Ju Ren

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 33

Top Topics

Labeling Effort

Reinforcement Learning

Data Distribution

Mediated Communication

Top Venues

IEEE Trans. Mob. Comput.

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)
Lili Chen, Bozhong Yu, Yongjian Fu, Ju Ren, Hao Pan, Jeremy Gummeson, Yaoxue Zhang
Pushing Wireless Charging from Station to Travel. MobiCom (2024)
Yongjian Fu, Yongzhao Zhang, Hao Pan, Yu Lu, Xinyi Li, Lili Chen, Ju Ren, Xiong Li, Xiaosong Zhang, Yaoxue Zhang
Pushing the Limits of Acoustic Spatial Perception via Incident Angle Encoding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Yongheng Deng, Feng Lyu, Tengxi Xia, Yuezhi Zhou, Yaoxue Zhang, Ju Ren, Yuanyuan Yang
A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge. IEEE/ACM Trans. Netw. 32 (3) (2024)
Xinyi Li, Gaoteng Zhao, Ling Chen, Xinyu Zhang, Ju Ren
RFMagus: Programming the Radio Environment With Networked Metasurfaces. MobiCom (2024)
Wei Luo, Deyu Zhang, Jinrui Zhang, Bangwen He, Wang Sun, Huan Yang, Ju Ren
MBSeg: Real-Time Contour-Based Method Instance Segmentation for Egocentric Vision. IEEE Internet Things J. 11 (12) (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)
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Youngki Lee, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu
HiMoDepth: Efficient Training-Free High-Resolution On-Device Depth Perception. IEEE Trans. Mob. Comput. 23 (5) (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)
Yanjie Zhen, Weining Chen, Wei Gao, Ju Ren, Kang Chen, Yu Chen
PatternS: An intelligent hybrid memory scheduler driven by page pattern recognition. J. Syst. Archit. 153 (2024)
Wei Wang, Yongmin Zhang, Rui Huang, Ju Ren, Feng Lyu, Yaoxue Zhang
Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing. IEEE Trans. Mob. Comput. 23 (4) (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)
Deyu Zhang, Yunzhen Luo, Yaobo Wang, Xiaoyan Kui, Ju Ren
BatOpt: Optimizing GPU-Based Deep Learning Inference Using Dynamic Batch Processing. IEEE Trans. Cloud Comput. 12 (1) (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Xiaoxi Zhang, Ju Ren, Jian Tang, Yang Yang, Xuemin Shen
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. CoRR (2024)
Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren
Federated Offline Policy Optimization with Dual Regularization. INFOCOM (2024)
Caihui Du, Jihong Yu, Rongrong Zhang, Ju Ren, Jianping An
Orthcatter: High-throughput In-band OFDM Backscatter with Over-the-Air Code Division. NSDI (2024)
Tengxi Xia, Ju Ren, Wei Rao, Qin Zu, Wenjie Wang, Shuai Chen, Yaoxue Zhang
AeroRec: An Efficient On-Device Recommendation Framework using Federated Self-Supervised Knowledge Distillation. INFOCOM (2024)
Zixu Hao, Huiqiang Jiang, Shiqi Jiang, Ju Ren, Ting Cao
Hybrid SLM and LLM for Edge-Cloud Collaborative Inference. EdgeFM@MobiSys (2024)
Yanjie Zhen, Weining Chen, Wei Gao, Ju Ren, Kang Chen, Yu Chen
Intelligent Hybrid Memory Scheduling Based on Page Pattern Recognition. DATE (2024)
Weimin Li, Weihong Tian, Zhengmao Yan, Zitong Li, Jie Gao, Fan Wu, Jianxun Liu, Wenxiong Chen, Ju Ren
CoralDB: A Collaborative Database for Data Sharing Based on Permissioned Blockchain. IEEE Trans. Mob. Comput. 23 (9) (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)
Yongjian Fu, Yongzhao Zhang, Yu Lu, Lili Qiu, Yi-Chao Chen, Yezhou Wang, Mei Wang, Yijie Li, Ju Ren, Yaoxue Zhang
Adaptive Metasurface-Based Acoustic Imaging using Joint Optimization. MobiSys (2024)
Ruichun Ma, Shicheng Zheng, Hao Pan, Lili Qiu, Xingyu Chen, Liangyu Liu, Yihong Liu, Wenjun Hu, Ju Ren
AutoMS: Automated Service for mmWave Coverage Optimization using Low-cost Metasurfaces. MobiCom (2024)
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. MobiSys (2024)
Qiushi Li, Yan Zhang, Ju Ren, Qi Li, Yaoxue Zhang
You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks. CoRR (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)
Shuning Wang, Linghui Zhong, Yongjian Fu, Lili Chen, Ju Ren, Yaoxue Zhang
UFace: Your Smartphone Can "Hear" Your Facial Expression! Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Yang Xu, Yunlin Tan, Cheng Zhang, Kai Chi, Peng Sun, Wenyuan Yang, Ju Ren, Hongbo Jiang, Yaoxue Zhang
RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection. CoRR (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)
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)