Zhi Zhou - RankMe

191 papers A* 13A 8B 21C 8Misc 1Journal 123Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIGC-Enhanced Federated Learning: Addressing Data Scarcity in Preference-Based Scenarios. IEEE Trans. Mob. Comput. Chenyu Wang, Zhi Zhou, Zixin Xu, Zhijie Wang, Shaoquan Wang, Xu Chen
2026	J	`jnl`	Adaptive load balance scheme for the distributed control plane in SDN. Frontiers Comput. Sci. Yuwen Zhou, Bangbang Ren, Junjie Xie, Zhi Zhou, Xu Chen, Zhiguang Chen, Deke Guo
2026	A*	`conf`	Energy-Efficient and Dequantization-Free Quantization of LLMs: A Spiking Neural Network Approach to Salient Value Mitigation. WWW Chenyu Wang, Zhanglu Yan, Zhi Zhou, Xu Chen, Weng-Fai Wong
2026	J	`jnl`	Kirin: Improving ANN efficiency with SNN Hybridization. CoRR Chenyu Wang, Zhanglu Yan, Zhi Zhou, Xu Chen, Weng-Fai Wong
2026	B	`conf`	Laser: Unlocking Layer-Level Scheduling for Efficient Multi-SLO LLM Serving. PPoPP Jianxiong Liao, Quanxing Dong, Yunkai Liang, Zhi Zhou, Xu Chen
2026	J	`jnl`	Online Location Planning for AI-Defined Vehicles: Optimizing Joint Tasks of Order Serving and Spatio-Temporal Heterogeneous Model Fine-Tuning. IEEE Trans. Mob. Comput. Bokeng Zheng, Bo Rao, Tianxiang Zhu, Chee-Wei Tan, Jingpu Duan, Zhi Zhou, Xu Chen, Xiaoxi Zhang
2025	A*	`conf`	AdaRAG: Adaptive Optimization for Retrieval Augmented Generation with Multilevel Retrievers at the Edge. INFOCOM Tao Ouyang, Guihang Hong, Kongyange Zhao, Zhi Zhou, Weigang Wu, Zhaobiao Lv, Xu Chen
2025	A	`conf`	CoEdge-RAG: Optimizing Hierarchical Scheduling for Retrieval-Augmented LLMs in Collaborative Edge Computing. RTSS Guihang Hong, Tao Ouyang, Kongyange Zhao, Zhi Zhou, Xu Chen
2025	J	`jnl`	CoEdge-RAG: Optimizing Hierarchical Scheduling for Retrieval-Augmented LLMs in Collaborative Edge Computing. CoRR Guihang Hong, Tao Ouyang, Kongyange Zhao, Zhi Zhou, Xu Chen
2025	J	`jnl`	Delay-Sensitive Task Offloading With Edge Caching Through Martingale-Based Deep Reinforcement Learning. IEEE Trans. Mob. Comput. Chongwu Dong, Weidong Li, Zhi Zhou, Xu Chen, Zhihong Tian, Wushao Wen
2025	A*	`conf`	Demo: WasmSD-Edge: A Lightweight Edge Stable Diffusion Image Generation Framework Based on WebAssembly. MobiCom Rouyi Wang, Zhi Zhou, Xu Chen
2025	J	`jnl`	Dynamic Edge-Centric Resource Provisioning for Online and Offline Services Co-Location via Reactive and Predictive Approaches. IEEE Trans. Netw. Tao Ouyang, Kongyange Zhao, Guihang Hong, Xiaoxi Zhang, Zhi Zhou, Xu Chen
2025	J	`jnl`	Efficient Coordination of Federated Learning and Inference Offloading at the Edge: A Proactive Optimization Paradigm. IEEE Trans. Mob. Comput. Ke Luo, Kongyange Zhao, Tao Ouyang, Xiaoxi Zhang, Zhi Zhou, Hao Wang, Xu Chen
2025	J	`jnl`	Energy-Efficient and Dequantization-Free Q-LLMs: A Spiking Neural Network Approach to Salient Value Mitigation. CoRR Chenyu Wang, Zhanglu Yan, Zhi Zhou, Xu Chen, Weng-Fai Wong
2025	J	`jnl`	MEC-Enabled Task Replication With Resource Allocation for Reliability-Sensitive Services in 5G mMTC Networks. IEEE Trans. Serv. Comput. Rui Huang, Wushao Wen, Zhi Zhou, Chongwu Dong, Xu Chen
2025	—	`conf`	Microns: Connection Subsetting for Microservices in Shared Clusters. SIGMETRICS (Abstracts) Jianxiong Liao, Juntao Li, Zhi Zhou, Fei Xu, Fangming Liu, Xu Chen
2025	J	`jnl`	Microns: Connection Subsetting for Microservices in Shared Clusters. Proc. ACM Meas. Anal. Comput. Syst. Jianxiong Liao, Juntao Li, Zhi Zhou, Fei Xu, Fangming Liu, Xu Chen
2025	A*	`conf`	Online Context Caching for Distributed Large Language Models Serving. INFOCOM Bin Gao, Zhuomin He, Yizhen Yao, Zhanzhi Lou Lou, Zhi Zhou, Weng-Fai Wong
2025	J	`jnl`	Online Location Planning for AI-Defined Vehicles: Optimizing Joint Tasks of Order Serving and Spatio-Temporal Heterogeneous Model Fine-Tuning. CoRR Bokeng Zheng, Bo Rao, Tianxiang Zhu, Chee Wei Tan, Jingpu Duan, Zhi Zhou, Xu Chen, Xiaoxi Zhang
2025	J	`jnl`	Online Resource Provisioning and Batch Scheduling for AIoT Inference Serving in an XPU Edge Cloud. IEEE Trans. Emerg. Top. Comput. Rongkai Liu, Yuting Wu, Kongyange Zhao, Zhi Zhou, Xiang Gao, Xiancheng Lin, Xiaoxi Zhang, Xu Chen, Gang Lu
2025	J	`jnl`	Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. IEEE Trans. Computers Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
2025	A*	`conf`	Poster: A Unified Framework for Simultaneous Video Analytics and Streaming on UAVs. MobiCom Jinhao Chen, Zhi Zhou, Rouyi Wang, Xu Chen
2025	J	`jnl`	Quality-of-Service Aware LLM Routing for Edge Computing With Multiple Experts. IEEE Trans. Mob. Comput. Jin Yang, Qiong Wu, Zhiying Feng, Zhi Zhou, Deke Guo, Xu Chen
2025	J	`jnl`	Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts. CoRR Jin Yang, Qiong Wu, Zhiying Feng, Zhi Zhou, Deke Guo, Xu Chen
2025	A*	`conf`	Towards Federated Inference: An Online Model Ensemble Framework for Cooperative Edge AI. INFOCOM Zhi Zhou, Jiajie Xie, Mengke Huang, Tao Ouyang, Fangming Liu, Xu Chen
2024	A	`conf`	Bridging the Data Gap in Federated Preference Learning with AIGC. ICDCS Chenyu Wang, Zhi Zhou, Xiaoxi Zhang, Xu Chen
2024	A*	`conf`	COUPLE: Orchestrating Video Analytics on Heterogeneous Mobile Processors. ICDE Hao Bao, Zhi Zhou, Fei Xu, Xu Chen
2024	B	`conf`	Can You Do Both? Balancing Order Serving and Crowdsensing for Ride-Hailing Vehicles. IWQoS Bo Rao, Xiaoxi Zhang, Tianxiang Zhu, Yufei You, Yihong Li, Jingpu Duan, Zhi Zhou, Xu Chen
2024	J	`jnl`	Computing Power Networking Meets Blockchain: A Reputation-Enhanced Trading Framework for Decentralized IoT Cloud Services. IEEE Internet Things J. Li Lin, Jiapeng Wu, Zhi Zhou, Jin Zhao, Peng Li, Jinbo Xiong
2024	J	`jnl`	Cost-Aware Dispersed Resource Probing and Offloading at the Edge: A User-Centric Online Layered Learning Approach. IEEE Trans. Serv. Comput. Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou
2024	J	`jnl`	DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2024	J	`jnl`	Dynamic Task Offloading for Multi-UAVs in Vehicular Edge Computing With Delay Guarantees: A Consensus ADMM-Based Optimization. IEEE Trans. Mob. Comput. Rui Huang, Wushao Wen, Zhi Zhou, Chongwu Dong, Cheng Qiao, Zhihong Tian, Xu Chen
2024	B	`conf`	HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. IWQoS Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
2024	J	`jnl`	HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. CoRR Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
2024	B	`conf`	IMI: In-memory Multi-job Inference Acceleration for Large Language Models. ICPP Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou
2024	J	`jnl`	Joint Power Allocation and Task Offloading for Reliability-Aware Services in NOMA-Enabled MEC. IEEE Trans. Wirel. Commun. Chongwu Dong, Yirui Tian, Zhi Zhou, Wushao Wen, Xu Chen
2024	J	`jnl`	Joint Power Allocation and Task Replication for Reliability-Sensitive Services in NOMA-Enabled Vehicular Edge Computing. IEEE Trans. Veh. Technol. Rui Huang, Wushao Wen, Xu Chen, Zhi Zhou, Qiangpu Chen, Chongwu Dong
2024	J	`jnl`	Learning With Side Information: Elastic Multi-Resource Control for the Open RAN. IEEE J. Sel. Areas Commun. Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong
2024	—	`conf`	MEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction. NPC (1) Ke Luo, Shengyuan Ye, Tao Ouyang, Zhi Zhou
2024	J	`jnl`	Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. CoRR Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen
2024	J	`jnl`	Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. IEEE/ACM Trans. Netw. Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen
2024	A*	`conf`	Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference. INFOCOM Huaiguang Cai, Zhi Zhou, Qianyi Huang
2024	J	`jnl`	Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference. CoRR Huaiguang Cai, Zhi Zhou, Qianyi Huang
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
2024	J	`jnl`	Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services. IEEE/ACM Trans. Netw. Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
2024	J	`jnl`	Taming Serverless Cold Start of Cloud Model Inference With Edge Computing. IEEE Trans. Mob. Comput. Kongyange Zhao, Zhi Zhou, Lei Jiao, Shen Cai, Fei Xu, Xu Chen
2024	J	`jnl`	Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters. IEEE Trans. Serv. Comput. Fei Xu, Xiyue Shen, Shuohao Lin, Li Chen, Zhi Zhou, Fen Xiao, Fangming Liu
2023	B	`conf`	A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen
2023	B	`conf`	AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. IWQoS Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2023	J	`jnl`	Adaptive User-Managed Service Placement for Mobile Edge Computing via Contextual Multi-Armed Bandit Learning. IEEE Trans. Mob. Comput. Tao Ouyang, Xu Chen, Zhi Zhou, Rui Li, Xin Tang
2023	J	`jnl`	BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling for Resource-Constrained Edge Clusters. CoRR Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen
2023	J	`jnl`	BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters. J. Syst. Archit. Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen
2023	A	`conf`	Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen
2023	A*	`conf`	COUPLE: Accelerating Video Analytics on Heterogeneous Mobile Processors. MobiCom Hao Bao, Zhi Zhou, Jiajie Xie, Qianyi Huang, Fei Xu, Xu Chen
2023	B	`conf`	Cost-Efficient Cloud-Edge Video Analytics with Hybird IaaS and FaaS Resources. ICPADS Jing Peng, Zhi Zhou, Kongyange Zhao, Huirong Ma, Xu Chen
2023	—	`conf`	Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen
2023	B	`conf`	DAG-Aware Optimization for Geo-Distributed Data Analytics. ICPP Qingyuan Wang, Bin Gao, Zhi Zhou, Fei Xu, Chenghao Ouyang
2023	J	`jnl`	DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset. CoRR Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2023	A*	`conf`	Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location. INFOCOM Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen
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`	Fair DNN Model Selection in Edge AI via A Cooperative Game Approach. ICDCS Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen
2023	—	`conf`	Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. INFOCOM Workshops Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2023	J	`jnl`	GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers. IEEE J. Sel. Areas Commun. Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen
2023	J	`jnl`	Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks. IEEE Trans. Netw. Sci. Eng. Zhi Zhou, Dusit Niyato, Zehui Xiong, Xiaowen Gong, Walid Saad, Xiaoming Fu
2023	J	`jnl`	HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. IEEE Trans. Parallel Distributed Syst. Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
2023	J	`jnl`	HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association. CoRR Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
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 Control of Service Function Chainings Across Geo-Distributed Datacenters. IEEE Trans. Mob. Comput. Song Yang, Fan Li, Zhi Zhou, Xu Chen, Yu Wang, Xiaoming Fu
2023	B	`conf`	Online Scheduling of CPU-NPU Co-inference for Edge AI Tasks. WCNC Xiancheng Lin, Rongkai Liu, Jiajie Xie, Qian Wei, Zhi Zhou, Xu Chen, Zhilan Huang, Gang Lu
2023	J	`jnl`	Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. CoRR Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
2023	B	`conf`	QoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics. SECON Kongyange Zhao, Zhi Zhou, Tao Ouyang, Mingliao Zhao, Hao Wang, Xu Chen
2023	—	`conf`	RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge. MSN Tianyu Zeng, Xiaoxi Zhang, Daipeng Feng, Jingpu Duan, Zhi Zhou, Xu Chen
2023	J	`jnl`	Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing. IEEE Internet Things J. Huirong Ma, Rui Li, Xiaoxi Zhang, Zhi Zhou, Xu Chen
2023	J	`jnl`	Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services. CoRR Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
2023	J	`jnl`	Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. IEEE Internet Things J. Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen
2023	J	`jnl`	Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. CoRR Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen
2023	J	`jnl`	When MetaVerse Meets Computing Power Networking: An Energy-Efficient Framework For Service Placement. IEEE Wirel. Commun. Li Lin, Yuhang Chen, Zhi Zhou, Peng Li, Jinbo Xiong
2023	J	`jnl`	iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. IEEE Trans. Parallel Distributed Syst. Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
2023	B	`conf`	spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. IWQoS Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu
2022	J	`jnl`	An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing. IEEE Trans. Mob. Comput. Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu, Bo Li
2022	J	`jnl`	Cost-Efficient Continuous Edge Learning for Artificial Intelligence of Things. IEEE Internet Things J. Lin Jia, Zhi Zhou, Fei Xu, Hai Jin
2022	C	`conf`	DRL-Based Energy-Efficient Trajectory Planning, Computation Offloading, and Charging Scheduling in UAV-MEC Network. ICCC Qian Wei, Zhi Zhou, Xu Chen
2022	—	`conf`	Edge Resource Autoscaling for Hierarchical Federated Learning Over Public Edge Platforms. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Mingliao Zhao, Kongyange Zhao, Zhi Zhou, Xu Chen
2022	J	`jnl`	Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping. IEEE Internet Things J. Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu
2022	C	`conf`	FedBranch: Heterogeneous Federated Learning via Multi-Branch Neural Network. ICCC Jialuo Cui, Qiong Wu, Zhi Zhou, Xu Chen
2022	J	`jnl`	FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring. IEEE Trans. Mob. Comput. Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang
2022	A*	`conf`	Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen
2022	J	`jnl`	GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers. CoRR Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen
2022	J	`jnl`	Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction. IEEE Trans. Mob. Comput. Kaiwen He, Xu Chen, Qiong Wu, Shuai Yu, Zhi Zhou
2022	J	`jnl`	GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems. IEEE Trans. Veh. Technol. Huirong Ma, Peng Huang, Zhi Zhou, Xiaoxi Zhang, Xu Chen
2022	J	`jnl`	Identification of potential in diffusion equations from terminal observation: analysis and discrete approximation. CoRR Zhengqi Zhang, Zhidong Zhang, Zhi Zhou
2022	J	`jnl`	Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management. IEEE Trans. Parallel Distributed Syst. Rui Li, Zhi Zhou, Xiaoxi Zhang, Xu Chen
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	J	`jnl`	Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach. IEEE Trans. Cloud Comput. Rui Li, Zhi Zhou, Xu Chen, Qing Ling
2022	J	`jnl`	Stability and numerical analysis of backward problem for subdiffusion with time-dependent coefficients. CoRR Zhengqi Zhang, Zhi Zhou
2022	J	`jnl`	iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. CoRR Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
2022	J	`jnl`	λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures. IEEE Trans. Computers Fei Xu, Yiling Qin, Li Chen, Zhi Zhou, Fangming Liu
2021	J	`jnl`	Age of Processing: Age-Driven Status Sampling and Processing Offloading for Edge-Computing-Enabled Real-Time IoT Applications. IEEE Internet Things J. Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen
2021	J	`jnl`	Backward diffusion-wave problem: stability, regularization and approximation. CoRR Zhengqi Zhang, Zhi Zhou
2021	J	`jnl`	Battery asset management with cycle life prognosis. Reliab. Eng. Syst. Saf. Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang
2021	J	`jnl`	Boosting Edge Intelligence With Collaborative Cross-Edge Analytics. IEEE Internet Things J. Hai Jin, Lin Jia, Zhi Zhou
2021	J	`jnl`	CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
2021	C	`conf`	ColaSLAM: Real-Time Multi-Robot Collaborative Laser SLAM via Edge Computing. ICCC Peng Huang, Liekang Zeng, Ke Luo, Jinhong Guo, Zhi Zhou, Xu Chen
2021	J	`jnl`	Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. IEEE/ACM Trans. Netw. Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang
2021	—	`conf`	Deep Reinforcement Learning for Intelligent Cloud Resource Management. INFOCOM Workshops Zhi Zhou, Ke Luo, Xu Chen
2021	J	`jnl`	Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. CoRR Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang
2021	J	`jnl`	Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping. CoRR Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu
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	—	`conf`	Flying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC. ICA3PP (1) Qian Wei, Tao Ouyang, Zhi Zhou, Xu Chen
2021	J	`jnl`	Fog-Enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. IEEE Trans. Veh. Technol. Siqi Luo, Xu Chen, Zhi Zhou, Shuai Yu
2021	J	`jnl`	Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters. CCF Trans. High Perform. Comput. Qiang Qi, Fei Xu, Li Chen, Zhi Zhou
2021	J	`jnl`	When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network. IEEE Internet Things J. Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu
2020	J	`jnl`	A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters. IEEE Trans. Parallel Distributed Syst. Zhi Zhou, Fangming Liu, Shutong Chen, Zongpeng Li
2020	J	`jnl`	Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications. CoRR Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen
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	C	`conf`	AoI-driven Fresh Situation Awareness by UAV Swarm: Collaborative DRL-based Energy-Efficient Trajectory Control and Data Processing. ICCC Wen Fan, Ke Luo, Shuai Yu, Zhi Zhou, Xu Chen
2020	J	`jnl`	Battery Asset Management with Cycle Life Prognosis. CoRR Xinyang Liu, Pingfeng Wang, Esra Büyüktahtakin Toy, Zhi Zhou
2020	J	`jnl`	CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications. IEEE Internet Things J. Zhi Zhou, Shuai Yu, Wuhui Chen, Xu Chen
2020	J	`jnl`	CEFL: Online Admission Control, Data Scheduling, and Accuracy Tuning for Cost-Efficient Federated Learning Across Edge Nodes. IEEE Internet Things J. Zhi Zhou, Song Yang, Lingjun Pu, Shuai Yu
2020	J	`jnl`	CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
2020	J	`jnl`	Data-Driven Stochastic Optimization for Power Grids Scheduling under High Wind Penetration. CoRR Yuan Yi, Wei Xie, Zhi Zhou, Keqi Wang
2020	J	`jnl`	DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network. CoRR Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen
2020	J	`jnl`	DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network. IEEE J. Sel. Areas Commun. Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen
2020	J	`jnl`	Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. IEEE Trans. Wirel. Commun. En Li, Liekang Zeng, Zhi Zhou, Xu Chen
2020	—	`book`	Edge Intelligence in the Making: Optimization, Deep Learning, and Applications Edge Intelligence in the Making Sen Lin, Zhi Zhou, Zhaofeng Zhang, Xu Chen, Junshan Zhang
2020	—	`conf`	FPGA-Based Neural Network Acceleration for Handwritten Digit Recognition. IoTaaS Guobin Shen, Jindong Li, Zhi Zhou, Xiang Chen
2020	J	`jnl`	FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring. CoRR Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang
2020	J	`jnl`	HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. CoRR Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu
2020	J	`jnl`	HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu
2020	J	`jnl`	HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing. IEEE Open J. Commun. Soc. Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling
2020	J	`jnl`	HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing. CoRR Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling
2020	J	`jnl`	Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing. IEEE Trans. Wirel. Commun. Siqi Luo, Xu Chen, Zhi Zhou, Xiang Chen, Weigang Wu
2020	J	`jnl`	Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. CoRR Huirong Ma, Zhi Zhou, Xu Chen
2020	J	`jnl`	Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. IEEE Trans. Wirel. Commun. Huirong Ma, Zhi Zhou, Xu Chen
2020	J	`jnl`	Mobile App Usage Patterns Aware Smart Data Pricing. IEEE J. Sel. Areas Commun. Jieli Yin, Yali Fan, Tong Xia, Yong Li, Xiang Chen, Zhi Zhou, Xu Chen
2020	J	`jnl`	Numerical Analysis of Backward Subdiffusion Problems. CoRR Zhengqi Zhang, Zhi Zhou
2020	J	`jnl`	Parallel-in-time high-order BDF schemes for diffusion and subdiffusion equations. CoRR Shuonan Wu, Zhi Zhou
2020	J	`jnl`	User review helpfulness assessment based on sentiment analysis. Electron. Libr. Ziming Zeng, Zhi Zhou, Xiangming Mu
2020	J	`jnl`	When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network. CoRR Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu
2019	J	`jnl`	A new Approach for the Modulus-Based Matrix Splitting Algorithms. IEEE Access Wenpeng Wang, Zhi Zhou, S. A. Edalatpanah, Seyyed Esmaeil Najafi
2019	A*	`conf`	Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach. INFOCOM Tao Ouyang, Rui Li, Xu Chen, Zhi Zhou, Xin Tang
2019	J	`jnl`	Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things. IEEE Netw. Liekang Zeng, En Li, Zhi Zhou, Xu Chen
2019	A	`conf`	Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning. RTSS Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou
2019	J	`jnl`	Cost-Effective Cloud Server Provisioning for Predictable Performance of Big Data Analytics. IEEE Trans. Parallel Distributed Syst. Fei Xu, Haoyue Zheng, Huan Jiang, Wujie Shao, Haikun Liu, Zhi Zhou
2019	B	`conf`	Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. ICPP Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu
2019	—	`conf`	Deep reinforcement learning-driven intelligent panoramic video bitrate adaptation. ACM TUR-C Gongwei Xiao, Xu Chen, Muhong Wu, Zhi Zhou
2019	J	`jnl`	DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming. IEEE Trans. Cogn. Commun. Netw. Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen
2019	J	`jnl`	ERP: Edge Resource Pooling for Data Stream Mobile Computing. IEEE Internet Things J. Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen
2019	J	`jnl`	Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. CoRR En Li, Liekang Zeng, Zhi Zhou, Xu Chen
2019	J	`jnl`	Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing. Proc. IEEE Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang
2019	J	`jnl`	Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing. CoRR Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang
2019	A	`conf`	F3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. ICDCS Siqi Luo, Xu Chen, Zhi Zhou
2019	B	`conf`	Graph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction. GLOBECOM Kaiwen He, Yufen Huang, Xu Chen, Zhi Zhou, Shuai Yu
2019	B	`conf`	GreenEdge: Greening Edge Datacenters with Energy-Harvesting IoT Devices. ICNP Zhi Zhou
2019	J	`jnl`	Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration. IEEE Internet Things J. Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen
2019	J	`jnl`	New Design of PI Regulator Circuit Based on Three-Terminal Memristors. IEEE Access Zhenglong Xia, Zhi Zhou, Josep M. Guerrero, Qiang Zhao
2019	J	`jnl`	OFBG-Based Smart Double-Skin Tubular Confined-Concrete Column with Basalt FRP-Steel Composite. Sensors Yung William Sasy Chan, Zhi Zhou, Wanqiu Liu, Jinping Ou
2019	C	`conf`	On-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training. ProvSec Zhi Zhou, Xu Chen
2019	J	`jnl`	Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing. IEEE J. Sel. Areas Commun. Zhi Zhou, Qiong Wu, Xu Chen
2019	B	`conf`	Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges. MobiHoc Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang
2019	C	`conf`	Predictive Service Placement in Mobile Edge Computing. ICCC Huirong Ma, Zhi Zhou, Xu Chen
2019	—	`conf`	Varied Priority-Based Data Forwarding via NDN in VANET. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Siyang Wang, Weigang Wu, Zhi Zhou
2019	A*	`conf`	Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing. INFOCOM Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu
2018	B	`conf`	A D2D offloading approach to efficient mobile edge resource pooling. WiOpt Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen
2018	—	`conf`	Automatic 3D Neuron Tracing Based on Terminations Detection. BIBM Chao Wang, Weixun Chen, Min Liu, Zhi Zhou
2018	J	`jnl`	CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting. ACM Trans. Model. Perform. Evaluation Comput. Syst. Shutong Chen, Zhi Zhou, Fangming Liu, Zongpeng Li, Shaolei Ren
2018	B	`conf`	Dewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing. ICPADS Siqi Luo, Zhi Zhou, Xiang Chen, Weigang Wu
2018	—	`conf`	Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. MECOMM@SIGCOMM En Li, Zhi Zhou, Xu Chen
2018	J	`jnl`	Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. CoRR En Li, Zhi Zhou, Xu Chen
2018	J	`jnl`	Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. CoRR Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu
2018	J	`jnl`	Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. IEEE Trans. Veh. Technol. Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu
2018	B	`conf`	Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IWQoS Tao Ouyang, Zhi Zhou, Xu Chen
2018	J	`jnl`	Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. CoRR Tao Ouyang, Zhi Zhou, Xu Chen
2018	J	`jnl`	Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IEEE J. Sel. Areas Commun. Tao Ouyang, Zhi Zhou, Xu Chen
2018	—	`conf`	Optimizing the Performance-Cost Tradeoff in Cross-Edge Analytics. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Lin Jia, Zhi Zhou, Hai Jin
2018	Misc	`conf`	Simulation-based stochastic Programming to Guide Real-Time Scheduling for Smart Power Grids under Cyber Attacks. WSC Yuan Yi, Wei Xie, Zhi Zhou
2018	J	`jnl`	Socially-Motivated Cooperative Mobile Edge Computing. IEEE Netw. Xu Chen, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang
2018	B	`conf`	User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach. GLOBECOM Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen
2018	A	`conf`	eBrowser: Making Human-Mobile Web Interactions Energy Efficient with Event Rate Learning. ICDCS Fei Xu, Shuai Yang, Zhi Zhou, Jia Rao
2017	—	`conf`	Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA. ICIT Ye Wang, Yuanjiang Huang, Wu Zheng, Zhi Zhou, Debin Liu, Mi Lu
2017	J	`jnl`	Ensemble Neuron Tracer for 3D Neuron Reconstruction. Neuroinformatics Ching-Wei Wang, Yu-Ching Lee, Hilmil Pradana, Zhi Zhou, Hanchuan Peng
2017	J	`jnl`	Predictive Resilience Analysis of Complex Systems Using Dynamic Bayesian Networks. IEEE Trans. Reliab. Nita Yodo, Pingfeng Wang, Zhi Zhou
2016	J	`jnl`	A Coupled Memcapacitor Emulator-Based Relaxation Oscillator. IEEE Trans. Circuits Syst. II Express Briefs Dongsheng Yu, Zhi Zhou, Herbert Ho-Ching Iu, Tyrone Fernando, Yihua Hu
2016	C	`conf`	A coupled memcapacitor emulator based relaxation oscillator. ISCAS Dongsheng Yu, Zhi Zhou, Herbert H. C. Iu, Tyrone Fernando
2016	J	`jnl`	Bilateral Electricity Trade Between Smart Grids and Green Datacenters: Pricing Models and Performance Evaluation. IEEE J. Sel. Areas Commun. Zhi Zhou, Fangming Liu, Zongpeng Li
2016	J	`jnl`	Carbon-Aware Online Control of Geo-Distributed Cloud Services. IEEE Trans. Parallel Distributed Syst. Zhi Zhou, Fangming Liu, Ruolan Zou, Jiangchuan Liu, Hong Xu, Hai Jin
2016	B	`conf`	On-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding. GLOBECOM Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu
2016	J	`jnl`	Performance Analysis and Comparison of Surface and Interior Bearingless Permanent Magnet Synchronous Motors. J. Low Power Electron. Xiaodong Sun, Shuai Luo, Zhi Zhou, Long Chen, Zebin Yang
2016	—	`conf`	Research on The underwater vehicle radiated noise model and the linear spectrum extraction method. URAI Zhi Zhou, Yong-sheng Zhu
2016	J	`jnl`	TReMAP: Automatic 3D Neuron Reconstruction Based on Tracing, Reverse Mapping and Assembling of 2D Projections. Neuroinformatics Zhi Zhou, Xiaoxiao Liu, Brian Long, Hanchuan Peng
2015	J	`jnl`	Adaptive Image Enhancement for Tracing 3D Morphologies of Neurons and Brain Vasculatures. Neuroinformatics Zhi Zhou, Staci A. Sorensen, Hongkui Zeng, Michael Hawrylycz, Hanchuan Peng