Yongheng Deng

According to our database, Yongheng Deng authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer.

Yongheng Deng, Ziqing Qiao, Ju Ren, Yang Liu, Yaoxue Zhang

CoRR, 2023

A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning.

Yongheng Deng, Ju Ren, Cheng Tang, Feng Lyu, Yang Liu, Yaoxue Zhang

Proceedings of the IEEE INFOCOM 2023, 2023

A Prototype-Based Knowledge Distillation Framework for Heterogeneous Federated Learning.

Feng Lyu, Cheng Tang, Yongheng Deng, Tong Liu, Yongmin Zhang, Yaoxue Zhang

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

LEARN: Selecting Samples Without Training Verification for Communication-Efficient Vertical Federated Learning.

Tong Liu, Feng Lyu, Jun Ma, Yongheng Deng, Jiayin Chen, Qilong Tan, Yaoxue Zhang

Proceedings of the IEEE Global Communications Conference, 2023

2022

AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning.

Yongheng Deng, Feng Lyu, Ju Ren, Huaqing Wu, Yuezhi Zhou, Yaoxue Zhang, Xuemin Shen

IEEE Trans. Parallel Distributed Syst., 2022

Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation.

Yongheng Deng, Feng Lyu, Ju Ren, Yi-Chao Chen, Peng Yang, Yuezhi Zhou, Yaoxue Zhang

IEEE Trans. Parallel Distributed Syst., 2022

Making resource adaptive to federated learning with COTS mobile devices.

Yongheng Deng, Shuang Gu, Chengbo Jiao, Xing Bao, Feng Lyu

Peer-to-Peer Netw. Appl., 2022

TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity.

Yongheng Deng, Weining Chen, Ju Ren, Feng Lyu, Yang Liu, Yunxin Liu, Yaoxue Zhang

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization.

Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

Mortgage Brokers and the Effectiveness of Regulatory Oversights.

Sumit Agarwal, Swee Hoon Ang, Yongheng Deng, Yonglin Wang

Manag. Sci., 2021

FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.

Yongheng Deng, Feng Lyu, Ju Ren, Yi-Chao Chen, Peng Yang, Yuezhi Zhou, Yaoxue Zhang

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning.

Yongheng Deng, Feng Lyu, Ju Ren, Yongmin Zhang, Yuezhi Zhou, Yaoxue Zhang, Yuanyuan Yang

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2019

A similarity measure based on Kullback-Leibler divergence for collaborative filtering in sparse data.

Jiangzhou Deng, Yong Wang, Junpeng Guo, Yongheng Deng, Jerry Gao, Younghee Park

J. Inf. Sci., 2019

Toward Fast and Distributed Computation Migration System for Edge Computing in IoT.

Chao Wu, Yaoxue Zhang, Yongheng Deng

IEEE Internet Things J., 2019

2018

Research on investor sentiment and stock market prediction based on Weibo text.

Yongheng Deng, Qing Xie, Yong Wang

Proceedings of the 2018 International Conference on Security, 2018