论文发表
2025
[DAC'25] Fan Sun, Fang Dong*, Dian Shen. HiSpTRSV: Exploring Tile-Level Parallelism for SpTRSV Acceleration on FPGAs. Design Automation Conference (DAC) 2025. (CCF A)
[TMC] Shucun Fu, Fang Dong*, Runze Chen, Dian Shen, Jinghui Zhang, Qiang He. Multi-Dimensional Training Optimization for Efficient Federated Synergy Learning. IEEE Transactions on Mobile Computing, 2025. (CCF A)
[INFOCOM'25] Zhaowu Huang, Fang Dong*, Xiaolin Guo, and Daheng Yin. FaSei: Fast Serverless Edge Inference with Synergistic Lazy Loading and Layer-wise Caching. IEEE Infocom 2025. (CCF A)
[INFOCOM'25] Shuting Qiu, Fang Dong*, Siyu Tan, Dian Shen, Ruiting Zhou and Qilin Fan. CoCaR: Enabling Efficient Dynamic DNN-based Model Caching and Request Routing in MEC. IEEE Infocom 2025. (CCF A)
2024
[TMC] Xiaolin Guo, Fang Dong*, Dian Shen, Zhaowu Huang, and Jinghui Zhang. Resource-Efficient DNN Inference with Early Exiting in Serverless Edge Computing. IEEE Transactions on Mobile Computing, 2024. (CCF A)
Maojie Sun, Fang Dong*, ZHaowu Huang, et al. Adaptive Model Compression for Steel Plate Surface Defect Detection: An Expert Knowledge and Working Condition-Based Approach[J]. Tsinghua Science and Technology, 2024, 29(6): 1851-1871. (JCR Q1)
[IoT-J] Zhaowu Huang, Fang Dong*, Haopeng Zhu, et al. ADPTD: Adaptive Data Partition With Unbiased Task Dispatching for Video Analytics at the Edge[J]. IEEE Internet of Things Journal, 2024. (JCR Q1)
[TIST] Shucun Fu, Fang Dong, Dian Shen, Runze Chen, Jiangshan Hao. DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT[J]. ACM Transactions on Intelligent Systems and Technology, 2024. (JCR Q1)
Daheng Yin, Jianxin Shi, Miao Zhang, Zhaowu Huang, Jiangchuan Liu, Fang Dong. SVFG: Towards Immersive Full-Scene Volumetric Video Streaming with Adaptive Feature Grid. Proceedings of the 32nd ACM International Conference on Multimedia(MM). 2024: 11089-11098. (CCF A)
[JSAC] Feng Shan, Junzhou Luo, Qiao Jin, Liwen Cao, Weiwei Wu, Zhen Ling, Fang Dong. Optimal Harvest-then-Transmit Scheduling for Throughput Maximization in Time-varying RF Powered Systems. IEEE Journal on Selected Areas in Communications, 2024. (CCF A)
[TON] Dian Shen, Bin Yang, Junxue Zhang, Fang Dong*, John C.S Lui. eMPTCP: A Framework to Fully Extend Multipath TCP. IEEE/ACM Transactions on Networking. 2024. (CCF A)
Jinghui Zhang, Jiawei Wang, Yaning Li, Fa Xin, Fang Dong, Junzhou Luo, Zhihua Wu. Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization. ACM Transactions on Sensor Networks, 20(2): 48:1-48:32 (2024) (CCF B)
Jiangshan Hao, Fang Dong*, Bingheng Cen, Shucun Fu, Ruiting Zhou, Ding Ding. HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning. ICPP 2024 : 484-493. (CCF B)
[TSC] Shucun Fu, Fang Dong*, Dian Shen, Jinghui Zhang, Zhaowu Huang, Qiang He. Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning. IEEE Transactions on Services Computing, 17(1): 251-262, 2024. (CCF A)
Jinghui Zhang, Zhengjia Xu, Dingyang Lv, Zhan Shi, Dian Shen, Jiahui Jin, Fang Dong. DiG-In-GNN: Discriminative Feature Guided GNN-based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph. AAAI 2024. Accept. (CCF A)
[JSAC] Xiang Liu, Yifan Qin, Weiwei Wu, Chenchen Fu, Yan Lyu, Fang Dong and Luo Junzhou. B2-bandit: Budgeted Pricing with Blocking Constraints for Metaverse Crowdsensing under Uncertainty. IEEE Journal on Selected Areas in Communications, , 2024, 42(3): 724-736. (CCF A)
2023
[JSAC] Xiang Liu, Yifan Qin, Weiwei Wu, Chenchen Fu, Yan Lyu, Fang Dong* and Luo Junzhou. B2-bandit: Budgeted Pricing with Blocking Constraints for Metaverse Crowdsensing under Uncertainty. IEEE Journal on Selected Areas in Communications, 2023. Accept. (CCF A)
Jieling Yu, Ruiting Zhou, Chen Chen, Bo Li, Fang Dong. ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks. ICPP 2023. Accept. (CCF B)
Shucun Fu, Fang Dong*, Dian Shen, Qiang He. Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning. IEEE SECON 2023, Accept. (CCF B)
Zunyi Liu, Dian Shen, Jiaang Bao, Fang Dong, Jiong You. DeepMetricCorr: Fast flow correlation for data center networks with deep metric learning. Computer Networks, 2023. Accept. (CCF B)
[WWW'23] Yuchen Wang, Jinghui Zhang, Zhengjie Huang, Weibin Li, Shikun Feng, Ziheng Ma, Yu Sun, Dianhai Yu, Fang Dong, Jiahui Jin, Beilun Wang, and Junzhou Luo. Label Information Enhanced Fraud Detection against Low Homophily in Graphs. ACM Web Conference 2023 (WWW ‘23)：406–416. (CCF A)
Jinghui Zhang, Dian Shen, Fang Dong, Kexi Kang, Jiahui Jin, Junzhou Luo, Junxue Zhang. Micro-burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation. IEEE Transactions on Network Science and Engineering, 2023. Accept. (JCR Q1)
[TIST] Jinghui Zhang, Dingyang Lv, Qiangsheng Dai, Fa Xin, Fang Dong*. Noise-aware Local Model Training Mechanism for Federated Learning. ACM Transactions on Intelligent Systems and Technology, 2023. Accept. (JCR Q1)
Daheng Yin, Fang Dong*, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang. WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment. IEEE/ACM IWQoS 2023, Accept. (CCF B)
[TON] Dian Shen, Junzhou Luo, Fang Dong*, Xiaolin Guo, Ciyuan Chen, Kai Wang, John C.S Lui. Enabling Distributed and Optimal RDMA Resource Sharing in Large-scale Data Center Networks: Modeling, Analysis, and Implementation. IEEE/ACM Transactions on Networking, 31(6): 2745-2760, 2023. (CCF A)
Fang Dong, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo. PADP-FedMeta: A Personalized and Adaptive Differentially Private Federated Meta Learning Mechanism for AIoT. Journal of Systems Architecture. 2023(134): 102754. (CCF B)
[TMC] Fang Dong, Huitian Wang, Dian Shen, Zhaowu Huang, Qiang He, Jinghui Zhang. Multi-exit DNN Inference Acceleration based on Multi-Dimensional Optimization for Edge Intelligence. IEEE Transactions on Mobile Computing, 22(9): 5389-5405, 2023. (CCF A)
2022
Bin Yang, Dian Shen, Junxue Zhang, Fang Dong, Junzhou Luo, John C.S Lui. Towards the Full Extensibility of Multipath TCP with eMPTCP. IEEE ICNP 2022 : 1-11. (CCF B)
[TMC] Feng Shan, Jianping Huang, Runqun Xiong, Fang Dong*, Luo Junzhou, Suyang Wang. Energy-Efficient General PoI-Visiting by UAV with a Practical Flight Energy Model. IEEE Transactions on Mobile Computing, 2022, 10.1109/TMC.2022.3199237. (CCF A)
Xiaolin Guo, Fang Dong*, Dian Shen, Zhaowu Huang. Exploiting the Computational Path Diversity with In-network Computing for MEC. IEEE SECON 2022 : 280-288. (CCF B)
Dian Shen, Yi Zhai, Fang Dong*, Junzhou Luo. Last-mile Matters: Mitigating the Tail Latency of Virtualized Networks with Multipath Data Plane. IEEE CLUSTER 2022 : 195-205. (CCF B)
Zhaowu Huang, Fang Dong*, Dian Shen, Huitian Wang, Xiaolin Guo, Shucun Fu. Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge. ICPP 2022 : 1-11. (CCF B)
2021
[TMC] Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Fang Dong, Hai Jin, Yun Yang. OL-EUA: Online User Allocation for NOMA-based Mobile Edge Computing. IEEE Transactions on Mobile Computing, 2021. DOI:10.1109/TMC.2021.3112941. (CCF A)
Meng Zhou, Bowen Zhou, Huitian Wang, Fang Dong. Dynamic Path Based DNN Synergistic Inference Acceleration in Edge Computing Environment. IEEE ICPADS 2021 : 567-574. (CCF C)
Mingxuan Yang, Fang Dong, Dian Shen, Yi Zhai, Ciyuan Chen. A CPU Load-awared Virtual Router Placement Strategy in Cloud Network. IEEE CSCWD 2021 : 690-695. (CCF C)
Kai Wang, Fang Dong, Dian Shen, Chengtian Zhang, Junzhou Luo. Towards Tunable RDMA Parameter Selection at Runtime for Datacenter Applications. IEEE CSCWD 2021 : 49-55. (CCF C)
[ICDCS'21] Zhaowu Huang*, Fang Dong*, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He. Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild. IEEE ICDCS 2021 : 729-739. (CCF B)
2020
[TSC] Fang Dong, Junzhou Luo, Jiahui Jin, Jiyuan Shi, Ye Yang, Jun Shen. Accelerating skycube computation with partial and parallel processing for service selection. IEEE Transactions on Services Computing, 13(6):969-984, 2020. (CCF A)
[INFOCOM'20] Dian Shen, Junzhou Luo, Fang Dong, Xiaolin Guo, Kai Wang, John Lui. Distributed and Optimal RDMA Resource Scheduling in Shared Data Center Networks, Infocom 2020 : 606-615. (CCF A)
[INFOCOM'20] Zhuqing Xu, Junzhou Luo, Zhimeng Yin, Tian He and Fang Dong. S-MAC: Achieving High Scalability via Adaptive Scheduling in LPWAN, Infocom 2020 : 506-515. (CCF A)
[TSC] Shen Dian, Luo Junzhou, Dong Fang*, Jin Jiahui, Zhang Junxue and Shen Jun. Facilitating Application-aware Bandwidth Allocation in the Cloud with One-step-ahead Traffic Information [J]. IEEE Transactions on Services Computing, 2020, 13(2):381-394. (CCF A)
2019
Jiahui Jin, Junzhou Luo, Samamon Khemmarat, Fang Dong and Lixin Gao. GStar: an efficient framework for answering top-k star queries on billion-node knowledge graphs[J]. World Wide Web: Internet and Web Information Systems (WWWJ), 2019, 22(4): 1611-1638. (CCF B)
Fang Dong, Xiaoling Guo, Pengcheng Zhou, Dian Shen. Task-aware Flow Scheduling with Heterogeneous Utility Characteristics for Data Center Networks. Tsinghua Science and Technology, 2019, 24(4): 400-411.
Dian Shen, Junzhou Luo, Fang Dong, et al. VirtCo: joint coflow scheduling and virtual machine placement in cloud data centers[J]. Tsinghua Science and Technology, 2019, 24(5): 630-644.
Huitian Wang, Guangxing Cai, Zhaowu Huang, Fang Dong. ADDA: Adaptive Distributed DNN Inference Acceleration in Edge Computing Environment. The 25th International Conference on Parallel and Distributed Systems (ICPADS 2019)，438-445. (CCF C)
Rui Wang, Junzhou Luo, Fang Dong, et al. ParaNF: Enabling Delay-Balanced Network Function Parallelism in NFV[C]. International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2019: 392-397. (CCF C)
Zhaoyi Yang, Fang Dong. Model-Aware Parallelization Strategy for Deep Neural Networks’ Distributed Training**[C]**. 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD). IEEE, 2019: 61-66.
2018
Feng Shan, Junzhou Luo, Weiwei Wu, Fang Dong, Xiaojun Shen. Throughput Maximization for Wireless Powered Communication in Green Cities. IEEE Transactions on Industrial Informatics, 14(6): 2560-2569, 2018.
Jiyuan Shi, Junzhou Luo, Fang Dong, et al. Fast multi-resource allocation with patterns in large scale cloud data center[J]. Journal of Computational Sience, 2018, 26: 389-401.
Yunhao Li, Junzhou Luo, Jiahui Jin, Runqun Xiong, Fang Dong. An Effective Model for Edge-Side Collaborative Storage in Data-Intensive Edge Computing. 22nd IEEE International Conference on Computer Supported Cooperative Work in Design. 2018. (CCF C)
2017
Fang Dong, Pengcheng Zhou, Zijian Liu, Dian Shen, Zhuqing Xu, Junzhou Luo. Towards a Fast and Secure Design for Enterprise-oriented Cloud Storage Systems. Concurrency and Computation: Practice &. Experience, 29(19): e4177, 2017. (CCF C)
Fang Dong, Junxue Zhang, Junzhou Luo, Dian Shen and Jiahui Jin. Enabling Application-aware Flexible Graph Partition Mechanism for Parallel Graph Processing Systems. Concurrency and Computation: Practice &. Experience, 29(6): e3849, 2017. (CCF C)
Huanhuan Zhang, Fang Dong, Dian Shen, Runqun Xiong, Jiahui Jin. Virtual network fault diagnosis mechanism based on fault injection. The 21th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2017), 2017: 384-389. (CCF C)
Zhuqing Xu, Fang Dong, Jiahui Jin, Junzhou Luo, Jun Shen. GScheduler: Optimizing Resource Provision by using GPU Usage Pattern Extraction in Cloud Environment. 2017 IEEE International Conference on Systems, Man and Cybernetics (SMC 2017), 2017: 3225-3230. (CCF C)
2016
Dian Shen, Junzhou Luo, Fang Dong, Junxue Zhang. AppBag: Application-aware Bandwidth Allocation for Virtual Machines in Cloud Environment. 2016 The International Conference on Parallel Processing (ICPP 2016), 2016:21-30. (CCF B)
Jiyuan Shi, Junzhou Luo, Fang Dong, Jinghui Zhang, Junxue Zhang. Elastic resource provisioning for scientific workflow scheduling in cloud under budget and deadline constraints. Cluster Computing 19(1): 167-182 (2016). (CCF C)
Jiyuan Shi, Fang Dong, Jinghui Zhang, Jiahui Jin and Junzhou Luo. Resource Provisioning Optimization for Service Hosting on Cloud Platform. The 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), 2016:614-619. (CCF C)
Zijian Liu, Fang Dong, Junxue Zhang, Pengcheng Zhou, Zhuqing Xu, Junzhou Luo. A Front-end Directory Prefetching Mechanism for GlusterFS. 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 2016:3942-3947. (CCF C)
2015
Dian Shen, Junzhou Luo, Fang Dong, Xiang Fei, et al. Stochastic Modeling of Dynamic Right-sizing for Energy-efficiency in Cloud Data Centers. Future Generation Computer Systems, 2015, 48: 82-95. (CCF C)
Runqun Xiong, Junzhou Luo, Fang Dong. Optimizing Data Placement in Heterogeneous Hadoop Clusters. Cluster Computing, 2015, 18(4):1465-1480. (CCF C)
Jinghui Zhang, Mingjun Wang, Junzhou Luo, Fang Dong and Junxue Zhang. Towards Optimized Scheduling for Data-intensive Scientific Workflow in Multiple Datacenter Environment. Concurrency and Computation: Practice &. Experience, 2015, 27:5606–5622. (CCF C)
Jinghui Zhang, Junzhou Luo, Fang Dong. Scientific Workflow Scheduling in Non-dedicated Heterogeneous Multicluster with Advance Reservations. Integrated Computer-Aided Engineering, 2015, 22(3):261-280. (JCR Q1)
Ye Yang, Fang Dong, Junzhou Luo. Computing Service Skyeube for Web Service Selection. The 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015), 2015:614-619. (CCF C)
Jiyuan Shi, Fang Dong, Jiahui Jin, Junzhou Luo and Ding Ding. Two-phase Online Virtual Machine Placement in Heterogeneous Cloud Data Center. 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2015), 2015. (CCF C)
2014
Yuxiang Wang, Junzhou Luo, Aibo Song, Fang Dong. A Sampling-based Hybrid Approximate Query Processing System in the Cloud. The 43th International Conference on Parallel Processing (ICPP 2014), 2014: 291-300. (CCF B)
Yuxiang Wang, Junzhou Luo, Aibo Song, Fang Dong. OATS: Online Aggregation with Two-level Sharing Strategy in Cloud. Distributed and Parallel Databases, 2014, 32(4): 467-505. (CCF C)
Dian Shen, Fang Dong, Junxue Zhang and Junzhou Luo. Cost-effective Virtual Machine Image Replication Management for Cloud Data Centers. The 16th IEEE International Conference on High Performance Computing and Communications (HPCC 2014), 2014:229-236. (CCF C)