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portfolio
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publications
AImers-6G: AI-Driven Region-Temporal Resource Provisioning for 6G Immersive Services
Published in IEEE Wireless Communications, 2023
Recommended citation: Qiu Chao, Zheyuan Chen, Xiaoxu Ren, Ziming Dai, Cheng Zhang, and Xiaofei Wang. "AImers-6G: AI-driven region-temporal resource provisioning for 6G immersive services." IEEE Wireless Communications 30, no. 3 (2023): 196-203.
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MG²FL: Multi-Granularity Grouping-Based Federated Learning in Green Edge Computing Systems
Published in IEEE GLOBECOM, 2023
Recommended citation: Ziming Dai, Yunfeng Zhao, Chao Qiu, Xiaofei Wang, and F. Richard Yu. "MG 2 FL: Multi-Granularity Grouping-Based Federated Learning in Green Edge Computing Systems." In GLOBECOM 2023-2023 IEEE Global Communications Conference, pp. 152-157. IEEE, 2023.
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Multi-Granularity Federated Learning by Graph-Partitioning
Published in IEEE Transactions on Cloud Computing, 2024
Recommended citation: Ziming Dai, Yunfeng Zhao, Chao Qiu, Xiaofei Wang, Haipeng Yao, and Dusit Niyato. "Multi-Granularity Federated Learning by Graph-Partitioning." IEEE Transactions on Cloud Computing (2024).
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Stratos: An End-to-End Distillation Pipeline for Customized LLMs under Distributed Cloud Environments
Published in NaN, 2025
Recommended citation: Ziming Dai "Stratos: An End-to-End Distillation Pipeline for Customized LLMs under Distributed Cloud Environments"
AIME: Adaptive Inference with Model Evolution for Efficient On-Device Large Language Model Serving
Published in IEEE ICDCS, 2025
Recommended citation: Ziming Dai, Yunfeng Zhao, Yuxuan Wang, Jinhui Xu, Jinhang Song, Chao Qiu, and Salman Avestimehr. "AIME: Adaptive Inference with Model Evolution for Efficient On-Device Large Language Model Serving." IEEE ICDCS 2025.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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