近期论文
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1. Fan Sun, Fang Dong* , Dian Shen. HiSpTRSV: Exploring Tile-Level Parallelism
for SpTRSV Acceleration on FPGAs. Design Automation Conference(DAC) 2025 . （CCF
A）
2. 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, 24(7): 6243-6258. （CCF
A）
3. 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）
4. 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）
5. 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 , 2025, 24(5): 3650-3666. （CCF
A）
6. 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 , 2025, 12(6): 7434-7445. （JCR Q1）
7. 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）
8. 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,
15(5):1-28. （JCR Q1）
9. 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）
10. 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）
11. 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, 32(6): 5459-5474. （CCF A）
12. 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）
13. 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）
14. 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）
15. 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）
16. 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）
17. 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 ）
18. 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 ）
19. 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 ）
20. 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）
21. 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)
22. 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)
23. 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）
24. 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）
25. 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）
26. 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）
27. 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）
28. 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）
29. 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）
30. 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）
31. 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）
32. 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）
33. Zhaowu Huang*, Fang Dong*( 共同一作) , 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)
34. Meng Zhou, Bowen Zhou, Huitian Wang, Fang Dong . Dynamic Path Based DNN
Synergistic Inference Acceleration in Edge Computing Environment. IEEE ICAPDS
2021 : 567-574. (CCF C)
35. 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）
36. 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）
37. 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）
38. 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）
39. 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）
40. 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. (JCR Q1)
41. 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. (JCR Q1)
42. 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)
43. 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. (JCR Q1)
44. 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)
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