, Lukun Wang:
Toward Byzantine-Resilient Secure AI: A Federated Learning Communication Framework for 6G Consumer Electronics. IEEE Trans. Consumer Electron. 70(3): 5719-5728 (2024) - [j17]Jiaming Pei, Wenxuan Liu, Jinhai Li, Lukun Wang, Chao Liu:
A Review of Federated Learning Methods in Heterogeneous Scenarios. IEEE Trans. Consumer Electron. 70(3): 5983-5999 (2024) - [c11]Wancheng Feng, Yingchao Liu, Jiaming Pei, Wenxuan Liu, Chunpeng Tian, Lukun Wang:
Local Consistency Guidance: Personalized Stylization Method of Face Video (Student Abstract). AAAI 2024: 23486-23487 - [c10]Jiaming Pei, Wei Li, Lukun Wang:
Knowledge Transfer via Compact Model in Federated Learning (Student Abstract). AAAI 2024: 23621-23622 - [c7]Rubing Xue, Jiaming Pei, Lukun Wang:
Federated Learning on Small Batch Sizes via Batch Renormalization. Tiny Papers @ ICLR 2024 - [i1]Wancheng Feng, Wanquan Feng, Dawei Huang, Jiaming Pei, Guangliang Cheng, Lukun Wang:
StyleBrush: Style Extraction and Transfer from a Single Image. CoRR abs/2408.09496 (2024) - 2023
- [j15]Jiaming Pei, Shike Li, Zhi Yu, Laishan Ho, Wenxuan Liu, Lukun Wang:
Federated Learning Encounters 6G Wireless Communication in the Scenario of Internet of Things. IEEE Commun. Stand. Mag. 7(1): 94-100 (2023) - [j14]Lukun Wang, Wancheng Feng, Chunpeng Tian, Liquan Chen, Jiaming Pei:
3D-unified spatial-temporal graph for group activity recognition. Neurocomputing 556: 126646 (2023) - [j13]Jiaming Pei, Wenxuan Liu, Lukun Wang, Chao Liu, Ali Kashif Bashir, Yue Wang:
Fed-IoUT: Opportunities and Challenges of Federated Learning in the Internet of Underwater Things. IEEE Internet Things Mag. 6(1): 108-112 (2023) - [j12]Hui Xia, Shuo Xu, Jiaming Pei, Rui Zhang, Zhi Yu, Weitao Zou, Lukun Wang, Chao Liu:
FedME2: Memory Evaluation & Erase Promoting Federated Unlearning in DTMN. IEEE J. Sel. Areas Commun. 41(11): 3573-3588 (2023) - [j11]Jiaming Pei, Kaiyang Zhong, Zhi Yu, Lukun Wang, Kuruva Lakshmanna:
Scene Graph Semantic Inference for Image and Text Matching. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(5): 144:1-144:23 (2023) - [c5]Wenxuan Liu, Lukun Wang, Jiaming Pei:
When will federated learning transfer from generalization to personalization? Tiny Papers @ ICLR 2023 - [c3]Hui Li, Tongao Ge, Ruidi Ma, Ying Guo, Guowei Zhao, Jiaming Pei, Lukun Wang, Lingwei Xu:
Drone-Assisted Behavior Recognition via Key Frame Extraction for Efficient 5G Communication. INFOCOM Workshops 2023: 1-7 - 2022
- [c2]Lingwei Xu, Yanyan Duan, Jiaming Pei, Wenzhong Lin, Lukun Wang, Shahid Mumtaz:
PCA-RNN-based intelligent mobile drone spectrum sensing algorithm. DroneCom@MobiCom 2022: 31-36 - [c1]Jiaming Pei, Zhi Yu, Wenxuan Liu, Weili Kong, Jiwei Zhang, Lukun Wang:
Clustered federated learning multi-classifier for non-IID scenario in drone devices. DroneCom@MobiCom 2022: 79-84
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