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2020 – today
- 2024
[j11]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): 21632-21646 (2024)- [j10]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): 6104-6115 (2024) - [j9]Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren:
PoPeC: PAoI-Centric Task Offloading With Priority Over Unreliable Channels. IEEE/ACM Trans. Netw. 32(3): 2376-2390 (2024) - [j8]Jiani Liu, Ju Ren, Yongmin Zhang, Sheng Yue, Yaoxue Zhang:
SESAME: A Resource Expansion and Sharing Scheme for Multiple Edge Services Providers. IEEE/ACM Trans. Netw. 32(4): 3189-3204 (2024) - [j7]Ye Zhang, Jinrui Zhang, Sheng Yue, Wei Lu, Ju Ren, Xuemin Shen:
Mobile Generative AI: Opportunities and Challenges. IEEE Wirel. Commun. 31(4): 58-64 (2024) - [c11]Zerui Qin, Sheng Yue:
A Federated Meta-Reinforcement Learning Algorithm Based on Gradient Correction. ACM TUR-C 2024 - [c10]Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang:
How to Leverage Diverse Demonstrations in Offline Imitation Learning. ICML 2024 - [c9]Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang:
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. ICML 2024 - [c8]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: 141-150 - [c7]Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren:
Federated Offline Policy Optimization with Dual Regularization. INFOCOM 2024: 811-820 - [c6]Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren:
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. INFOCOM 2024: 1131-1140 - [c5]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: 188-199 - [i9]Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren:
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. CoRR abs/2405.17471 (2024) - [i8]Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren:
Federated Offline Policy Optimization with Dual Regularization. CoRR abs/2405.17474 (2024) - [i7]Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang:
How to Leverage Diverse Demonstrations in Offline Imitation Learning. CoRR abs/2405.17476 (2024) - [i6]Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang:
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. CoRR abs/2405.17477 (2024) - 2023
- [c4]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 - [c3]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: 56-69 - [i5]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 abs/2302.04782 (2023) - [i4]Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren:
PoPeC: PAoI-Centric Task Offloading with Priority over Unreliable Channels. CoRR abs/2303.15119 (2023) - 2022
- [j6]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): 1556-1570 (2022) - [j5]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): 1650-1665 (2022) - [c2]Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang:
HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. CNSM 2022: 1-9 - 2021
- [c1]Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang:
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. MobiHoc 2021: 91-100 - [i3]Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang:
TODG: Distributed Task Offloading with Delay Guarantees for Edge Computing. CoRR abs/2101.02772 (2021) - [i2]Sheng Yue, Ju Ren, Jiang Xin, Deyu Zhang, Yaoxue Zhang, Weihua Zhuang:
Efficient Federated Meta-Learning over Multi-Access Wireless Networks. CoRR abs/2108.06453 (2021) - 2020
- [j4]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): 2931-2934 (2020) - [j3]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): 2931-2934 (2020) - [j2]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): 8900-8913 (2020) - [i1]Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang:
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. CoRR abs/2012.08677 (2020)
2010 – 2019
- 2019
- [j1]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): 1578-1592 (2019)
Coauthor Index
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