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ORCIDYuchang Sun 0001
Person information
- affiliation: Hong Kong University of Science and Technology
Other persons with the same name
- Yuchang Sun 0002 — Nanjing University, Nanjing, Jiangsu, China
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Journal Articles
- 2024
[j4]Yuchang Sun
, Yuyi Mao, Jun Zhang:
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates. IEEE Trans. Mob. Comput. 23(7): 7572-7584 (2024)- [j3]Yuchang Sun, Jiawei Shao, Yuyi Mao, Songze Li, Jun Zhang:
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design. IEEE Trans. Wirel. Commun. 23(6): 6623-6638 (2024) - [j2]Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang:
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 23(7): 6905-6920 (2024) - 2023
- [j1]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity. IEEE Trans. Netw. Serv. Manag. 20(2): 1487-1501 (2023)
Conference and Workshop Papers
- 2023
- [c5]Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang:
Probabilistic Device Scheduling for Over-the-Air Federated Learning. ICCT 2023: 746-751 - 2022
- [c4]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients. ICC 2022: 5196-5201 - [c3]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. ISIT 2022: 2028-2033 - [c2]Jiawei Shao, Yuchang Sun, Songze Li, Jun Zhang:
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing. NeurIPS 2022 - [c1]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data. WCNC 2022: 1898-1903
Informal and Other Publications
- 2024
- [i13]Yuchang Sun, Marios Kountouris, Jun Zhang:
How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning. CoRR abs/2401.13236 (2024) - [i12]Xiaolu Wang, Yuchang Sun, Hoi-To Wai, Jun Zhang:
Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data. CoRR abs/2405.16966 (2024) - 2023
- [i11]Wenqiang Sun, Sen Li, Yuchang Sun, Jun Zhang:
DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning. CoRR abs/2305.01267 (2023) - [i10]Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang:
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning. CoRR abs/2305.16854 (2023) - [i9]Yuchang Sun, Yuyi Mao, Jun Zhang:
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates. CoRR abs/2306.12212 (2023) - [i8]Jiawei Shao, Zijian Li, Wenqiang Sun, Tailin Zhou, Yuchang Sun, Lumin Liu, Zehong Lin, Jun Zhang:
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency. CoRR abs/2307.10655 (2023) - [i7]Zijian Li, Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Feature Matching Data Synthesis for Non-IID Federated Learning. CoRR abs/2308.04761 (2023) - 2022
- [i6]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. CoRR abs/2201.10092 (2022) - [i5]Jiawei Shao, Yuchang Sun, Songze Li, Jun Zhang:
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing. CoRR abs/2210.02680 (2022) - [i4]Yuchang Sun, Jiawei Shao, Yuyi Mao, Songze Li, Jun Zhang:
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design. CoRR abs/2211.04132 (2022) - 2021
- [i3]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data. CoRR abs/2104.12678 (2021) - [i2]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients. CoRR abs/2112.04737 (2021) - [i1]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity. CoRR abs/2112.10313 (2021)
Coauthor Index
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