Ruiting Zhou

98 papers A* 11A 4B 21C 2Journal 52Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enabling Efficient Synergistic Multi-view Inference Across Heterogeneous Edge Devices.
ACM Trans. Sens. Networks
Fang Dong, Runze Chen, Shucun Fu, Wangbing Cheng, Ruiting Zhou, Xu Zhang
2026 J jnl
GLEAM: A Multimodal Imaging Dataset and HAMM for Glaucoma Classification.
CoRR
Jiao Wang, Chi Liu, Yiying Zhang, Hongchen Luo, Zhifen Guo, Ying Hu, Ke Xu, Jing Zhou, Hongyan Xu, Ruiting Zhou, Man Tang
2026 J jnl
Heterogeneous Federated Learning Frameworks for Balancing Job Completion Time and Model Accuracy.
IEEE Trans. Netw.
Ruobei Wang, Ruiting Zhou, Jieling Yu, Bo Li, Yuqing Li
2026 J jnl
Intelligent Frameworks for Minimizing Job Completion Time in Clustered Federated Learning.
IEEE Trans. Netw.
Jieling Yu, Ruiting Zhou, Bo Li, Libing Wu
2026 J jnl
Online Scheduling With Trajectory Prediction for Collaborative DNN Inference in Vehicular Networks.
IEEE Trans. Netw.
Ziyi Han, Ruiting Zhou, Haisheng Tan, John C. S. Lui
2025 J jnl
ADPTD: Adaptive Data Partition With Unbiased Task Dispatching for Video Analytics at the Edge.
IEEE Internet Things J.
Zhaowu Huang, Fang Dong, Haopeng Zhu, Mengyang Liu, Dian Shen, Ruiting Zhou, Xiaolin Guo, Baijun Chen
2025 J jnl
AutoTailor: Automatic and Efficient Adaptive Model Deployment for Diverse Edge Devices.
CoRR
Mengyang Liu, Chenyu Lu, Haodong Tian, Fang Dong, Ruiting Zhou, Wei Wang, Dian Shen, Guangtong Li, Ye Wan, Li Li
2025 A* conf
CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC.
INFOCOM
Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan
2025 J jnl
Efficient and Intelligent Multijob Federated Learning in Wireless Networks.
IEEE Internet Things J.
Jiajin Wang, Ne Wang, Ruiting Zhou, Bo Li
2025 J jnl
Faster, Smaller, and Smarter: Task-Aware Expert Merging for Online MoE Inference.
CoRR
Ziyi Han, Xutong Liu, Ruiting Zhou, Xiangxiang Dai, John C. S. Lui
2025 B conf
InfiniCL: Elastic Continual Learning for Resource-Constrained Edge Devices.
IWQoS
Chenyu Lu, Mengyang Liu, Fang Dong, Borui Li, Ruiting Zhou, Shiyao Ji
2025 J jnl
Joint Optimization of DNN Model Caching and Request Routing in Mobile Edge Computing.
CoRR
Shuting Qiu, Fang Dong, Siyu Tan, Ruiting Zhou, Dian Shen, Patrick P. C. Lee, Qilin Fan
2025 B conf
Online Deployment of Dynamic Edge DAG Serverless Functions Toward Fast Startup.
IWQoS
Yue Ma, Wentao Liu, Ruiting Zhou, Haodong Tian, Fang Dong, Yifan Zeng
2025 A* conf
Online Scheduling of Edge Multiple- Model Inference with DAG Structure and Retraining.
INFOCOM
Yifan Zeng, Ruiting Zhou, Lei Jiao, Renli Zhang
2025 J jnl
Remoe: Towards Efficient and Low-Cost MoE Inference in Serverless Computing.
CoRR
Wentao Liu, Yuhao Hu, Ruiting Zhou, Baochun Li, Ne Wang
2025 A* conf
SP-MoE: Expediting Mixture-of-Experts Training with Optimized Pipelining Planning.
INFOCOM
Ne Wang, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Ruiting Zhou, Bo Li
2025 A conf
Sdser: Online Deployment and Scheduling of Dynamic DAG Functions with Bayesian Prediction in Serverless Edge Computing.
ICDCS
Wentao Liu, Ruiting Zhou, Yue Ma
2025 J jnl
User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks.
IEEE Trans. Serv. Comput.
Ruiting Zhou, Yifeng Huang, Yufeng Wang, Lei Jiao, Haisheng Tan, Renli Zhang, Libing Wu
2024 J jnl
A Cross-Edge Offloading Framework for Green MEC Systems.
IEEE Trans. Consumer Electron.
Guang Fang, Ruiting Zhou, Xianglong Li, Zongpeng Li
2024 J jnl
Advanced Elastic Reed-Solomon Codes for Erasure-Coded Key-Value Stores.
IEEE Internet Things J.
Junmei Chen, Zongpeng Li, Ruiting Zhou, Lina Su, Ne Wang
2024 J jnl
Diagnosing and Repairing Distributed Routing Configurations Using Selective Symbolic Simulation.
CoRR
Rulan Yang, Hanyang Shao, Gao Han, Ziyi Wang, Xing Fang, Lizhao You, Qiao Xiang, Linghe Kong, Ruiting Zhou, Jiwu Shu
2024 B conf
Efficient Online DNN Inference with Continuous Learning in Edge Computing.
IWQoS
Yifan Zeng, Ruiting Zhou, Lei Jiao, Ziyi Han, Jieling Yu, Yue Ma
2024 J jnl
Eris: An Online Auction for Scheduling Unbiased Distributed Learning Over Edge Networks.
IEEE Trans. Mob. Comput.
Jinlong Pang, Ziyi Han, Ruiting Zhou, Renli Zhang, John C. S. Lui, Hao Chen
2024 B conf
HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning.
ICPP
Jiangshan Hao, Fang Dong, Bingheng Cen, Shucun Fu, Ruiting Zhou, Ding Ding
2024 J jnl
Incentive Mechanisms for Online Task Offloading With Privacy-Preserving in UAV-Assisted Mobile Edge Computing.
IEEE/ACM Trans. Netw.
Renli Zhang, Ruiting Zhou, Yufeng Wang, Haisheng Tan, Kun He
2024 J jnl
Low-Latency Hierarchical Federated Learning in Wireless Edge Networks.
IEEE Internet Things J.
Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen, Zongpeng Li
2024 A* conf
Online Container Caching with Late-Warm for IoT Data Processing.
ICDE
Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, Guoliang Chen
2024 J jnl
Online and Predictive Coordinated Cloud-Edge Scrubbing for DDoS Mitigation.
IEEE Trans. Mob. Comput.
Ruiting Zhou, Yifan Zeng, Lei Jiao, Yi Zhong, Liujing Song
2024 — conf
Rethinking DNS Configuration Verification with a Distributed Architecture.
APNet
Yao Wang, Kexin Yu, Ziyi Wang, Kaiqiang Hu, Haizhou Du, Qiao Xiang, Xing Fang, Geng Li, Ruiting Zhou, Linghe Kong, Jiwu Shu
2024 C conf
SAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network.
CSCWD
Ruiting Zhou, Ziyi Han, Yifan Zeng, Zhi Zhou, Libing Wu, Wei Wang
2023 — conf
A Reinforcement Learning Approach for Minimizing Job Completion Time in Clustered Federated Learning.
ACM TUR-C
Ruiting Zhou, Jieling Yu
2023 A* conf
A Reinforcement Learning Approach for Minimizing Job Completion Time in Clustered Federated Learning.
INFOCOM
Ruiting Zhou, Jieling Yu, Ruobei Wang, Bo Li, Jiacheng Jiang, Libing Wu
2023 B conf
ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks.
ICPP
Jieling Yu, Ruiting Zhou, Chen Chen, Bo Li, Fang Dong
2023 J jnl
An Efficient Online Auction for Placing and Pricing Cloud Container Clusters.
IEEE Trans. Netw. Sci. Eng.
Renli Zhang, Ruiting Zhou
2023 J jnl
An Incentive Auction for Heterogeneous Client Selection in Federated Learning.
IEEE Trans. Mob. Comput.
Jinlong Pang, Jieling Yu, Ruiting Zhou, John C. S. Lui
2023 B conf
An Online Framework for Joint UAV Trajectory Planning and Intelligent Dependent Task Offloading.
SECON
Yifeng Huang, Ruiting Zhou
2023 J jnl
DPS: Dynamic Pricing and Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks.
IEEE Trans. Mob. Comput.
Ruiting Zhou, Ne Wang, Yifeng Huang, Jinlong Pang, Hao Chen
2023 J jnl
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach.
IEEE J. Sel. Areas Commun.
Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li
2023 A* conf
Dynamic Resource Allocation for Deep Learning Clusters with Separated Compute and Storage.
INFOCOM
Mingxia Li, Zhenhua Han, Chi Zhang, Ruiting Zhou, Yuanchi Liu, Haisheng Tan
2023 J jnl
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale.
IEEE Trans. Mob. Comput.
Kongyange Zhao, Zhi Zhou, Xu Chen, Ruiting Zhou, Xiaoxi Zhang, Shuai Yu, Di Wu
2023 A conf
Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference.
ICDCS
Shuomiao Su, Zhi Zhou, Tao Ouyang, Ruiting Zhou, Xu Chen
2023 J jnl
Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs.
IEEE Trans. Cloud Comput.
Ruiting Zhou, Jinlong Pang, Qin Zhang, Chuan Wu, Lei Jiao, Yi Zhong, Zongpeng Li
2023 J jnl
Online Scheduling of Distributed Machine Learning Jobs for Incentivizing Sharing in Multi-Tenant Systems.
IEEE Trans. Computers
Ne Wang, Ruiting Zhou, Ling Han, Hao Chen, Zongpeng Li
2023 B conf
Orchestrating Blockchain with Decentralized Federated Learning in Edge Networks.
SECON
Yibo Jin, Lei Jiao, Zhuzhong Qian, Ruiting Zhou, Lingjun Pu
2023 J jnl
STALB: A Spatio-Temporal Domain Autonomous Load Balancing Routing Protocol.
IEEE Trans. Netw. Serv. Manag.
Yujie Song, Kai Jiang, Yue Cao, Ruiting Zhou, Chakkaphong Suthaputchakun, Yuan Zhuang
2023 B conf
WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment.
IWQoS
Daheng Yin, Fang Dong, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang
2022 B conf
Adaptive Clustered Federated Learning for Clients with Time-Varying Interests.
IWQoS
Ne Wang, Ruiting Zhou, Lina Su, Guang Fang, Zongpeng Li
2022 B conf
An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint.
ICPP
Lina Su, Ruiting Zhou, Ne Wang, Guang Fang, Zongpeng Li
2022 J jnl
Batch Auction Design for Cloud Container Services.
Mob. Networks Appl.
Yu He, Lin Ma, Ruiting Zhou, Chuanhe Huang
2022 J jnl
Dynamic service placement and request scheduling for edge networks.
Comput. Networks
Lina Su, Ne Wang, Ruiting Zhou, Zongpeng Li
2022 B conf
Heterogeneous Federated Learning for Balancing Job Completion Time and Model Accuracy.
ICPADS
Ruiting Zhou, Ruobei Wang, Jieling Yu, Bo Li, Yuqing Li
2022 A conf
Multi-agent Multi-armed Bandit Learning for Content Caching in Edge Networks.
ICWS
Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen, Zongpeng Li
2022 B conf
On-Demand or On-Premises: Online Mitigation of DDoS Attacks via Cloud-Edge Coordination.
SECON
Yi Zhong, Lei Jiao, Ruiting Zhou, Liujing Song
2022 J jnl
Online Task Offloading for 5G Small Cell Networks.
IEEE Trans. Mob. Comput.
Ruiting Zhou, Xueying Zhang, Shixin Qin, John C. S. Lui, Zhi Zhou, Hao Huang, Zongpeng Li
2022 B conf
Online incentive mechanism for task offloading with privacy-preserving in UAV-assisted mobile edge computing.
MobiHoc
Ruiting Zhou, Renli Zhang, Yufeng Wang, Haisheng Tan, Kun He
2022 J jnl
Online scheduling algorithms for unbiased distributed learning over wireless edge networks.
J. Syst. Archit.
Jinlong Pang, Ziyi Han, Ruiting Zhou, Haisheng Tan, Yue Cao
2022 J jnl
Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks.
IEEE J. Sel. Areas Commun.
Ne Wang, Ruiting Zhou, Lei Jiao, Renli Zhang, Bo Li, Zongpeng Li
2022 A* conf
Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing.
INFOCOM
Xiaoyi Pang, Zhibo Wang, Jingxin Li, Ruiting Zhou, Ju Ren, Zhetao Li
2022 A* conf
Two Time-Scale Joint Service Caching and Task Offloading for UAV-assisted Mobile Edge Computing.
INFOCOM
Ruiting Zhou, Xiaoyi Wu, Haisheng Tan, Renli Zhang
2021 A conf
A Truthful Procurement Auction for Incentivizing Heterogeneous Clients in Federated Learning.
ICDCS
Ruiting Zhou, Jinlong Pang, Zhibo Wang, John C. S. Lui, Zongpeng Li
2021 J jnl
An edge computing based data detection scheme for traffic light at intersections.
Comput. Commun.
Libing Wu, Rui Zhang, Ruiting Zhou, Dan Wu
2021 J jnl
Editorial for Special Issue on Flexible Cloud and Edge for Internet-of-Things.
Trans. Emerg. Telecommun. Technol.
Deze Zeng, Ruidong Li, Zhi Zhou, Ruiting Zhou, Rami Langar, Md. Zakirul Alam Bhuiyan
2021 A* conf
Metric Learning via Penalized Optimization.
KDD
Hao Huang, Yanan Peng, Ting Gan, Weiping Tu, Ruiting Zhou, Sai Wu
2021 B conf
Online Scheduling Unbiased Distributed Learning over Wireless Edge Networks.
ICPADS
Ziyi Han, Ruiting Zhou, Jinlong Pang, Yue Cao, Haisheng Tan
2021 — conf
Online Scheduling of Machine Learning Jobs in Edge-Cloud Networks.
NaNA
Jingping She, Ne Wang, Ruiting Zhou, Chen Tian
2021 J jnl
Online Service Placement and Request Scheduling in MEC Networks.
CoRR
Lina Su, Ne Wang, Ruiting Zhou, Zongpeng Li
2021 J jnl
Online and energy-efficient task-processing for distributed edge networks.
Comput. Networks
Li Yu, Zongpeng Li, Jiangchuan Liu, Ruiting Zhou
2021 J jnl
Resources Sharing in 5G Networks: Learning-Enabled Incentives and Coalitional Games.
IEEE Syst. J.
Li Yu, Zongpeng Li, Jiangchuan Liu, Ruiting Zhou
2020 B conf
An Online Learning-Based Task Offloading Framework for 5G Small Cell Networks.
ICPP
Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li
2020 J jnl
An efficient online auction for resource leasing in cloud radio access networks.
Comput. Networks
Yinghui Sai, Xiaotong Li, Ruiting Zhou, Zongpeng Li
2020 — conf
Dynamic Pricing and Placement for Distributed Machine Learning Jobs.
BigCom
Xueying Zhang, Ruiting Zhou, John C. S. Lui, Zongpeng Li
2020 — conf
Edge Emergency Demand Response Control via Scheduling in Cloudlet Cluster.
INFOCOM Workshops
Zhaoyan Song, Ruiting Zhou, Shihan Zhao, Shixin Qin, John C. S. Lui, Zongpeng Li
2020 J jnl
Emergency demand response in edge computing.
EURASIP J. Wirel. Commun. Netw.
Zhaoyan Song, Ruiting Zhou, Shihan Zhao, Shixin Qin, John C. S. Lui, Zongpeng Li
2020 J jnl
Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage.
IEEE Trans. Parallel Distributed Syst.
Xiaotong Li, Ruiting Zhou, Lei Jiao, Chuan Wu, Yuhang Deng, Zongpeng Li
2020 — conf
Online Placing and Pricing for Cloud Container Clusters: An Auction Approach.
NaNA
Renli Zhang, Ruiting Zhou
2020 B conf
Online scheduling of heterogeneous distributed machine learning jobs.
MobiHoc
Qin Zhang, Ruiting Zhou, Chuan Wu, Lei Jiao, Zongpeng Li
2020 A* conf
Scheduling DDoS Cloud Scrubbing in ISP Networks via Randomized Online Auctions.
INFOCOM
Wencong You, Lei Jiao, Jun Li, Ruiting Zhou
2020 J jnl
Smart vehicular communication via 5G mmWaves.
Comput. Networks
Xiaotong Li, Ruiting Zhou, Ying-Jun Angela Zhang, Lei Jiao, Zongpeng Li
2019 J jnl
An Efficient Online Placement Scheme for Cloud Container Clusters.
IEEE J. Sel. Areas Commun.
Ruiting Zhou, Zongpeng Li, Chuan Wu
2019 C conf
Batch Auction Design for Cloud Container Services.
QSHINE
Yu He, Lin Ma, Ruiting Zhou, Chuanhe Huang
2019 — conf
Cooperative offloading of tasks with deadlines in mobile cloud computing.
ACM TUR-C
Xiaotong Li, Ruiting Zhou, Zongpeng Li
2019 B conf
Online Scheduling of Traffic Diversion and Cloud Scrubbing with Uncertainty in Current Inputs.
MobiHoc
Lei Jiao, Ruiting Zhou, Xiaojun Lin, Xu Chen
2019 J jnl
Online task allocation in mobile cloud computing with budget constraints.
Comput. Networks
Yu He, Lin Ma, Ruiting Zhou, Chuanhe Huang, Zongpeng Li
2018 J jnl
A Truthful Online Mechanism for Location-Aware Tasks in Mobile Crowd Sensing.
IEEE Trans. Mob. Comput.
Ruiting Zhou, Zongpeng Li, Chuan Wu
2018 B conf
An Efficient Online Market Mechanism for Resource Leasing in Cloud Radio Access Networks.
IWQoS
Ruiting Zhou, Jianqun Cui
2018 J jnl
An Online Emergency Demand Response Mechanism for Cloud Computing.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Ruiting Zhou, Zongpeng Li, Chuan Wu
2018 B conf
An Online Placement Scheme for VNF Chains in Geo-Distributed Clouds.
IWQoS
Ruiting Zhou
2018 J jnl
Batch Auction Design For Cloud Container Services.
CoRR
Lin Ma, Ruiting Zhou, Zongpeng Li
2018 — —
Efficient Algorithms for Dynamic Cloud Resource Provisioning.
Ruiting Zhou
2018 J jnl
Scheduling Frameworks for Cloud Container Services.
IEEE/ACM Trans. Netw.
Ruiting Zhou, Zongpeng Li, Chuan Wu
2017 J jnl
An Efficient Cloud Market Mechanism for Computing Jobs With Soft Deadlines.
IEEE/ACM Trans. Netw.
Ruiting Zhou, Zongpeng Li, Chuan Wu, Zhiyi Huang
2017 J jnl
Virtualized resource sharing in cloud radio access networks: An auction approach.
Comput. Commun.
Ruiting Zhou, Xunrui Yin, Zongpeng Li, Chuan Wu
2016 J jnl
An Emergency Demand Response Mechanism for Cloud Computing.
SIGMETRICS Perform. Evaluation Rev.
Ruiting Zhou, Zongpeng Li, Chuan Wu
2015 A* conf
An online procurement auction for power demand response in storage-assisted smart grids.
INFOCOM
Ruiting Zhou, Zongpeng Li, Chuan Wu
2015 J jnl
Demand Response in Smart Grids: A Randomized Auction Approach.
IEEE J. Sel. Areas Commun.
Ruiting Zhou, Zongpeng Li, Chuan Wu, Minghua Chen
2013 J jnl
Signal Alignment: Enabling Physical Layer Network Coding for MIMO Networking.
IEEE Trans. Wirel. Commun.
Ruiting Zhou, Zongpeng Li, Chuan Wu, Carey Williamson
2012 B conf
Buddy Routing: A Routing Paradigm for NanoNets Based on Physical Layer Network Coding.
ICCCN
Ruiting Zhou, Zongpeng Li, Chuan Wu, Carey Williamson
2011 B conf
Physical Layer Network Coding with Signal Alignment for MIMO Wireless Networks.
MASS
Ruiting Zhou, Zongpeng Li, Chuan Wu, Carey Williamson