Dian Shen

73 papers A* 12A 3B 8C 8Journal 32Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Corrigendum: DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT.
ACM Trans. Intell. Syst. Technol.
Shucun Fu, Fang Dong, Dian Shen, Runze Chen, Jiangshan Hao
2026 A* conf
Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural Network.
WWW
Xiao Tan, Tongtong Su, Jiayi Wu, Yan Zhang, Binghui Xu, Dian Shen, Meng Wang, Beilun Wang
2026 J jnl
Popularity-Aware Layer-Wise Caching and Function Scheduling for Dynamic Workflow at the Edge.
IEEE Trans. Mob. Comput.
Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang
2026 J jnl
TolerStore: Tolerating Malicious Nodes in Decentralized Storage Network.
IEEE Trans. Computers
Wanning Bao, Liangmin Wang, Haiqin Wu, Dian Shen, Boris Düdder
2026 J jnl
ToolCaching: Towards Efficient Caching for LLM Tool-calling.
CoRR
Yi Zhai, Dian Shen, Junzhou Luo, Bin Yang
2025 J jnl
ADPTD: Adaptive Data Partition With Unbiased Task Dispatching for Video Analytics at the Edge.
IEEE Internet Things J.
Zhaowu Huang, Fang Dong, Haopeng Zhu, Mengyang Liu, Dian Shen, Ruiting Zhou, Xiaolin Guo, Baijun Chen
2025 J jnl
AutoTailor: Automatic and Efficient Adaptive Model Deployment for Diverse Edge Devices.
CoRR
Mengyang Liu, Chenyu Lu, Haodong Tian, Fang Dong, Ruiting Zhou, Wei Wang, Dian Shen, Guangtong Li, Ye Wan, Li Li
2025 A* conf
Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security.
ICML
Yangyang Shen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang
2025 A* conf
CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC.
INFOCOM
Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan
2025 J jnl
Development and validation of a machine learning model for central compartmental lymph node metastasis in solitary papillary thyroid microcarcinoma via ultrasound imaging features and clinical parameters.
BMC Medical Imaging
Haiyang Han, Heng Sun, Chang Zhou, Li Wei, Liang Xu, Dian Shen, Wenshu Hu
2025 J jnl
Enhancing Link Performance for Mobile LoRa Networks.
IEEE Trans. Mob. Comput.
Ciyuan Chen, Zhuqing Xu, Runqun Xiong, Dian Shen, Weizheng Wang, Junzhou Luo, Xiaohua Jia
2025 — conf
Enhancing Network Traffic Prediction by Integrating Graph Transformer with a Temporal Model.
APNet
Xiucheng Sun, Runqun Xiong, Dian Shen, Junzhou Luo
2025 J jnl
FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration.
CoRR
Junxue Zhang, Xiaodian Cheng, Gang Cao, Meng Dai, Yijun Sun, Han Tian, Dian Shen, Yong Wang, Kai Chen
2025 J jnl
HPST-GT: Full-Link Delivery Time Estimation Via Heterogeneous Periodic Spatial-Temporal Graph Transformer.
IEEE Trans. Knowl. Data Eng.
Shuai Wang, Hai Wang, Li Lin, Xiaohui Zhao, Tian He, Dian Shen, Wei Xi
2025 A* conf
HiSpTRSV: Exploring Tile-Level Parallelism for SpTRSV Acceleration on FPGAs.
DAC
Fan Sun, Fang Dong, Dian Shen
2025 J jnl
Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding.
Proc. ACM Manag. Data
Feifan Liu, Rong Gu, Meng Li, Haipeng Dai, Baohan Wang, Jie Tao, Dian Shen
2025 A* conf
HyperCom: Enabling High Performance and Composable Data Structures for Software Network Functions with eBPF.
INFOCOM
Bin Yang, Dian Shen, Hanlin Yang, Lunqi Zhao, Jianrui Liu, Jiantao Cheng, Beilun Wang
2025 J jnl
Joint Optimization of DNN Model Caching and Request Routing in Mobile Edge Computing.
CoRR
Shuting Qiu, Fang Dong, Siyu Tan, Ruiting Zhou, Dian Shen, Patrick P. C. Lee, Qilin Fan
2025 J jnl
Multi-Dimensional Training Optimization for Efficient Federated Synergy Learning.
IEEE Trans. Mob. Comput.
Shucun Fu, Fang Dong, Runze Chen, Dian Shen, Jinghui Zhang, Qiang He
2025 A* conf
NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data.
WWW
Xiao Tan, Yangyang Shen, Yan Zhang, Jingwen Shao, Dian Shen, Meng Wang, Beilun Wang
2025 J jnl
Resource-Efficient DNN Inference With Early Exiting in Serverless Edge Computing.
IEEE Trans. Mob. Comput.
Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Jinghui Zhang
2025 J jnl
Swift: Rethinking RDMA Control Plane for Elastic Computing.
CoRR
Junxue Zhang, Han Tian, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Dian Shen, Yong Wang, Kai Chen
2025 A conf
eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions.
EuroSys
Bin Yang, Dian Shen, Junxue Zhang, Hanlin Yang, Lunqi Zhao, Beilun Wang, Guyue Liu, Kai Chen
2024 C conf
Achieving Low Queueing Latency in Time-Slotted LoRa Networks.
CSCWD
Ciyuan Chen, Junzhou Luo, Dian Shen, Zhuqing Xu, Runqun Xiong
2024 A* conf
Adaptive Group Personalization for Federated Mutual Transfer Learning.
ICML
Haoqing Xu, Dian Shen, Meng Wang, Beilun Wang
2024 J jnl
DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT.
ACM Trans. Intell. Syst. Technol.
Shucun Fu, Fang Dong, Dian Shen, Runze Chen, Jiangshan Hao
2024 A* conf
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph.
AAAI
Jinghui Zhang, Zhengjia Xu, Dingyang Lv, Zhan Shi, Dian Shen, Jiahui Jin, Fang Dong
2024 J jnl
Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning.
Health Inf. Sci. Syst.
Shidong Wang, Yangyang Shen, Fanwei Zeng, Meng Wang, Bohan Li, Dian Shen, Xiaodong Tang, Beilun Wang
2024 A conf
Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix.
CIKM
Xiao Tan, Zhaoyang Wang, Hao Qian, Jun Zhou, Peibo Duan, Dian Shen, Meng Wang, Beilun Wang
2024 A* conf
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings.
NeurIPS
Xiao Tan, Yiqin Wang, Yangyang Shen, Dian Shen, Meng Wang, Peibo Duan, Beilun Wang
2024 A* conf
Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics.
DAC
Kaihong Huang, Dian Shen, Zhaoyang Wang, Juntao Yang, Beilun Wang
2024 J jnl
Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning.
IEEE Trans. Serv. Comput.
Shucun Fu, Fang Dong, Dian Shen, Jinghui Zhang, Zhaowu Huang, Qiang He
2024 — conf
Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix.
DASFAA (5)
Xiao Tan, Zhaoyang Wang, Meng Wang, Dian Shen, Weitong Chen, Beilun Wang
2024 B conf
Lmlora: Enhancing Link Performance for Mobile Lora Networks.
ICNP
Ciyuan Chen, Zhuqing Xu, Xiaohua Jia, Jingkai Lin, Runqun Xiong, Dian Shen, Xirui Dong, Junzhou Luo
2024 J jnl
Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation.
IEEE Trans. Netw. Sci. Eng.
Jinghui Zhang, Dian Shen, Fang Dong, Kexi Kang, Jiahui Jin, Junzhou Luo, Junxue Zhang
2024 J jnl
Privacy-preserving model splitting and quality-aware device association for federated edge learning.
Softw. Pract. Exp.
Shucun Fu, Fang Dong, Dian Shen, Tianyang Lu
2024 J jnl
eMPTCP: A Framework to Fully Extend Multipath TCP.
IEEE/ACM Trans. Netw.
Dian Shen, Bin Yang, Junxue Zhang, Fang Dong, John C. S. Lui
2023 J jnl
DeepMetricCorr: Fast flow correlation for data center networks with deep metric learning.
Comput. Networks
Zunyi Liu, Dian Shen, Jiaang Bao, Fang Dong, Jiong You
2023 J jnl
Enabling Distributed and Optimal RDMA Resource Sharing in Large-Scale Data Center Networks: Modeling, Analysis, and Implementation.
IEEE/ACM Trans. Netw.
Dian Shen, Junzhou Luo, Fang Dong, Xiaolin Guo, Ciyuan Chen, Kai Wang, John C. S. Lui
2023 J jnl
Enabling large-scale low-power LoRa data transmission via multiple mobile LoRa gateways.
Comput. Networks
Ciyuan Chen, Junzhou Luo, Zhuqing Xu, Runqun Xiong, Dian Shen, Zhimeng Yin
2023 B conf
Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning.
SECON
Shucun Fu, Fang Dong, Dian Shen, Qiang He
2023 J jnl
Multi-Exit DNN Inference Acceleration Based on Multi-Dimensional Optimization for Edge Intelligence.
IEEE Trans. Mob. Comput.
Fang Dong, Huitian Wang, Dian Shen, Zhaowu Huang, Qiang He, Jinghui Zhang, Liangsheng Wen, Tingting Zhang
2023 J jnl
PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.
J. Syst. Archit.
Fang Dong, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo
2023 A* conf
Take CARE: Improving Inherent Robustness of Spiking Neural Networks with Channel-wise Activation Recalibration Module.
ICDM
Yan Zhang, Cheng Chen, Dian Shen, Meng Wang, Beilun Wang
2023 B conf
WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment.
IWQoS
Daheng Yin, Fang Dong, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang
2022 B conf
Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge.
ICPP
Zhaowu Huang, Fang Dong, Dian Shen, Huitian Wang, Xiaolin Guo, Shucun Fu
2022 B conf
Exploiting the Computational Path Diversity with In-network Computing for MEC.
SECON
Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Zhenyang Ni, Yulong Jiang, Daheng Yin
2022 C conf
Last-mile Matters: Mitigating the Tail Latency of Virtualized Networks with Multipath Data Plane.
CLUSTER
Dian Shen, Yi Zhai, Fang Dong, Junzhou Luo
2022 — conf
LoRaDrone: Enabling Low-Power LoRa Data Transmission via a Mobile Approach.
MSN
Ciyuan Chen, Junzhou Luo, Zhuqing Xu, Runqun Xiong, Zhimeng Yin, Jingkai Lin, Dian Shen
2022 — conf
Long-Term Workload Forecasting in Grid Cloud using Deep Ensemble Model.
CBD
Jiaang Bao, Chao Yang, Nu Xia, Dian Shen
2022 B conf
Towards the Full Extensibility of Multipath TCP with eMPTCP.
ICNP
Bin Yang, Dian Shen, Junxue Zhang, Fang Dong, Junzhou Luo, John C. S. Lui
2021 C conf
A CPU Load-awared Virtual Router Placement Strategy in Cloud Network.
CSCWD
Mingxuan Yang, Fang Dong, Dian Shen, Yi Zhai, Ciyuan Chen
2021 A conf
Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild.
ICDCS
Zhaowu Huang, Fang Dong, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He
2021 — conf
Flow Characteristics Estimation Based On Multilayer Virtual Active Counter Sharing in Data Center Network.
CBD
Shiqi Wang, Fang Dong, Dian Shen, Wei Zhao
2021 C conf
Towards Tunable RDMA Parameter Selection at Runtime for Datacenter Applications.
CSCWD
Kai Wang, Fang Dong, Dian Shen, Chengtian Zhang, Jinghui Zhang, Junzhou Luo
2020 A* conf
Distributed and Optimal RDMA Resource Scheduling in Shared Data Center Networks.
INFOCOM
Dian Shen, Junzhou Luo, Fang Dong, Xiaolin Guo, Kai Wang, John C. S. Lui
2020 J jnl
Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information.
IEEE Trans. Serv. Comput.
Dian Shen, Junzhou Luo, Fang Dong, Jiahui Jin, Junxue Zhang, Jun Shen
2020 J jnl
ParaGraph: Subgraph-Level Network Function Composition With Delay Balanced Parallelism.
IEEE Access
Dian Shen, Haoyang Liu, Rui Wang, Fang Dong, Fucun Li
2019 — conf
Fault Diagnosis for the Virtualized Network in the Cloud Environment using Reinforcement Learning.
SmartCloud
Tao Xu, Dian Shen, Huanhuan Zhang, Runqun Xiong, Jiahui Jin
2019 C conf
MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center.
CLUSTER
Kexi Kang, Jinghui Zhang, Jiahui Jin, Dian Shen, Junzhou Luo, Wenxin Li, Zhiang Wu
2019 C conf
ParaNF: Enabling Delay-Balanced Network Function Parallelism in NFV.
CSCWD
Rui Wang, Junzhou Luo, Fang Dong, Dian Shen
2019 C conf
QAECN: Dynamically Tuning ECN Threshold with Micro-burst in Multi-queue Data Centers.
CSCWD
Kexi Kang, Jinghui Zhang, Jiahui Jin, Dian Shen, Runqun Xiong, Junzhou Luo
2019 J jnl
Rendering differential performance preference through intelligent network edge in cloud data centers.
Concurr. Comput. Pract. Exp.
Dian Shen, Pengcheng Zhou, Yidan Gao, Xiaolin Guo, Runqun Xiong
2017 — conf
A Novel Solution of Cloud Operating System Based on X11 and Docker.
CBD
Zhen Du, Zhuging Xu, Fang Dong, Dian Shen
2017 J jnl
Enabling application-aware flexible graph partition mechanism for parallel graph processing systems.
Concurr. Comput. Pract. Exp.
Fang Dong, Junxue Zhang, Junzhou Luo, Dian Shen, Jiahui Jin
2017 J jnl
Towards a fast and secure design for enterprise-oriented cloud storage systems.
Concurr. Comput. Pract. Exp.
Fang Dong, Pengcheng Zhou, Zijian Liu, Dian Shen, Zhuqing Xu, Junzhou Luo
2017 C conf
Virtual network fault diagnosis mechanism based on fault injection.
CSCWD
Huanhuan Zhang, Fang Dong, Dian Shen, Runqun Xiong, Jiahui Jin
2016 B conf
AppBag: Application-Aware Bandwidth Allocation for Virtual Machines in Cloud Environment.
ICPP
Dian Shen, Junzhou Luo, Fang Dong, Junxue Zhang
2015 J jnl
Stochastic modeling of dynamic right-sizing for energy-efficiency in cloud data centers.
Future Gener. Comput. Syst.
Dian Shen, Junzhou Luo, Fang Dong, Xiang Fei, Wei Wang, Guoqing Jin, Weidong Li
2015 — conf
Superblock: An Application-Aware Dynamic Partition Strategy for Large-Scale Graph.
CBD
Junxue Zhang, Fang Dong, Dian Shen, Jiahui Jin, Junzhou Luo
2014 — conf
Cost-Effective Virtual Machine Image Replication Management for Cloud Data Centers.
HPCC/CSS/ICESS
Dian Shen, Fang Dong, Junxue Zhang, Junzhou Luo
2014 B conf
Game theory based dynamic resource allocation for hybrid environment with cloud and big data application.
SMC
Junxue Zhang, Fang Dong, Dian Shen, Junzhou Luo
2013 — conf
Doing Better Business: Trading a Little Execution Time for High Energy Saving under SLA Constraints.
ICEBE
Dian Shen, Fang Dong, Junzhou Luo, Wei Wang, Xiang Fei, Guoqing Jin, Weidong Li