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ORCIDXiaoxi Zhang 0001
Person information
- affiliation: Sun Yat-sen University, School of Computer Science and Engineering, Guangzhou, China
- affiliation (PhD 2017): University of Hong Kong (HKU), Pokfulam, Hong Kong
Other persons with the same name
- Xiaoxi Zhang (aka: Xiao-xi Zhang, Xiao-Xi Zhang) — disambiguation page
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2020 – today
- 2025
[j26]Ke Luo
, Kongyange Zhao, Tao Ouyang, Xiaoxi Zhang, Zhi Zhou, Hao Wang, Xu Chen:
Efficient Coordination of Federated Learning and Inference Offloading at the Edge: A Proactive Optimization Paradigm. IEEE Trans. Mob. Comput. 24(1): 407-421 (2025)- 2024
- [j25]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): 295-309 (2024) - [j24]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): 5366-5384 (2024) - [j23]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): 7664-7679 (2024) - [j22]Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Dongxiao Yu, Yu Wu, Xu Chen:
Online Management for Edge-Cloud Collaborative Continuous Learning: A Two-Timescale Approach. IEEE Trans. Mob. Comput. 23(12): 14561-14574 (2024) - [j21]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): 550-565 (2024) - [j20]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): 713-728 (2024) - [j19]Yichen Ruan, Xiaoxi Zhang, Carlee Joe-Wong:
How Valuable is Your Data? Optimizing Client Recruitment in Federated Learning. IEEE/ACM Trans. Netw. 32(5): 4207-4221 (2024) - [j18]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): 720-731 (2024) - [c42]Han Liang, Ziwei Zhan, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Xu Chen:
FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients. ECAI 2024: 2090-2097 - [c41]Chenyu Wang, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Bridging the Data Gap in Federated Preference Learning with AIGC. ICDCS 2024: 105-116 - [c40]Dacheng Wen, Yupeng Li, Xiaoxi Zhang, Francis C. M. Lau:
Robust Decentralized Online Optimization Against Malicious Agents. ICDCS 2024: 117-127 - [c39]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: 104-105 - [c38]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: 1-6 - [c37]Taejin Kim, Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong:
Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits. INFOCOM 2024: 391-400 - [c36]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: 491-500 - [c35]Sisi Chen, Weijie Liu, Xiaoxi Zhang, Hong Xu, Wanyu Lin, Xu Chen:
Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift. IWQoS 2024: 1-6 - [c34]Bo Rao, Xiaoxi Zhang, Tianxiang Zhu, Yufei You, Yihong Li, Jingpu Duan, Zhi Zhou, Xu Chen:
Can You Do Both? Balancing Order Serving and Crowdsensing for Ride-Hailing Vehicles. IWQoS 2024: 1-6 - [c33]Haoran Xu, Xiaoxi Zhang, Jingpu Duan, Chuan Wu, Jinhang Zuo, Xuan Zeng, Chen Chen, Yubing Qiu, Xu Chen:
MPVSched: Multipath Transmissions and Video Frame Scheduling for Content Delivery Networks. NAS 2024: 1-4 - [c32]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: 75-77 - [i14]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 abs/2407.15320 (2024) - [i13]Han Liang, Ziwei Zhan, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Xu Chen:
FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients. CoRR abs/2411.01825 (2024) - [i12]Ziwei Zhan, Wenkuan Zhao, Yuanqing Li, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Chuan Wu, Deke Guo, Xu Chen:
FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation. CoRR abs/2411.02115 (2024) - 2023
- [j17]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): 11453-11464 (2023) - [j16]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): 16637-16649 (2023) - [j15]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): 675-689 (2023) - [j14]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): 4822-4836 (2023) - [j13]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): 5870-5886 (2023) - [j12]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): 1560-1579 (2023) - [j11]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): 3073-3089 (2023) - [c31]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: 211-212 - [c30]Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen:
Fair DNN Model Selection in Edge AI via A Cooperative Game Approach. ICDCS 2023: 383-394 - [c29]Ziwei Zhan, Xiaoxi Zhang:
Computation-Effective Personalized Federated Learning: A Meta Learning Approach. ICDCS 2023: 957-958 - [c28]Yihong Li, Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chuan Wu:
TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning. INFOCOM 2023: 1-10 - [c27]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: 1-6 - [c26]Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location. INFOCOM 2023: 1-10 - [c25]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: 1-10 - [c24]Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen:
A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS 2023: 1-10 - [c23]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: 628-635 - [c22]Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen:
EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning. SECON 2023: 411-419 - [c21]Harry H. Jiang, Xiaoxi Zhang, Carlee Joe-Wong:
DOLL: Distributed OnLine Learning Using Preemptible Cloud Instances. WiOpt 2023: 175-182 - [i11]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 abs/2301.06447 (2023) - [i10]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 abs/2302.00571 (2023) - [i9]Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. CoRR abs/2304.11374 (2023) - [i8]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 abs/2307.01684 (2023) - [i7]Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen:
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. CoRR abs/2307.09880 (2023) - [i6]Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang:
FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout. CoRR abs/2308.16835 (2023) - [i5]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 abs/2310.14906 (2023) - 2022
- [j10]Harry H. Jiang, Xiaoxi Zhang, Carlee Joe-Wong:
DOLL: Distributed OnLine Learning Using Preemptible Cloud Instances. SIGMETRICS Perform. Evaluation Rev. 50(2): 21-23 (2022) - [j9]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): 2708-2720 (2022) - [j8]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): 215-228 (2022) - [j7]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): 4581-4596 (2022) - [j6]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): 4322-4335 (2022) - [c20]Haowei Chen, Liekang Zeng, Xiaoxi Zhang, Xu Chen:
AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones. ICDCS 2022: 548-558 - [c19]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: 1159-1168 - [c18]Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW 2022: 1774-1784 - 2021
- [j5]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): 131-144 (2021) - [c17]Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong:
Towards Flexible Device Participation in Federated Learning. AISTATS 2021: 3403-3411 - [c16]Taejin Kim, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong:
MoDEMS: Optimizing Edge Computing Migrations For User Mobility. IWQoS 2021: 1-2 - [c15]Yichen Ruan, Xiaoxi Zhang, Carlee Joe-Wong:
How Valuable Is Your Data? Optimizing Device Recruitment in Federated Learning. WiOpt 2021: 97-104 - 2020
- [j4]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): 735-748 (2020) - [c14]Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong:
Observe Before Play: Multi-Armed Bandit with Pre-Observations. AAAI 2020: 7023-7030 - [c13]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: 580-587 - [c12]Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong:
Machine Learning on Volatile Instances. INFOCOM 2020: 139-148 - [i4]Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong:
Machine Learning on Volatile Instances. CoRR abs/2003.05649 (2020) - [i3]Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong:
Towards Flexible Device Participation in Federated Learning for Non-IID Data. CoRR abs/2006.06954 (2020)
2010 – 2019
- 2019
- [c11]Xiaoxi Zhang, Siqi Chen, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong:
Towards Automated Network Management: Learning the Optimal Protocol Selection. ICNP 2019: 1-4 - [c10]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: 417-429 - [c9]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: 673-674 - [i2]Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong:
Observe Before Play: Multi-armed Bandit with Pre-observations. CoRR abs/1911.09458 (2019) - 2018
- [j3]Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong:
Observe Before Play: Multi-armed Bandit with Pre-Observations. SIGMETRICS Perform. Evaluation Rev. 46(2): 89-90 (2018) - [c8]Xiaoxi Zhang, Chuan Wu, Zhiyi Huang, Zongpeng Li:
Occupation-Oblivious Pricing of Cloud Jobs via Online Learning. INFOCOM 2018: 2456-2464 - 2017
- [b1]Xiaoxi Zhang:
Dynamic cloud resource provisioning and pricing. University of Hong Kong, Pokfulam, Hong Kong, 2017 - [j2]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): 392-406 (2017) - [j1]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): 1034-1047 (2017) - [c7]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: 1-9 - 2016
- [i1]Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau:
A Truthful $(1-ε)$-Optimal Mechanism for On-demand Cloud Resource Provisioning. CoRR abs/1611.07619 (2016) - 2015
- [c6]Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau:
A truthful (1-ε)-optimal mechanism for on-demand cloud resource provisioning. INFOCOM 2015: 1053-1061 - [c5]Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau:
Online cost minimization for operating geo-distributed cloud CDNs. IWQoS 2015: 21-30 - [c4]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: 3-15 - 2013
- [c3]Ting Wen, Xiaoxi Zhang, Xin Huang, Jiaqing Huang:
Cost Advantage of Network Coding in Space for Irregular (5 + 1) Model. DASC 2013: 642-647 - [c2]Jiaqing Huang, Xunrui Yin, Xiaoxi Zhang, Xu Du, Zongpeng Li:
On Space Information Flow: Single multicast. NetCod 2013: 1-6 - [c1]Zijun Zhang, Zhenkun Jin, Xiaoxi Zhang:
Min-cost wireless multihop networks in Euclidean space. NetCod 2013: 1-6
Coauthor Index
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