Sheng Yue

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Energy Management

Channel Assignment

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

J. Medical Imaging Health Informatics

Publications

Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
How to Leverage Diverse Demonstrations in Offline Imitation Learning. CoRR (2024)
Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren
Federated Offline Policy Optimization with Dual Regularization. CoRR (2024)
Ye Zhang, Jinrui Zhang, Sheng Yue, Wei Lu, Ju Ren, Xuemin Shen
Mobile Generative AI: Opportunities and Challenges. IEEE Wirel. Commun. 31 (4) (2024)
Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. INFOCOM (2024)
Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu
BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency. INFOCOM (2024)
Zerui Qin, Sheng Yue
A Federated Meta-Reinforcement Learning Algorithm Based on Gradient Correction. ACM TUR-C (2024)
Zequn Cao, Xiaoheng Deng, Sheng Yue, Ping Jiang, Ju Ren, Jinsong Gui
Dependent Task Offloading in Edge Computing Using GNN and Deep Reinforcement Learning. IEEE Internet Things J. 11 (12) (2024)
Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren
Federated Offline Policy Optimization with Dual Regularization. INFOCOM (2024)
Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. CoRR (2024)
Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. CoRR (2024)
Zhaofeng Zhang, Sheng Yue, Junshan Zhang
Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yongheng Deng, Guanbo Wang, Sheng Yue, Wei Rao, Qin Zu, Wenjie Wang, Shuai Chen, Ju Ren, Yaoxue Zhang
RelayRec: Empowering Privacy-Preserving CTR Prediction via Cloud-Device Relay Learning. IPSN (2024)
Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren
PoPeC: PAoI-Centric Task Offloading With Priority Over Unreliable Channels. IEEE/ACM Trans. Netw. 32 (3) (2024)
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. ICLR (2023)
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. CoRR (2023)
Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren
PoPeC: PAoI-Centric Task Offloading with Priority over Unreliable Channels. CoRR (2023)
Yongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren, Yaoxue Zhang
FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data. SenSys (2023)
Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang, Yuanyuan Yang
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang
HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. CNSM (2022)
Sheng Yue, Ju Ren, Jiang Xin, Deyu Zhang, Yaoxue Zhang, Weihua Zhuang
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks. IEEE J. Sel. Areas Commun. 40 (5) (2022)
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. MobiHoc (2021)
Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang
TODG: Distributed Task Offloading with Delay Guarantees for Edge Computing. CoRR (2021)
Sheng Yue, Ju Ren, Jiang Xin, Deyu Zhang, Yaoxue Zhang, Weihua Zhuang
Efficient Federated Meta-Learning over Multi-Access Wireless Networks. CoRR (2021)
Qingzhen Zhao, Na Zhao, Dengdeng Luo, Sheng Yue
Radiologic Intervention of Internal Iliac Artery Occlusion During Cesarean Section for Dangerous Placenta Previa. J. Medical Imaging Health Informatics 10 (12) (2020)
Qingzhen Zhao, Na Zhao, Dengdeng Luo, Sheng Yue
Radiologic Intervention of Internal Iliac Artery Occlusion During Cesarean Section for Dangerous Placenta Previa. J. Medical Imaging Health Informatics 10 (12) (2020)
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. CoRR (2020)
Ju Ren, Kadir Md Mahfujul, Feng Lyu, Sheng Yue, Yaoxue Zhang
Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC. IEEE Trans. Veh. Technol. 69 (8) (2020)
Ju Ren, Sheng Yue, Deyu Zhang, Yaoxue Zhang, Jiannong Cao
Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs. IEEE Trans. Veh. Technol. 68 (2) (2019)