Xiaoxi Zhang

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 85

Top Topics

Profit Maximization

Top Venues

IEEE/ACM Trans. Netw.

IEEE Trans. Mob. Comput.

Publications

Boyuan Tan, Hongxing Qin, Xiaoxi Zhang, Yiqun Wang, Tao Xiang, Baoquan Chen
Using Multi-Level Consistency Learning for Partial-to-Partial Point Cloud Registration. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Xiaoxi Zhang, Haoran Xu, Longhao Zou, Jingpu Duan, Chuan Wu, Yali Xue, Zuozhou Chen, Xu Chen
Rosevin: Employing Resource- and Rate-Adaptive Edge Super-Resolution for Video Streaming. INFOCOM (2024)
Xiaoxi Zhang, Yang Chen, Modar Hassan, Kenji Suzuki
Peer-to-Peer Ultra-Wideband Localization for Hands-Free Control of a Human-Guided Smart Stroller. Sensors 24 (15) (2024)
Songjun Huang, Yihong Li, Liangkun Chen, Xiaoxi Zhang, Shuo Liu, Jingpu Duan, Wenfei Wu, Xu Chen
Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference. ICPP Workshops (2024)
Xiaoxi Zhang, Yongjun Xu, Haibo Zhang, Gongpu Wang, Xingwang Li, Chau Yuen
Full-Duplex-Enhanced Wireless-Powered Backscatter Communication Networks: Radio Resource Allocation and Beamforming Joint Optimization. IEEE Trans. Green Commun. Netw. 8 (2) (2024)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. 23 (7) (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)
Jianqiang Zhong, Yihong Li, Shuo Liu, Jingpu Duan, Xiaoxi Zhang, Xu Chen
POSTER: In-network Model Inference for Distributed Systems via Programmable Switches. SIGCOMM (Posters and Demos) (2024)
Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. IEEE/ACM Trans. Netw. 32 (1) (2024)
Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chao Yu, Chuan Wu, Xu Chen
An Offline-Transfer-Online Framework for Cloud-Edge Collaborative Distributed Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 35 (5) (2024)
Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services. IEEE/ACM Trans. Netw. 32 (1) (2024)
Yuanming Wang, Kongyange Zhao, Xiaoxi Zhang, Xu Chen
Towards Space Intelligence: Adaptive Scheduling of Satellite-Ground Collaborative Model Inference with Space Edge Computing. INFOCOM (Workshops) (2024)
Taejin Kim, Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong
Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits. INFOCOM (2024)
Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN. IEEE J. Sel. Areas Commun. 42 (2) (2024)
Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang
FedDD: Toward Communication-Efficient Federated Learning With Differential Parameter Dropout. IEEE Trans. Mob. Comput. 23 (5) (2024)
Xiaoxi Zhang, Yongjun Pan, Junxiao Zhou, Zhixiong Li, Tianjun Liao, Jie Li
Forward and reverse design of adhesive in batteries via dynamics and machine learning algorithms for enhanced mechanical safety. Reliab. Eng. Syst. Saf. 247 (2024)
Huirong Ma, Rui Li, Xiaoxi Zhang, Zhi Zhou, Xu Chen
Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing. IEEE Internet Things J. 10 (13) (2023)
Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen
EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning. SECON (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. INFOCOM Workshops (2023)
Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services. CoRR (2023)
Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm. IEEE Trans. Parallel Distributed Syst. 34 (12) (2023)
Xiaoxi Zhang, Siqi Chen, Yunfan Zhang, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong
Optimal Network Protocol Selection for Competing Flows via Online Learning. IEEE Trans. Mob. Comput. 22 (8) (2023)
Tianyu Zeng, Xiaoxi Zhang, Daipeng Feng, Jingpu Duan, Zhi Zhou, Xu Chen
RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge. MSN (2023)
Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang
FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout. CoRR (2023)
Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association. CoRR (2023)
Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. CoRR (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset. CoRR (2023)
Xiaoxi Zhang, Yue Xiong, Yongjun Pan, Dongxin Xu, Ibna Kawsar, Binghe Liu, Liang Hou
Deep-learning-based inverse structural design of a battery-pack system. Reliab. Eng. Syst. Saf. 238 (2023)
Harry Jiang, Xiaoxi Zhang, Carlee Joe-Wong
DOLL: Distributed OnLine Learning Using Preemptible Cloud Instances. WiOpt (2023)
Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen
Fair DNN Model Selection in Edge AI via A Cooperative Game Approach. ICDCS (2023)
Ziwei Zhan, Xiaoxi Zhang
Computation-Effective Personalized Federated Learning: A Meta Learning Approach. ICDCS (2023)
Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen
Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location. INFOCOM (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. IWQoS (2023)
Yihong Li, Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chuan Wu
TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning. INFOCOM (2023)
Yang Peng, Yupeng Xiao, Jingpu Duan, Xiaoxi Zhang, Weichao Li
Emulating High-performance Networks with CNNet. ICDCS Workshops (2023)
Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen
An Online Control Approach of Collaborative Federated Learning with Constrained Resources. APNet (2023)
Hao He, Hongrui Duo, Youjin Hao, Xiaoxi Zhang, Xinyi Zhou, Yujie Zeng, Yinghong Li, Bo Li
Computational drug repurposing by exploiting large-scale gene expression data: Strategy, methods and applications. Comput. Biol. Medicine 155 (2023)
Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. CoRR (2023)
Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen
Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. IEEE Internet Things J. 10 (18) (2023)
Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong
MoDEMS: Optimizing Edge Computing Migrations for User Mobility. IEEE J. Sel. Areas Commun. 41 (3) (2023)
Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen
A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS (2023)
Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm. CoRR (2023)
Kongyange Zhao, Zhi Zhou, Xu Chen, Ruiting Zhou, Xiaoxi Zhang, Shuai Yu, Di Wu
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale. IEEE Trans. Mob. Comput. 22 (10) (2023)
Xiaoxi Zhang, Yuan Gao, Xin Wang, Jun Feng, Yan Shi
GeoSDVA: A Semi-Supervised Dirichlet Variational Autoencoder Model for Transportation Mode Identification. ISPRS Int. J. Geo Inf. 11 (5) (2022)
Wanchang Jiang, Xiaoxi Zhang, Weihua Zhu
Community Detection using Closeness Similarity based on Common Neighbor Node Clustering Entropy. KSII Trans. Internet Inf. Syst. 16 (8) (2022)
Yuan Gao, Yao-Yi Chiang, Xiaoxi Zhang, Min Zhang
Traffic volume prediction for scenic spots based on multi-source and heterogeneous data. Trans. GIS 26 (6) (2022)
Rui Li, Zhi Zhou, Xiaoxi Zhang, Xu Chen
Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Lei Tan, Xiaoxi Zhang, Yipeng Zhou, Xinkai Che, Miao Hu, Xu Chen, Di Wu
AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Xiaoxi Zhang, Jianyu Wang, Li-Feng Lee, Tom Yang, Akansha Kalra, Gauri Joshi, Carlee Joe-Wong
Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs. IEEE/ACM Trans. Netw. 30 (1) (2022)
Wanchang Jiang, Xiaoxi Zhang
Dynamic Community Detection Algorithm based on Allocating and Splitting. ICTAI (2022)
Huirong Ma, Peng Huang, Zhi Zhou, Xiaoxi Zhang, Xu Chen
GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems. IEEE Trans. Veh. Technol. 71 (4) (2022)
Harry Jiang, Xiaoxi Zhang, Carlee Joe-Wong
DOLL: Distributed OnLine Learning Using Preemptible Cloud Instances. SIGMETRICS Perform. Evaluation Rev. 50 (2) (2022)
Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong
MoDEMS: Optimizing Edge Computing Migrations for User Mobility. INFOCOM (2022)
Haowei Chen, Liekang Zeng, Xiaoxi Zhang, Xu Chen
AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones. ICDCS (2022)
Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen
Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW (2022)
Feng Zhang, Huibing Fan, Keju Wang, Yongjin Zhao, Xiaoxi Zhang, Yang Ma
Research on Intelligent Target Recognition Integrated With Knowledge. IEEE Access 9 (2021)
Taejin Kim, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong
MoDEMS: Optimizing Edge Computing Migrations For User Mobility. IWQoS (2021)
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong
Towards Flexible Device Participation in Federated Learning. AISTATS (2021)
Rongying Zhao, Zhuozhu Liu, Xiaoxi Zhang, Junling Wang, Zhaoyang Zhang
Mapping World Scientific Collaboration on the Research of COVID-19: Authors, Journals, Institutions, and Countries. HICSS (2021)
Yadan Zhu, Juxin Yang, Xiaoxi Zhang, Jiqiao Liu, Xiaopeng Zhu, Huaguo Zang, Tengteng Xia, Chuncan Fan, Xiao Chen, Yanguang Sun, Xia Hou, Weibiao Chen
Performance Improvement of Spaceborne Carbon Dioxide Detection IPDA LIDAR Using Linearty Optimized Amplifier of Photo-Detector. Remote. Sens. 13 (10) (2021)
Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Dynamic VM Scaling: Provisioning and Pricing through an Online Auction. IEEE Trans. Cloud Comput. 9 (1) (2021)
Yichen Ruan, Xiaoxi Zhang, Carlee Joe-Wong
How Valuable Is Your Data? Optimizing Device Recruitment in Federated Learning. WiOpt (2021)
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
PGG.Han: the Han Chinese genome database and analysis platform. Nucleic Acids Res. 48 (Database-Issue) (2020)
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong
Machine Learning on Volatile Instances. CoRR (2020)
Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong
Observe Before Play: Multi-Armed Bandit with Pre-Observations. AAAI (2020)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
A Truthful $(1-\epsilon)$(1-ε)-Optimal Mechanism for On-Demand Cloud Resource Provisioning. IEEE Trans. Cloud Comput. 8 (3) (2020)
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong
Towards Flexible Device Participation in Federated Learning for Non-IID Data. CoRR (2020)
Zhizhou Duan, Yuan Gao, Jun Feng, Xiaoxi Zhang, Jie Wang
. MDM (2020)
Zhengwei Wu, Xiaoxi Zhang, Susu Xu, Xinlei Chen, Pei Zhang, Hae Young Noh, Carlee Joe-Wong
A generative simulation platform for multi-agent systems with incentives. UbiComp/ISWC Adjunct (2020)
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong
Machine Learning on Volatile Instances. INFOCOM (2020)
Jihoon Lee, Jinsung Lee, Youngbin Im, Sandesh Dhawaskar Sathyanarayana, Parisa Rahimzadeh, Xiaoxi Zhang, Max Hollingsworth, Carlee Joe-Wong, Dirk Grunwald, Sangtae Ha
CASTLE over the Air: Distributed Scheduling for Cellular Data Transmissions. MobiSys (2019)
Feifei Wan, Yong Yin, Xiaoxi Zhang
Real-Time Simulation of Deep-Sea Hydrothermal Fluid. VR (2019)
Sandesh Dhawaskar Sathyanarayana, Jihoon Lee, Jinsung Lee, Youngbin Im, Parisa Rahimzadeh, Xiaoxi Zhang, Max Hollingsworth, Carlee Joe-Wong, Dirk Grunwald, Sangtae Ha
CASTLE over the Air - Distributed Scheduling for Cellular Data Transmissions. MobiSys (2019)
Xiaoxi Zhang, Yong Yin, Feifei Wan
Underwater Manipulation Training Simulation System for Manned DeepSubmarine Vehicle. VR (2019)
Xiaoxi Zhang, Siqi Chen, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong
Towards Automated Network Management: Learning the Optimal Protocol Selection. ICNP (2019)
Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong
Observe Before Play: Multi-armed Bandit with Pre-observations. CoRR (2019)
Xiaoxi Zhang, Yong Yin
Design of Training Platform for Manned Submersible Vehicle Based on Virtual Reality Technology. CASA (2018)
Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong
Observe Before Play: Multi-armed Bandit with Pre-Observations. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Xiaoxi Zhang, Chuan Wu, Zhiyi Huang, Zongpeng Li
Occupation-Oblivious Pricing of Cloud Jobs via Online Learning. INFOCOM (2018)
Wei You, Yong Yin, Xiaobin Qian, Xiaoxi Zhang
A Path Planning Algorithm Based on Fluid Simulation. ISCID (1) (2017)
Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Online Auctions in IaaS Clouds: Welfare and Profit Maximization With Server Costs. IEEE/ACM Trans. Netw. 25 (2) (2017)
Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Online Stochastic Buy-Sell Mechanism for VNF Chains in the NFV Market. IEEE J. Sel. Areas Commun. 35 (2) (2017)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Proactive VNF provisioning with multi-timescale cloud resources: Fusing online learning and online optimization. INFOCOM (2017)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
A Truthful $(1-ε)$-Optimal Mechanism for On-demand Cloud Resource Provisioning. CoRR (2016)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Online cost minimization for operating geo-distributed cloud CDNs. IWQoS (2015)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
A truthful (1-ε)-optimal mechanism for on-demand cloud resource provisioning. INFOCOM (2015)
Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Online Auctions in IaaS Clouds: Welfare and Profit Maximization with Server Costs. SIGMETRICS (2015)
Ting Wen, Xiaoxi Zhang, Xin Huang, Jiaqing Huang
Cost Advantage of Network Coding in Space for Irregular (5 + 1) Model. DASC (2013)
Zijun Zhang, Zhenkun Jin, Xiaoxi Zhang
Min-cost wireless multihop networks in Euclidean space. NetCod (2013)
Jiaqing Huang, Xunrui Yin, Xiaoxi Zhang, Xu Du, Zongpeng Li
On Space Information Flow: Single multicast. NetCod (2013)
Shuyu Yang, Xiaoxi Zhang, Sunanda Mitra
Performance of Lossy Compression Algorithms from Statistical and Perceptual metrics. CBMS (1999)