Xiaoxi Zhang

According to our database, Xiaoxi Zhang authored at least 70 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Offline-Transfer-Online Framework for Cloud-Edge Collaborative Distributed Reinforcement Learning.

Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chao Yu, Chuan Wu, Xu Chen

IEEE Trans. Parallel Distributed Syst., May, 2024

FedDD: Toward Communication-Efficient Federated Learning With Differential Parameter Dropout.

Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang

IEEE Trans. Mob. Comput., May, 2024

Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services.

Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou

IEEE/ACM Trans. Netw., February, 2024

A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones.

Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen

IEEE/ACM Trans. Netw., February, 2024

Learning With Side Information: Elastic Multi-Resource Control for the Open RAN.

Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong

IEEE J. Sel. Areas Commun., February, 2024

2023

Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm.

Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen

IEEE Trans. Parallel Distributed Syst., December, 2023

EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale.

Kongyange Zhao, Zhi Zhou, Xu Chen, Ruiting Zhou, Xiaoxi Zhang, Shuai Yu, Di Wu

IEEE Trans. Mob. Comput., October, 2023

Deep-learning-based inverse structural design of a battery-pack system.

Xiaoxi Zhang, Yue Xiong, Yongjun Pan, Dongxin Xu, Ibna Kawsar, Binghe Liu, Liang Hou

Reliab. Eng. Syst. Saf., October, 2023

Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets.

Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen

IEEE Internet Things J., September, 2023

Optimal Network Protocol Selection for Competing Flows via Online Learning.

Xiaoxi Zhang, Siqi Chen, Yunfan Zhang, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong

IEEE Trans. Mob. Comput., August, 2023

Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing.

Huirong Ma, Rui Li, Xiaoxi Zhang, Zhi Zhou, Xu Chen

IEEE Internet Things J., July, 2023

HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.

Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang

IEEE Trans. Parallel Distributed Syst., May, 2023

MoDEMS: Optimizing Edge Computing Migrations for User Mobility.

Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong

IEEE J. Sel. Areas Commun., March, 2023

Computational drug repurposing by exploiting large-scale gene expression data: Strategy, methods and applications.

Hao He, Hongrui Duo, Youjin Hao, Xiaoxi Zhang, Xinyi Zhou, Yujie Zeng, Yinghong Li, Bo Li

Comput. Biol. Medicine, March, 2023

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset.

Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen

CoRR, 2023

FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout.

Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang

CoRR, 2023

Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets.

Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen

CoRR, 2023

Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm.

Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen

CoRR, 2023

EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning.

Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning.

Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning.

Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location.

Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen

Proceedings of the IEEE INFOCOM 2023, 2023

Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency.

Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen

Proceedings of the IEEE INFOCOM 2023, 2023

TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning.

Yihong Li, Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chuan Wu

Proceedings of the IEEE INFOCOM 2023, 2023

Computation-Effective Personalized Federated Learning: A Meta Learning Approach.

Ziwei Zhan, Xiaoxi Zhang

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Fair DNN Model Selection in Edge AI via A Cooperative Game Approach.

Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Emulating High-performance Networks with CNNet.

Yang Peng, Yupeng Xiao, Jingpu Duan, Xiaoxi Zhang, Weichao Li

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

An Online Control Approach of Collaborative Federated Learning with Constrained Resources.

Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022

DOLL: Distributed OnLine Learning Using Preemptible Cloud Instances.

Harry Jiang, Xiaoxi Zhang, Carlee Joe-Wong

SIGMETRICS Perform. Evaluation Rev., August, 2022

GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems.

Huirong Ma, Peng Huang, Zhi Zhou, Xiaoxi Zhang, Xu Chen

IEEE Trans. Veh. Technol., 2022

Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management.

Rui Li, Zhi Zhou, Xiaoxi Zhang, Xu Chen

IEEE Trans. Parallel Distributed Syst., 2022

Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs.

Xiaoxi Zhang, Jianyu Wang, Li-Feng Lee, Tom Yang, Akansha Kalra, Gauri Joshi, Carlee Joe-Wong

IEEE/ACM Trans. Netw., 2022

AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights.

Lei Tan, Xiaoxi Zhang, Yipeng Zhou, Xinkai Che, Miao Hu, Xu Chen, Di Wu

IEEE Trans. Netw. Sci. Eng., 2022

Traffic volume prediction for scenic spots based on multi-source and heterogeneous data.

Yuan Gao, Yao-Yi Chiang, Xiaoxi Zhang, Min Zhang

Trans. GIS, 2022

Community Detection using Closeness Similarity based on Common Neighbor Node Clustering Entropy.

Wanchang Jiang, Xiaoxi Zhang, Weihua Zhu

KSII Trans. Internet Inf. Syst., 2022

GeoSDVA: A Semi-Supervised Dirichlet Variational Autoencoder Model for Transportation Mode Identification.

Xiaoxi Zhang, Yuan Gao, Xin Wang, Jun Feng, Yan Shi

ISPRS Int. J. Geo Inf., 2022

Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing.

Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Dynamic Community Detection Algorithm based on Allocating and Splitting.

Wanchang Jiang, Xiaoxi Zhang

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones.

Haowei Chen, Liekang Zeng, Xiaoxi Zhang, Xu Chen

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Dynamic VM Scaling: Provisioning and Pricing through an Online Auction.

Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

IEEE Trans. Cloud Comput., 2021

Performance Improvement of Spaceborne Carbon Dioxide Detection IPDA LIDAR Using Linearty Optimized Amplifier of Photo-Detector.

Yadan Zhu, Juxin Yang, Xiaoxi Zhang, Jiqiao Liu, Xiaopeng Zhu, Huaguo Zang, Tengteng Xia, Chuncan Fan, Xiao Chen, Yanguang Sun, Xia Hou, Weibiao Chen

Remote. Sens., 2021

Research on Intelligent Target Recognition Integrated With Knowledge.

Feng Zhang, Huibing Fan, Keju Wang, Yongjin Zhao, Xiaoxi Zhang, Yang Ma

IEEE Access, 2021

How Valuable Is Your Data? Optimizing Device Recruitment in Federated Learning.

Yichen Ruan, Xiaoxi Zhang, Carlee Joe-Wong

Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

MoDEMS: Optimizing Edge Computing Migrations For User Mobility.

Taejin Kim, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Mapping World Scientific Collaboration on the Research of COVID-19: Authors, Journals, Institutions, and Countries.

Rongying Zhao, Zhuozhu Liu, Xiaoxi Zhang, Junling Wang, Zhaoyang Zhang

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Towards Flexible Device Participation in Federated Learning.

Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

A Truthful $(1-\epsilon)$(1-ε)-Optimal Mechanism for On-Demand Cloud Resource Provisioning.

Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

IEEE Trans. Cloud Comput., 2020

PGG.Han: the Han Chinese genome database and analysis platform.

Yang Gao, Chao Zhang, Liyun Yuan, Yunchao Ling, Xiaoji Wang, Chang Liu, Yuwen Pan, Xiaoxi Zhang, Xixian Ma, Yuchen Wang, Yan Lu, Kai Yuan, Wei Ye, Jiaqiang Qian, Huidan Chang, Ruifang Cao, Xiao Yang, Ling Ma, Yuanhu Ju, Long Dai, Yuanyuan Tang, Guoqing Zhang, Shuhua Xu

Nucleic Acids Res., 2020

Towards Flexible Device Participation in Federated Learning for Non-IID Data.

Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong

CoRR, 2020

Personalized tourism route recommendation based on user's active interests^*.

Zhizhou Duan, Yuan Gao, Jun Feng, Xiaoxi Zhang, Jie Wang

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Machine Learning on Volatile Instances.

Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

A generative simulation platform for multi-agent systems with incentives.

Zhengwei Wu, Xiaoxi Zhang, Susu Xu, Xinlei Chen, Pei Zhang, Hae Young Noh, Carlee Joe-Wong

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Underwater Manipulation Training Simulation System for Manned DeepSubmarine Vehicle.

Xiaoxi Zhang, Yong Yin, Feifei Wan

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

Real-Time Simulation of Deep-Sea Hydrothermal Fluid.

Feifei Wan, Yong Yin, Xiaoxi Zhang

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

CASTLE over the Air - Distributed Scheduling for Cellular Data Transmissions.

Sandesh Dhawaskar Sathyanarayana, Jihoon Lee, Jinsung Lee, Youngbin Im, Parisa Rahimzadeh, Xiaoxi Zhang, Max Hollingsworth, Carlee Joe-Wong, Dirk Grunwald, Sangtae Ha

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Towards Automated Network Management: Learning the Optimal Protocol Selection.

Xiaoxi Zhang, Siqi Chen, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

2018

Observe Before Play: Multi-armed Bandit with Pre-Observations.

Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong

SIGMETRICS Perform. Evaluation Rev., 2018

Occupation-Oblivious Pricing of Cloud Jobs via Online Learning.

Xiaoxi Zhang, Chuan Wu, Zhiyi Huang, Zongpeng Li

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Design of Training Platform for Manned Submersible Vehicle Based on Virtual Reality Technology.

Xiaoxi Zhang, Yong Yin

Proceedings of the 31st International Conference on Computer Animation and Social Agents, 2018

2017

Dynamic cloud resource provisioning and pricing.

Xiaoxi Zhang

PhD thesis, 2017

Online Auctions in IaaS Clouds: Welfare and Profit Maximization With Server Costs.

Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

IEEE/ACM Trans. Netw., 2017

Online Stochastic Buy-Sell Mechanism for VNF Chains in the NFV Market.

Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

IEEE J. Sel. Areas Commun., 2017

A Path Planning Algorithm Based on Fluid Simulation.

Wei You, Yong Yin, Xiaobin Qian, Xiaoxi Zhang

Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

Proactive VNF provisioning with multi-timescale cloud resources: Fusing online learning and online optimization.

Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2015

Online cost minimization for operating geo-distributed cloud CDNs.

Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

A truthful (1-ε)-optimal mechanism for on-demand cloud resource provisioning.

Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2013

Min-cost wireless multihop networks in Euclidean space.

Zijun Zhang, Zhenkun Jin, Xiaoxi Zhang

Proceedings of the International Symposium on Network Coding, 2013

On Space Information Flow: Single multicast.

Jiaqing Huang, Xunrui Yin, Xiaoxi Zhang, Xu Du, Zongpeng Li

Proceedings of the International Symposium on Network Coding, 2013

Cost Advantage of Network Coding in Space for Irregular (5 + 1) Model.

Ting Wen, Xiaoxi Zhang, Xin Huang, Jiaqing Huang

Proceedings of the IEEE 11th International Conference on Dependable, 2013

1999

Performance of Lossy Compression Algorithms from Statistical and Perceptual metrics.

Shuyu Yang, Xiaoxi Zhang, Sunanda Mitra

Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999