To Appear

[TMC'24]       Jianchun Liu, Jun Liu, *Hongli Xu, Yunming Liao, Zhiwei Yao, Min Chen, Chen Qian, "Enhancing Semi-Supervised Federated Learning with Progressive Training in Heterogeneous Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A]

[ToN'24]       Yang Xu, Yunming Liao, *Hongli Xu, Zhiyuan Wang, Lun Wang, Jianchun Liu, Chen Qian, "FedSNN: Training Slimmable Neural Network with Federated Learning in Edge Computing", IEEE/ACM Transactions on Networking (ToN). [CCF A]

[ToN'24]       Yang Xu, Yunming Liao, *Hongli Xu, Zhiyuan Wang, Lun Wang, Jianchun Liu, Chen Qian, "FedSNN: Training Slimmable Neural Network with Federated Learning in Edge Computing", IEEE/ACM Transactions on Networking (ToN). [CCF A]

[ICNP'24]       Jiawei Liu, *Gongming Zhao, *Hongli Xu, Baoqing Wang, Peng Yang, Chun-Jen Chung, Min Chen, Xuwei Yang, "HifiCNet: High-fidelity Cloud Network Validation Platform at Scale by Hybrid Architecture", The 32th IEEE International Conference on Network Protocols (ICNP 2024). [CCF B]

[ICNP'24]       Jin Fang, *Gongming Zhao, *Hongli Xu, Luyao Luo, Zhen Yao, An Xie, "Non-Idle Machine-Aware Worker Placement for Efficient Distributed Training in GPU Clusters", The 32th IEEE International Conference on Network Protocols (ICNP 2024). [CCF B]

[ToN'24]       Yunming Liao, *Yang Xu, Hongli Xu, Min Chen, Lun Wang, Chunming Qiao, "Asynchronous Decentralized Federated Learning for Heterogeneous Devices" IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A][PDF]

[MobiCom'24]       Yunming Liao, *Yang Xu, *Hongli Xu, Zhiwei Yao, Liusheng Huang, Chunming Qiao, "ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues", The 30th Annual International Conference On Mobile Computing And Networking (MobiCom 2024). [CCF A]

[ToN'24]       Yuhang Qiu, *Gongming Zhao, Hongli Xu, He Huang, Chunming Qiao, "PARING: Joint Task Placement and Routing for Distributed Training with In-network Aggregation", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A][简介][PDF]

[ToN'24]       Peng Yang, *Hongli Xu, Gongming Zhao, Qianyu Zhang, Jiawei Liu, Chunming Qiao, "ALEPH: Accelerating Distributed Training with eBPF-based Hierarchical Gradient Aggregation", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A] [PDF]

[ToN'24]       Jiawei Liu, *Gongming Zhao, Hongli Xu, Peng Yang, Baoqing Wang, Chunming Qiao, "Toward a Service Availability-Guaranteed Cloud Through VM Placement", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A] [PDF]

[TMC'24]       Yang Xu, Yunming Liao, Lun Wang, *Hongli Xu, Zhida Jiang, Wuyang Zhang, "Overcoming Noisy Labels and Non-IID Data in Edge Federated Learning", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [简介][PDF]

[IWQoS'24]       Bodong Yan, *Yangming Zhao, Sun Xu, Jianchun Liu, Hongli Xu, "LHCC: Low-Latency and Hi-Precision Congestion Control in RDMA Datacenter Networks", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B] [简介]

[IWQoS'24]       Furong Zhan, *Yangming Zhao, Chunming Qiao, "Towards High-performance Distributed Quantum Computing with Qubit Placement and Provisioning", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B] [简介]

[IWQoS'24]       Jianfeng Bao, *Gongming Zhao, *Hongli Xu, Haibo Wang, Peng Yang, "InGo: In-Network Aggregation Routing with Batch Size Adjustment for Distributed Training", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B] [简介]

[IWQoS'24]       Xianjun Gao, *Jianchun Liu, Hongli Xu, Qianpiao Ma, Wang Lun "Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B] [简介]

[IWQoS'24]       Luyao Luo, *Gongming Zhao, *Hongli Xu, Chun-Jen Chung, Liguang Xie, "SMART: Dual-channel Southbound Message Delivery in Clouds with Rate Estimation", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B] [简介]

[IWQoS'24]       Jingzhou Wang, *Gongming Zhao, Hongli Xu, Haibo Wang, "Leaf: Improving QoS for Reconfigurable Datacenters with Multiple Optical Circuit Switches", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B][简介]

[ComNet'24]       Xiaoyu Wang, Sun Xu, *Yangming Zhao, "SARS: Towards Minimizing Average Coflow Completion Time in MapReduce Systems", Computer Networks (ComNet), 2024. [CCF B] [简介][PDF]

[ICDCS'24]       Qiucheng Zhu, *Yangming Zhao, Hongli Xu, Liusheng Huang, Chunming Qiao, "EPS Placement and Lightweight Entanglement Routing for Quantum Data Networks", IEEE International Conference on Distributed Computing Systems (ICDCS) 2024. [CCF B][简介]

[JSAC'24]       Yangming Zhao, Yangyu Wang, *Enshu Wang, Hongli Xu, Liusheng Huang, Chunming Qiao, "An Asynchronous Transport Protocol for Quantum Data Networks", IEEE Journal on Selected Areas in Communications (JSAC), 2024. [CCF A] [PDF]

[ToN'24]       Jianchun Liu, Shilong Wang, *Hongli Xu, Yang Xu, Yunming Liao, Jinyang Huang, He Huang, "Federated Learning with Experience-Driven Model Migration in Heterogeneous Edge Networks", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A] [简介][PDF]

[ToN'24]       Jin Fang, *Hongli Xu, Gongming Zhao, Zhuolong Yu, Bingchen Shen, Liguang Xie, "Accelerating Distributed Training with Collaborative In-network Aggregation", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A] [PDF]

[ICDE'24]       Yunming Liao, *Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao, "MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation", IEEE International Conference on Data Engineering (ICDE), 2024. [CCF A] [简介] [PDF]

[TMC'24]       Jiaming Yan, *Jianchun Liu, Hongli Xu, Zhiyuan Wang, Chunming Qiao, "Peaches: Personalized Federated Learning with Neural Architecture Search in Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [简介][PDF]

[TMC'24]       Zhiwei Yao, *Jianchun Liu, Hongli Xu, Lun Wang, Chen Qian, Yunming Liao, "Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [简介] [PDF]

[TMC'24]       Zhida Jiang, *Yang Xu, Hongli Xu, Zhiyuan Wang, Jianchun Liu, Chunming Qiao, "Semi-Supervised Decentralized Machine Learning with Device-to-Device Cooperation", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24]       Qianpiao Ma, Yang Xu, *Hongli Xu, Jianchun Liu, Liusheng Huang, "FedUC: A Unified Clustering Approach for Hierarchical Federated Learning", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24]       Suo Chen, *Yang Xu, Hongli Xu, Zhenguo Ma, Zhiyuan Wang, "Enhancing Decentralized and Personalized Federated Learning with Topology Construction", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[WWW'24]       Jiawei Liu, Yutong Zhai, *Gongming Zhao, *Hongli Xu, Jin Fang, Zhen Zeng, Ying Zhu, "InArt: In-Network Aggregation with Route Selection for Accelerating Distributed Training", International World Wide Web Conferences (WWW), 2024. (Acceptance Rate: 20.2%) [CCF A] [简介] [ PDF]

[INFOCOM'24]       Jiaming Yan, *Jianchun Liu, Shilong Wang, *Hongli Xu, Haifeng Liu, Jianhua Zhou, "Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A] [简介] [PDF]

[INFOCOM'24]       Xu Sun, *Yangming Zhao, Liusheng Huang, Chunming Qiao, "Routing and Photon Source Provisioning in Quantum Key Distribution Networks", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A]

[INFOCOM'24]       Ting Wang, *Yangming Zhao, Liusheng Huang, Chunming Qiao, "Routing and Wavelength Assignment for Entanglement Swapping of Photonic Qubits", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A]

[ICDE'24]       Zhida Jiang, *Yang Xu, *Hongli Xu, Zhiyuan Wang, Chunming Qiao, "Clients Help Clients: Alternating Collaboration for Semi-Supervised Federated Learning", IEEE International Conference on Data Engineering (ICDE), 2024. [CCF A] [简介] [PDF]

[ComNet'24]       Huaqing Tu, *Gongming Zhao, Hongli Xu, Chunming Qiao, "Programmable Device Deployment for Efficient Network Function Offloading", Computer Networks (ComNet), 2024. [CCF B] [PDF]

本年度共计发表16篇A类论文，4篇B类论文

[TMC'22]       Zhenguo Ma, *Yang Xu, Hongli Xu, Jianchun Liu, Yinxing Xue, "Like Attracts Like: Personalized Federated Learning in Decentralized Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [简介] [PDF]

[ComNet'22]       Zhiyuan Wang, Hongli Xu, *Yang Xu, Zhida Jiang, Jianchun Liu, "CoopFL: Accelerating Federated Learning with DNN Partitioning and Offloading in Heterogeneous Edge Computing", Computer Networks (ComNet), 2022. [CCF B] [简介] [PDF]

[TMC'22]       Suo Chen, *Yang Xu, Hongli Xu, Zhida Jiang, Chunming Qiao, "Decentralized Federated Learning with Intermediate Results in Mobile Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [简介] [PDF]

[TPDS'22]        Huaqing Tu, *Gongming Zhao, Hongli Xu, Xianjin Fang, "Tenant-Grained Request Scheduling in Software-Defined Cloud Computing", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022. [CCF A] [简介] [PDF]

[ComNet'22]       Huaqing Tu, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Yuhang Qiu, "RoNS: Robust Service Request Scheduling in Multi-Tenant Clouds", Computer Networks (ComNet), 2022. [CCF B] [简介] [PDF]

[SECON'22]       Xingpeng Fan, *Gongming Zhao, Huaqing Tu, *Hongli Xu and He Huang, "MASCOT: Mobility-Aware Service Function Chain Routing in Mobile Edge Computing“, IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022. [CCF B] [PDF]

[ToN'22]       Gongming Zhao, Luyao Luo, *Hongli Xu, Chun-Jen Chung, Liguang Xie, "Southbound Message Delivery with Virtual Network Topology Awareness in Clouds", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [简介] [PDF]

[TMC'22]       Yang Xu, Yunming Liao, *Hongli Xu, Zhenguo Ma, Lun Wang, Jianchun Liu, "Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [简介] [PDF]

[TMC'22]       Lun Wang, *Yang Xu, Hongli Xu, Min Chen, Liusheng Huang, "Accelerating Decentralized Federated Learning in Heterogeneous Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [简介] [PDF]

[ICDCS'22]       Gongming Zhao, Jingzhou Wang, *Yangming Zhao, Hongli Xu, Chunming Qiao, "Segmented Entanglement Establishment for Throughput Maximization in Quantum Networks ", IEEE International Conference on Distributed Computing Systems (ICDCS), July 2021. (Acceptance Rate: 114/573=19.9%) [CCF B] [简介] [PDF]

[ToN'22]       Hongli Xu, Peng Xi, *Gongming Zhao, Jianchun Liu, Chen Qian, Liusheng Huang, "SAFE-ME: Scalable and Flexible Policy Enforcement in Middlebox Networks ", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [PDF]

[TMC'22]       Zhiyuan Wang, *Hongli Xu, Jianchun Liu, Yang Xu, He Huang, Yangming Zhao, "Accelerating Federated Learning with Cluster Construction and Hierarchical Aggregation ", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [简介] [PDF]

[NSDI'22]       Qianyu Zhang, *Gongming Zhao, *Hongli Xu, Zhuolong Yu, Liguang Xie, Yangming Zhao, Chunming Qiao, Ying Xiong, Liusheng Huang, "Zeta: A Scalable and Robust East-West Communication Framework in Large-Scale Clouds ", NSDI'22, April 2022. (Acceptance Rate: 50/298=16.7%) [CCF A] [简介] [PDF]

[INFOCOM'22]       Luyao Luo, *Gongming Zhao, *Hongli Xu, Liguang Xie, Ying Xiong, "VITA: Virtual Network Topology-aware Southbound Message Delivery in Clouds ", INFOCOM'22, May. 2022.(Acceptance Rate: 225/1129=19.9%) [CCF A] [简介] [PDF]

[INFOCOM'22]       Jingzhou Wang, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Xuwei Yang, He Huang, "TRUST: Real-Time Request Updating with Elastic Resource Provisioning in Clouds ", INFOCOM'22, May. 2022. (Acceptance Rate: 225/1129=19.9%) [CCF A] [简介] [PDF]

[INFOCOM'22]       Yangming Zhao, *Gongming Zhao, Chunming Qiao, "E2E Fidelity Aware Routing and Purification for Throughput Maximization in Quantum Networks ", INFOCOM'22, May. 2022. (Acceptance Rate: 225/1129=19.9%) [CCF A] [PDF]

[ICDE'22]      Jianchun Liu, *Yang Xu, *Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang, "Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [简介] [PDF]

[ICDE'22]      Zhida Jiang, *Yang Xu, *Hongli Xu, Zhiyuan Wang, Chunming Qiao, Yangming Zhao, "FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge Computing ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [简介] [PDF]

[ICDE'22]      Lun Wang, *Yang Xu, Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang, "Enhancing Federated Learning with In-Cloud Unlabeled Data ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [简介] [PDF]

[ToN'22]      Huaqing Tu, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Yutong Zhai, "A Robustness-Aware Real-Time SFC Routing Update Scheme in Multi-Tenant Clouds ", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [简介] [PDF]

本年度共计发表8篇A类论文，1篇B类论文

[TMC’20]      Min Chen, Haichuan Wang, Zeyu Meng, *Hongli Xu, Yang Xu and He Huang, “Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge,” IEEE Transactions on Mobile Computing, 2020. [CCF A] [简介] [PDF]

[INFOCOM’20]      Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Liusheng Huang, "Incremental Server Deployment for Scalable NFV-enabled Networks ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [简介] [PDF]

[INFOCOM’20]      Gongming Zhao, *Hongli Xu, Yangming Zhao, Chunming Qiao, Liusheng Huang, "Offloading Dependent Tasks in Mobile Edge Computing with Service Caching ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [简介] [PDF]

[INFOCOM’20]      Gongming Zhao, *Hongli Xu, Jingyuan Fan, Liusheng Huang, Chunming Qiao, "HiFi:Hybrid Rule Placement for Fine-Grained Flow Management in SDNs ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [简介] [PDF]

[TPDS'20]      Haibo Wang, *Hongli Xu, Liusheng Huang, Yutong Zhai, "Fast and Accurate Traffic Measurement with Hierarchical Filtering ", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020. [CCF A] [简介] [PDF]

[ComNet'20]      Haibo Wang, *Hongli Xu, Qian Chen, Juncheng Ge, Jianchun Liu, He Huang, "PrePass: Load balancing with data plane resource constraints using commodity SDN switches ", Computer Networks(ComNet), 2020. [CCF B] [PDF]

[ToN'20]      Yutong Zhai, *Hongli Xu, Haibo Wang, Zeyu Meng, *He Huang, "Joint Routing and Sketch Configuration in Software-Defined Networking " IEEE/ACM Transactions on Networking (ToN), 2020. [CCF A] [简介] [PDF]

[TPDS'20]      Gongming Zhao, *Hongli Xu, Jingyuan Fan, Liusheng Huang, Chunming Qiao, " Achieving Fine-Grained Flow Management Through Hybrid Rule Placement in SDNs " IEEE/ACM Transactions on Parallel and Distributed Systems (TPDS), 2020. [CCF A] [简介] [PDF]

[ToN'20]      Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Xuwei Yang, *Huang He, " Incremental Server Deployment for Software-Defined NFV-enabled Networks " IEEE/ACM Transactions on Networking (ToN), 2020. [CCF A] [简介] [PDF]

[ToN'18]      Xiwen Yu, *Hongli Xu, Da Yao, Haibo Wang and Liusheng Huang, "CountMax: A Lightweight and Cooperative Sketch Measurement for Software-Defined Networks, " in IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [PDF]

[ToN'18]      Hongli Xu, *He Huang, Shigang Chen, Gongming Zhao and Liusheng Huang, "Achieving High Scalability Through Hybrid Switching in Software-Defined Networking, " in IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [PDF]

[ToN'18]      Gongming Zhao, *Hongli Xu, Shigang Chen, Liusheng Huang, Pengzhan Wang, "Joint Optimization of Flow Table and Group Table for Default Paths in SDNs ". IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [PDF]

[INFOCOM’18]      Bing Leng, Liusheng Huang, Chunming Qiao, *Hongli Xu, "A Light-weight Approach to Obtaining NF State Information in SDN+NFV Networks ", INFOCOM’18, Apr. 2018. (Acceptance Rate: 309/1606=19.2%) [CCF A] [PDF]

[JSAC'18]      Xuwei Yang, *Hongli Xu, Liusheng Huang, Gongming Zhao, Peng Xi and Chunming Qiao, "Joint Virtual Switch Deployment and Routing for Load Balancing in SDNs, " in IEEE Journal on Selected Areas in Communications(JSAC),2018 [CCF A] [PDF]

[ComNet'18]      Haibo Wang, *Hongli Xu, Liusheng Huang, Jianxin Wang, Xuwei Yang, "Load-balancing routing in software defined networks with multiple controllers ", Computer Networks,2018 [CCF B] [PDF]

[ICNP'16]      Hongli Xu, Zhuolong Yu, Xiangyang Li, Chen Qian, Liusheng Huang, Taeho Jung, Real-time Update with Joint Optimization on Route Selection and Update Scheduling for SDNs, ICNP'16, Nov. 2016. [CCF B] (Best Paper Candidate, Fast Track to ToN) [PDF]

[IWQoS'16]      Hongli Xu, Xiangyang Li, Liusheng Huang, Jianxin Wang, Bing Leng, High-throughput anycast routing and congestion-free reconfiguration for SDNs[C]//Quality of Service (IWQoS), 2016 IEEE/ACM 24th International Symposium on. IEEE, 2016.(Short Paper) [CCF B short paper] [PDF]

[TMC'16]      Hongli Xu, Liusheng Huang, Chunming Qiao, Xinglong Wang, Shan Lin, Yu-e Sun, Shared Relay Assignment (SRA) for Many-to-One Traffic in Cooperative Networks, IEEE Transactions on Mobile Computing (TMC), 15(6), pp. 1499-1513, Jun. 2016 [CCF A] [PDF]

[Wireless Networks'16]      Hongli Xu, Xinglong Wang, Long Chen, Liusheng Huang, Price-Based Resource Allocation for Cooperative Communication, Wireless Networks, Mar. 2016 [PDF]

[Wireless Networks'16]      Hongli Xu, Chunming Qiao, Hou Deng, Liusheng Huang, Shared Relay Assignment in Cooperative Communications for Bandwidth Maximization, Wireless Networks, Jan. 2016 [ PDF]