Doing Better Business: Trading a Little Execution Time for High Energy Saving under SLA Constraints. - Dian Shen; Fang Dong 001; Junzhou Luo; Wei Wang 089; Xiang Fei; Guoqing Jin; Weidong Li 001 (ICEBE, 2013)

Cost-Effective Virtual Machine Image Replication Management for Cloud Data Centers. - Dian Shen; Fang Dong 001; Junxue Zhang 001; Junzhou Luo (HPCC/CSS/ICESS, 2014)

Game theory based dynamic resource allocation for hybrid environment with cloud and big data application. - Junxue Zhang 001; Fang Dong 001; Dian Shen; Junzhou Luo (SMC, 2014)

Superblock: An Application-Aware Dynamic Partition Strategy for Large-Scale Graph. - Junxue Zhang 001; Fang Dong 001; Dian Shen; Jiahui Jin; Junzhou Luo (CBD, 2015)

Stochastic modeling of dynamic right-sizing for energy-efficiency in cloud data centers. - Dian Shen; Junzhou Luo; Fang Dong 001; Xiang Fei; Wei Wang 089; Guoqing Jin; Weidong Li 001 (Future Gener. Comput. Syst., 2015)

AppBag: Application-Aware Bandwidth Allocation for Virtual Machines in Cloud Environment. - Dian Shen; Junzhou Luo; Fang Dong 001; Junxue Zhang 001 (ICPP, 2016)

A Novel Solution of Cloud Operating System Based on X11 and Docker. - Zhen Du; Zhuging Xu; Fang Dong 001; Dian Shen (CBD, 2017)

Virtual network fault diagnosis mechanism based on fault injection. - Huanhuan Zhang; Fang Dong 001; Dian Shen; Runqun Xiong; Jiahui Jin (CSCWD, 2017)

Enabling application-aware flexible graph partition mechanism for parallel graph processing systems. - Fang Dong 001; Junxue Zhang 001; Junzhou Luo; Dian Shen; Jiahui Jin (Concurr. Comput. Pract. Exp., 2017)

Towards a fast and secure design for enterprise-oriented cloud storage systems. - Fang Dong 001; Pengcheng Zhou; Zijian Liu; Dian Shen; Zhuqing Xu; Junzhou Luo (Concurr. Comput. Pract. Exp., 2017)

MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center. - Kexi Kang; Jinghui Zhang; Jiahui Jin; Dian Shen; Junzhou Luo; Wenxin Li; Zhiang Wu 001 (CLUSTER, 2019)

QAECN: Dynamically Tuning ECN Threshold with Micro-burst in Multi-queue Data Centers. - Kexi Kang; Jinghui Zhang; Jiahui Jin; Dian Shen; Runqun Xiong; Junzhou Luo (CSCWD, 2019)

ParaNF: Enabling Delay-Balanced Network Function Parallelism in NFV. - Rui Wang; Junzhou Luo; Fang Dong 001; Dian Shen (CSCWD, 2019)

Fault Diagnosis for the Virtualized Network in the Cloud Environment using Reinforcement Learning. - Tao Xu; Dian Shen; Huanhuan Zhang; Runqun Xiong; Jiahui Jin (SmartCloud, 2019)

Rendering differential performance preference through intelligent network edge in cloud data centers. - Dian Shen; Pengcheng Zhou; Yidan Gao; Xiaolin Guo; Runqun Xiong (Concurr. Comput. Pract. Exp., 2019)

Distributed and Optimal RDMA Resource Scheduling in Shared Data Center Networks. - Dian Shen; Junzhou Luo; Fang Dong 001; Xiaolin Guo; Kai Wang; John C. S. Lui (INFOCOM, 2020)

ParaGraph: Subgraph-Level Network Function Composition With Delay Balanced Parallelism. - Dian Shen; Haoyang Liu; Rui Wang; Fang Dong 001; Fucun Li (IEEE Access, 2020)

Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information. - Dian Shen; Junzhou Luo; Fang Dong 001; Jiahui Jin; Junxue Zhang 001; Jun Shen 001 (IEEE Trans. Serv. Comput., 2020)

Flow Characteristics Estimation Based On Multilayer Virtual Active Counter Sharing in Data Center Network. - Shiqi Wang 019; Fang Dong 001; Dian Shen; Wei Zhao 023 (CBD, 2021)

Towards Tunable RDMA Parameter Selection at Runtime for Datacenter Applications. - Kai Wang; Fang Dong 001; Dian Shen; Chengtian Zhang; Jinghui Zhang; Junzhou Luo (CSCWD, 2021)

A CPU Load-awared Virtual Router Placement Strategy in Cloud Network. - Mingxuan Yang; Fang Dong 001; Dian Shen; Yi Zhai 004; Ciyuan Chen (CSCWD, 2021)

Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild. - Zhaowu Huang; Fang Dong 001; Dian Shen; Junxue Zhang 001; Huitian Wang; Guangxing Cai; Qiang He 001 (ICDCS, 2021)

Long-Term Workload Forecasting in Grid Cloud using Deep Ensemble Model. - Jiaang Bao; Chao Yang; Nu Xia; Dian Shen (CBD, 2022)

Last-mile Matters: Mitigating the Tail Latency of Virtualized Networks with Multipath Data Plane. - Dian Shen; Yi Zhai 004; Fang Dong 001; Junzhou Luo (CLUSTER, 2022)

Towards the Full Extensibility of Multipath TCP with eMPTCP. - Bin Yang 027; Dian Shen; Junxue Zhang 001; Fang Dong 001; Junzhou Luo; John C. S. Lui (ICNP, 2022)

Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge. - Zhaowu Huang; Fang Dong 001; Dian Shen; Huitian Wang; Xiaolin Guo; Shucun Fu (ICPP, 2022)

LoRaDrone: Enabling Low-Power LoRa Data Transmission via a Mobile Approach. - Ciyuan Chen; Junzhou Luo; Zhuqing Xu; Runqun Xiong; Zhimeng Yin 001; Jingkai Lin; Dian Shen (MSN, 2022)

Exploiting the Computational Path Diversity with In-network Computing for MEC. - Xiaolin Guo; Fang Dong 001; Dian Shen; Zhaowu Huang; Zhenyang Ni; Yulong Jiang; Daheng Yin (SECON, 2022)

Take CARE: Improving Inherent Robustness of Spiking Neural Networks with Channel-wise Activation Recalibration Module. - Yan Zhang 100; Cheng Chen; Dian Shen; Meng Wang 009; Beilun Wang (ICDM, 2023)

WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment. - Daheng Yin; Fang Dong 001; Baijun Chen; Dian Shen; Ruiting Zhou; Xiaolin Guo; Zhaowu Huang (IWQoS, 2023)

Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning. - Shucun Fu; Fang Dong 001; Dian Shen; Qiang He 001 (SECON, 2023)

PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT. - Fang Dong 001; Xinghua Ge; Qinya Li; Jinghui Zhang; Dian Shen; Siqi Liu; Xiao Liu 004; Gang Li 009; Fan Wu 006; Junzhou Luo (J. Syst. Archit., 2023)

DeepMetricCorr: Fast flow correlation for data center networks with deep metric learning. - Zunyi Liu; Dian Shen; Jiaang Bao; Fang Dong 001; Jiong You (Comput. Networks, 2023)

Multi-Exit DNN Inference Acceleration Based on Multi-Dimensional Optimization for Edge Intelligence. - Fang Dong 001; Huitian Wang; Dian Shen; Zhaowu Huang; Qiang He 001; Jinghui Zhang; Liangsheng Wen; Tingting Zhang (IEEE Trans. Mob. Comput., 2023)

Enabling large-scale low-power LoRa data transmission via multiple mobile LoRa gateways. - Ciyuan Chen; Junzhou Luo; Zhuqing Xu; Runqun Xiong; Dian Shen; Zhimeng Yin 001 (Comput. Networks, 2023)

Enabling Distributed and Optimal RDMA Resource Sharing in Large-Scale Data Center Networks: Modeling, Analysis, and Implementation. - Dian Shen; Junzhou Luo; Fang Dong 001; Xiaolin Guo; Ciyuan Chen; Kai Wang; John C. S. Lui (IEEE/ACM Trans. Netw., 2023)

DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph. - Jinghui Zhang; Zhengjia Xu; Dingyang Lv; Zhan Shi; Dian Shen; Jiahui Jin; Fang Dong 001 (AAAI, 2024)

Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix. - Xiao Tan 005; Zhaoyang Wang; Hao Qian 003; Jun Zhou 011; Peibo Duan; Dian Shen; Meng Wang 009; Beilun Wang (CIKM, 2024)

Achieving Low Queueing Latency in Time-Slotted LoRa Networks. - Ciyuan Chen; Junzhou Luo; Dian Shen; Zhuqing Xu; Runqun Xiong (CSCWD, 2024)

Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics. - Kaihong Huang; Dian Shen; Zhaoyang Wang; Juntao Yang; Beilun Wang (DAC, 2024)

Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix. - Xiao Tan 005; Zhaoyang Wang; Meng Wang 009; Dian Shen; Weitong Chen 001; Beilun Wang (DASFAA (5), 2024)

Adaptive Group Personalization for Federated Mutual Transfer Learning. - Haoqing Xu; Dian Shen; Meng Wang 009; Beilun Wang (ICML, 2024)

Lmlora: Enhancing Link Performance for Mobile Lora Networks. - Ciyuan Chen; Zhuqing Xu; Xiaohua Jia; Jingkai Lin; Runqun Xiong; Dian Shen; Xirui Dong; Junzhou Luo (ICNP, 2024)

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings. - Xiao Tan 005; Yiqin Wang; Yangyang Shen; Dian Shen; Meng Wang 009; Peibo Duan; Beilun Wang (NeurIPS, 2024)

Privacy-preserving model splitting and quality-aware device association for federated edge learning. - Shucun Fu; Fang Dong 001; Dian Shen; Tianyang Lu (Softw. Pract. Exp., 2024)

Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation. - Jinghui Zhang; Dian Shen; Fang Dong 001; Kexi Kang; Jiahui Jin; Junzhou Luo; Junxue Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning. - Shucun Fu; Fang Dong 001; Dian Shen; Jinghui Zhang; Zhaowu Huang; Qiang He 001 (IEEE Trans. Serv. Comput., 2024)

DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT. - Shucun Fu; Fang Dong 001; Dian Shen; Runze Chen; Jiangshan Hao (ACM Trans. Intell. Syst. Technol., 2024)

Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning. - Shidong Wang; Yangyang Shen; Fanwei Zeng; Meng Wang 009; Bohan Li 001; Dian Shen; Xiaodong Tang; Beilun Wang (Health Inf. Sci. Syst., 2024)

eMPTCP: A Framework to Fully Extend Multipath TCP. - Dian Shen; Bin Yang 027; Junxue Zhang 001; Fang Dong 001; John C. S. Lui (IEEE/ACM Trans. Netw., 2024)

Enhancing Network Traffic Prediction by Integrating Graph Transformer with a Temporal Model. - Xiucheng Sun; Runqun Xiong; Dian Shen; Junzhou Luo (APNet, 2025)

HiSpTRSV: Exploring Tile-Level Parallelism for SpTRSV Acceleration on FPGAs. - Fan Sun 005; Fang Dong 001; Dian Shen (DAC, 2025)

eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions. - Bin Yang 027; Dian Shen; Junxue Zhang 001; Hanlin Yang; Lunqi Zhao; Beilun Wang; Guyue Liu; Kai Chen 005 (EuroSys, 2025)

CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC. - Shuting Qiu; Fang Dong 001; Siyu Tan; Dian Shen; Ruiting Zhou; Qilin Fan (INFOCOM, 2025)

HyperCom: Enabling High Performance and Composable Data Structures for Software Network Functions with eBPF. - Bin Yang 027; Dian Shen; Hanlin Yang; Lunqi Zhao; Jianrui Liu; Jiantao Cheng; Beilun Wang (INFOCOM, 2025)

NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data. - Xiao Tan 005; Yangyang Shen; Yan Zhang 100; Jingwen Shao; Dian Shen; Meng Wang 009; Beilun Wang (WWW, 2025)

Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding. - Feifan Liu; Rong Gu 001; Meng Li 010; Haipeng Dai 001; Baohan Wang; Jie Tao; Dian Shen (Proc. ACM Manag. Data, 2025)

FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration. - Junxue Zhang 001; Xiaodian Cheng; Gang Cao; Meng Dai; Yijun Sun; Han Tian; Dian Shen; Yong Wang 046; Kai Chen 005 (CoRR, 2025)

Swift: Rethinking RDMA Control Plane for Elastic Computing. - Junxue Zhang 001; Han Tian; Xinyang Huang; Wenxue Li 004; Kaiqiang Xu; Dian Shen; Yong Wang 046; Kai Chen 005 (CoRR, 2025)

ADPTD: Adaptive Data Partition With Unbiased Task Dispatching for Video Analytics at the Edge. - Zhaowu Huang; Fang Dong 001; Haopeng Zhu; Mengyang Liu; Dian Shen; Ruiting Zhou; Xiaolin Guo; Baijun Chen (IEEE Internet Things J., 2025)

HPST-GT: Full-Link Delivery Time Estimation Via Heterogeneous Periodic Spatial-Temporal Graph Transformer. - Shuai Wang 008; Hai Wang 019; Li Lin 011; Xiaohui Zhao 006; Tian He 001; Dian Shen; Wei Xi 003 (IEEE Trans. Knowl. Data Eng., 2025)

Resource-Efficient DNN Inference With Early Exiting in Serverless Edge Computing. - Xiaolin Guo; Fang Dong 001; Dian Shen; Zhaowu Huang; Jinghui Zhang (IEEE Trans. Mob. Comput., 2025)

Multi-Dimensional Training Optimization for Efficient Federated Synergy Learning. - Shucun Fu; Fang Dong 001; Runze Chen; Dian Shen; Jinghui Zhang; Qiang He 001 (IEEE Trans. Mob. Comput., 2025)

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. - Haiyang Han; Heng Sun; Chang Zhou; Li Wei; Liang Xu; Dian Shen; Wenshu Hu (BMC Medical Imaging, 2025)

Enhancing Link Performance for Mobile LoRa Networks. - Ciyuan Chen; Zhuqing Xu; Runqun Xiong; Dian Shen; Weizheng Wang 001; Junzhou Luo; Xiaohua Jia (IEEE Trans. Mob. Comput., 2025)