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ORCIDYouming Tao 0001
Person information
- affiliation: Shandong University, School of Computer Science and Technology, Jinan, China
- affiliation (former): Shandong University, Taishan College, Jinan, China
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2020 – today
- 2025
[j8]Shuzhen Chen, Yuan Yuan, Youming Tao, Tianzhu Wang, Zhipeng Cai, Dongxiao Yu:
Adaptive pruning-based Newton's method for distributed learning. Theor. Comput. Sci. 1026: 114987 (2025)- 2024
- [j7]Youming Tao, Cheng-Long Wang
, Miao Pan, Dongxiao Yu, Xiuzhen Cheng, Di Wang:
Communication Efficient and Provable Federated Unlearning. Proc. VLDB Endow. 17(5): 1119-1131 (2024) - [j6]Youming Tao, Shuzhen Chen, Congwei Zhang, Di Wang, Dongxiao Yu, Xiuzhen Cheng, Falko Dressler:
Private Over-the-Air Federated Learning at Band-Limited Edge. IEEE Trans. Mob. Comput. 23(12): 12444-12460 (2024) - [c5]Dongxiao Yu, Kaiyi Zhang, Youming Tao, Wenlu Xu, Yifei Zou, Xiuzhen Cheng:
Correlation-Aware and Personalized Privacy-Preserving Data Collection. ICNC 2024: 724-729 - [i6]Youming Tao, Cheng-Long Wang, Miao Pan, Dongxiao Yu, Xiuzhen Cheng, Di Wang:
Communication Efficient and Provable Federated Unlearning. CoRR abs/2401.11018 (2024) - 2023
- [j5]Youming Tao, Sijia Cui, Wenlu Xu, Haofei Yin, Dongxiao Yu, Weifa Liang, Xiuzhen Cheng:
Byzantine-Resilient Federated Learning at Edge. IEEE Trans. Computers 72(9): 2600-2614 (2023) - [j4]Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng:
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks. IEEE Trans. Knowl. Data Eng. 35(9): 9547-9561 (2023) - [c4]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. COCOON (1) 2023: 335-346 - [c3]Yulian Wu, Xingyu Zhou, Youming Tao, Di Wang:
On Private and Robust Bandits. NeurIPS 2023 - [i5]Yulian Wu, Xingyu Zhou, Youming Tao, Di Wang:
On Private and Robust Bandits. CoRR abs/2302.02526 (2023) - [i4]Youming Tao, Sijia Cui, Wenlu Xu, Haofei Yin, Dongxiao Yu, Weifa Liang, Xiuzhen Cheng:
Byzantine-Resilient Federated Learning at Edge. CoRR abs/2303.10434 (2023) - [i3]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. CoRR abs/2308.10154 (2023) - 2022
- [c2]Youming Tao, Yulian Wu, Peng Zhao, Di Wang:
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits. AISTATS 2022: 1546-1574 - [c1]Youming Tao, Yulian Wu, Xiuzhen Cheng, Di Wang:
Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited. IJCAI 2022: 3947-3953 - 2021
- [j3]Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong, Xiuzhen Cheng:
Privacy-Preserving Collaborative Learning for Multiarmed Bandits in IoT. IEEE Internet Things J. 8(5): 3276-3286 (2021) - [j2]Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong:
Distributed learning dynamics of Multi-Armed Bandits for edge intelligence. J. Syst. Archit. 114: 101919 (2021) - [j1]Dongxiao Yu, Zongrui Zou, Shuzhen Chen, Youming Tao, Bing Tian, Weifeng Lv, Xiuzhen Cheng:
Decentralized Parallel SGD With Privacy Preservation in Vehicular Networks. IEEE Trans. Veh. Technol. 70(6): 5211-5220 (2021) - [i2]Youming Tao, Yulian Wu, Peng Zhao, Di Wang:
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits. CoRR abs/2106.02575 (2021) - 2020
- [i1]Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng:
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks. CoRR abs/2011.09845 (2020)
Coauthor Index
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