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2020 – today
- 2023
[j15]Shuo Wan
, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief, Jie Chuai:
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning. IEEE Internet Things J. 10(11): 9482-9497 (2023)- 2022
- [j14]Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief:
Federated Multiagent Actor-Critic Learning for Age Sensitive Mobile-Edge Computing. IEEE Internet Things J. 9(2): 1053-1067 (2022) - [c10]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
How Global Observation embedding in Vertical-Horizontal Federated Learning. IWCMC 2022: 12-17 - 2021
- [j13]Gangtao Xin, Zhefan Li, Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled Ben Letaief:
Soft Compression: An Approach to Shape Coding for Images. IEEE Commun. Lett. 25(3): 798-801 (2021) - [j12]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
Convergence Analysis and System Design for Federated Learning Over Wireless Networks. IEEE J. Sel. Areas Commun. 39(12): 3622-3639 (2021) - [c9]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
Convergence analysis and Design principle for Federated learning in Wireless network. GLOBECOM 2021: 1-6 - [c8]Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief:
An Edge Federated MARL Approach for Timeliness Maintenance in MEC Collaboration. ICC Workshops 2021: 1-6 - [i14]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
Convergence Analysis and System Design for Federated Learning over Wireless Networks. CoRR abs/2105.00872 (2021) - [i13]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning. CoRR abs/2112.01039 (2021) - 2020
- [j11]Wenhuan Wang, Bohan Li, Ding Feng, Anman Zhang, Shuo Wan:
The OL-DAWE Model: Tweet Polarity Sentiment Analysis With Data Augmentation. IEEE Access 8: 40118-40128 (2020) - [j10]Zheqi Zhu, Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Khaled B. Letaief:
An Importance Aware Weighted Coding Theorem Using Message Importance Measure. IEEE Commun. Lett. 24(8): 1598-1601 (2020) - [j9]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief:
Toward Big Data Processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System. IEEE Internet Things J. 7(7): 5995-6009 (2020) - [j8]Bohan Li, Yi Liu, Anman Zhang, Wen-Huan Wang, Shuo Wan:
A Survey on Blocking Technology of Entity Resolution. J. Comput. Sci. Technol. 35(4): 769-793 (2020) - [c7]Shuo Wan, Bohan Li, Anman Zhang, Wenhuan Wang, Donghai Guan:
S2AP: Sequential Senti-Weibo Analysis Platform. DASFAA (3) 2020: 745-749 - [i12]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief:
Intelligent networking with Mobile Edge Computing: Vision and Challenges for Dynamic Network Scheduling. CoRR abs/2004.13926 (2020) - [i11]Zheqi Zhu, Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Khaled B. Letaief:
An Importance Aware Weighted Coding Theorem Using Message Importance Measure. CoRR abs/2005.10718 (2020) - [i10]Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief:
Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing. CoRR abs/2012.14137 (2020)
2010 – 2019
- 2019
- [j7]Rui She, Shanyun Liu, Shuo Wan, Ke Xiong, Pingyi Fan:
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges. IEEE Access 7: 100363-100382 (2019) - [j6]Shanyun Liu, Yunquan Dong, Pingyi Fan, Rui She, Shuo Wan:
Matching Users' Preference under Target Revenue Constraints in Data Recommendation Systems. Entropy 21(2): 205 (2019) - [j5]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Minor Probability Events' Detection in Big Data: An Integrated Approach With Bayes Detection and MIM. IEEE Commun. Lett. 23(3): 418-421 (2019) - [c6]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief:
Towards Big Data Processing in IoT: Network Management for Online Edge Data Processing. GLOBECOM 2019: 1-6 - [c5]Anman Zhang, Bohan Li, Shuo Wan, Kai Wang:
Cyberbullying Detection with BiRNN and Attention Mechanism. MLICOM 2019: 623-635 - [i9]Shanyun Liu, Yunquan Dong, Pingyi Fan, Rui She, Shuo Wan:
Matching Users' Preference Under Target Revenue Constraints in Optimal Data Recommendation Systems. CoRR abs/1901.10721 (2019) - [i8]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Towards Big data processing in IoT: network management for online edge data processing. CoRR abs/1905.01663 (2019) - [i7]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Towards Big data processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System. CoRR abs/1906.05023 (2019) - [i6]Rui She, Shanyun Liu, Shuo Wan, Ke Xiong, Pingyi Fan:
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges. CoRR abs/1907.02652 (2019) - 2018
- [j4]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
To Smart City: Public Safety Network Design for Emergency. IEEE Access 6: 1451-1460 (2018) - [j3]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Information Theory in Formation Control: An Error Analysis to Multi-Robot Formation. Entropy 20(8): 618 (2018) - [j2]Bohan Li, Anman Zhang, Wei Zheng, Shuo Wan, Xiaolin Qin, Xue Li, Hai-Lian Yin:
GRIP: A Group Recommender Based on Interactive Preference Model. J. Comput. Sci. Technol. 33(5): 1039-1055 (2018) - [j1]Jiaxun Lu, Shuo Wan, Xuhong Chen, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief:
Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations. IEEE Trans. Wirel. Commun. 17(6): 3641-3655 (2018) - [c4]Shuo Wan, Bohan Li, Anman Zhang, Kai Wang, Xue Li:
Vertical and Sequential Sentiment Analysis of Micro-blog Topic. ADMA 2018: 353-363 - [c3]Kai Wang, Bohan Li, Shuo Wan, Anman Zhang, Donghai Guan:
Research on Commodity Recommendation Algorithm Based on RFN. ADMA 2018: 499-513 - [c2]Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Yunquan Dong:
A Switch to the Concern of User: Importance Coefficient in Utility Distribution and Message Importance Measure. IWCMC 2018: 1362-1367 - [i5]Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Yunquan Dong:
A Switch to the Concern of User: Importance Coefficient in Utility Distribution and Message Importance Measure. CoRR abs/1803.09467 (2018) - [i4]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Minor probability events detection in big data: An integrated approach with Bayesian testing and MIM. CoRR abs/1807.05694 (2018) - 2017
- [c1]Jiaxun Lu, Shuo Wan, Xuhong Chen, Pingyi Fan:
Energy-Efficient 3D UAV-BS Placement versus Mobile Users' Density and Circuit Power. GLOBECOM Workshops 2017: 1-6 - [i3]Jiaxun Lu, Shuo Wan, Xuhong Chen, Pingyi Fan:
Energy-efficient 3D UAV-BS Placement Versus Mobile Users' Density and Circuit Power. CoRR abs/1705.06500 (2017) - [i2]Jiaxun Lu, Shuo Wan, Xuhong Chen, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief:
Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations. CoRR abs/1709.03271 (2017) - [i1]Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief:
Semi-centralized control for multi-robot formation and theoretical lower bound. CoRR abs/1709.03641 (2017)
Coauthor Index
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