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Shuiguang Deng
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- affiliation: Zhejiang University
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2020 – today
- 2024
- [j113]Yuxuan Yang, Siyuan Zhou
, He Weng
, Dongjing Wang
, Xin Zhang
, Dongjin Yu
, Shuiguang Deng:
Siamese learning based on graph differential equation for Next-POI recommendation. Appl. Soft Comput. 150: 111086 (2024) - [j112]Binbin Huang
, Xunqing Huang, Xiao Liu
, Chuntao Ding, Yuyu Yin, Shuiguang Deng:
Adaptive partitioning and efficient scheduling for distributed DNN training in heterogeneous IoT environment. Comput. Commun. 215: 169-179 (2024) - [j111]Dongjin Yu
, Gangming Guo
, Dongjing Wang
, Haiping Zhang, Bao Li, Guandong Xu, Shuiguang Deng:
Modeling dynamic spatio-temporal correlations and transitions with time window partitioning for traffic flow prediction. Expert Syst. Appl. 252: 124187 (2024) - [j110]Wenjuan Li
, Qifei Zhang, Shuiguang Deng
, Bin Zhou, Ben Wang, Jian Cao:
Q-Learning Improved Lightweight Consensus Algorithm for Blockchain-Structured Internet of Things. IEEE Internet Things J. 11(2): 2855-2869 (2024) - [j109]Qinghang Gao
, Jianmao Xiao, Hao Wang
, Yuanlong Cao
, Shuiguang Deng
, Zhiyong Feng
:
5G Ultradense Cellular-Network-Based Edge Demand Response: Energy Consumption Reduction. IEEE Internet Things J. 11(7): 12799-12814 (2024) - [j108]Yishan Chen
, Bo Li
, Wei Li
, Bowen Zeng
, Jianwei Yin, Shuiguang Deng
:
Blockchain-Based Nash Bargaining for Task Scheduling in IoT Edge Computing Environments. IEEE Internet Things J. 11(8): 13851-13864 (2024) - [j107]Yishan Chen
, Jie Wu
, Junxiao Han
, Hailiang Zhao
, Shuiguang Deng
:
A Game-Theoretic Approach-Based Task Offloading and Resource Pricing Method for Idle Vehicle Devices Assisted VEC. IEEE Internet Things J. 11(12): 21954-21969 (2024) - [j106]Jianmao Xiao, Zhipeng Xu
, Shiping Chen
, Gang Lei, Guodong Fan
, Yuanlong Cao, Shuiguang Deng, Zhiyong Feng
:
Confix: Combining node-level fix templates and masked language model for automatic program repair. J. Syst. Softw. 216: 112116 (2024) - [j105]Shuiguang Deng, Hailiang Zhao
, Binbin Huang
, Cheng Zhang
, Feiyi Chen
, Yinuo Deng, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Cloud-Native Computing: A Survey From the Perspective of Services. Proc. IEEE 112(1): 12-46 (2024) - [j104]Junxiao Han, Jiakun Liu, David Lo, Chen Zhi, Yishan Chen, Shuiguang Deng:
On the sustainability of deep learning projects: Maintainers' perspective. J. Softw. Evol. Process. 36(7) (2024) - [j103]Dongjing Wang
, Xin Zhang
, Yuyu Yin
, Dongjin Yu
, Guandong Xu
, Shuiguang Deng
:
Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation. ACM Trans. Inf. Syst. 42(1): 16:1-16:30 (2024) - [j102]Deng Zhao
, Zhangbing Zhou
, Wenbo Zhang
, Shuiguang Deng
, Xiao Xue
, Walid Gaaloul
:
CSTL: Compositional Signal Temporal Logic for Adaptive Edge Service Monitoring. IEEE Trans. Serv. Comput. 17(2): 482-496 (2024) - [j101]Guanjie Cheng
, Yewei Wang
, Shuiguang Deng, Zhengzhe Xiang
, Xueqiang Yan
, Peng Zhao, Schahram Dustdar
:
A Lightweight Authentication-Driven Trusted Management Framework for IoT Collaboration. IEEE Trans. Serv. Comput. 17(3): 747-760 (2024) - [j100]Cheng Zhang
, Jianwei Yin
, Shuiguang Deng
:
Ensuring Fairness in Edge Networks: A GNN-Based Media Workload Migration Scheme With Fairness Guarantee. IEEE Trans. Serv. Comput. 17(3): 934-948 (2024) - [j99]Hailiang Zhao
, Shuiguang Deng
, Zhengzhe Xiang
, Xueqiang Yan, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning. IEEE Trans. Serv. Comput. 17(3): 1168-1180 (2024) - [j98]Junxiao Han
, Jiahao Zhang
, David Lo
, Xin Xia
, Shuiguang Deng
, Minghui Wu
:
Understanding Newcomers' Onboarding Process in Deep Learning Projects. IEEE Trans. Software Eng. 50(3): 443-460 (2024) - [c116]Zhen Qin, Feiyi Chen, Chen Zhi, Xueqiang Yan, Shuiguang Deng:
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective. AAAI 2024: 14677-14685 - [c115]Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Hari Sundaram, Shuiguang Deng:
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. ACL (1) 2024: 5511-5558 - [c114]Feiyi Chen, Yingying Zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng:
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection. ICDE 2024: 747-760 - [c113]Yicheng Fu, Xiaoye Miao, Huanhuan Peng, Chongning Na, Shuiguang Deng, Jianwei Yin:
Online Query-Based Data Pricing with Time-Discounting Valuations. ICDE 2024: 3449-3461 - [c112]Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng:
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes. ICML 2024 - [c111]Feiyi Chen, Yingying Zhang, Lunting Fan, Yuxuan Liang, Guansong Pang, Qingsong Wen, Shuiguang Deng:
Cluster-Wide Task Slowdown Detection in Cloud System. KDD 2024: 266-277 - [c110]Lei Huang, Pan Lv
, Xin Du
, Ouwen Jin
, Shuiguang Deng
:
A Hierarchical Neural Task Scheduling Algorithm in the Operating System of Neuromorphic Computers. KSEM (4) 2024: 135-150 - [c109]Yinghao Chen
, Zehao Hu
, Chen Zhi
, Junxiao Han
, Shuiguang Deng
, Jianwei Yin
:
ChatUniTest: A Framework for LLM-Based Test Generation. SIGSOFT FSE Companion 2024: 572-576 - [c108]Junxiao Han, Yunkun Wang, Zhongxin Liu, Lingfeng Bao, Jiakun Liu, David Lo, Shuiguang Deng:
Sustainability Forecasting for Deep Learning Packages. SANER 2024: 981-992 - [c107]Zhen Qin
, Xueqiang Yan
, Mengchu Zhou
, Shuiguang Deng
:
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework. WWW 2024: 2914-2925 - [c106]Feiyi Chen
, Zhen Qin
, Mengchu Zhou
, Yingying Zhang
, Shuiguang Deng
, Lunting Fan
, Guansong Pang
, Qingsong Wen
:
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection. WWW 2024: 4138-4149 - [i27]Binbin Huang, Hailiang Zhao, Lingbin Wang, Wenzhuo Qian, Yuyu Yin, Shuiguang Deng:
Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning. CoRR abs/2402.06123 (2024) - [i26]Hao Lu, Xuesong Niu, Jiyao Wang, Yin Wang, Qingyong Hu, Jiaqi Tang, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Yingcong Chen, Shiguang Shan:
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. CoRR abs/2403.05916 (2024) - [i25]Bo Lin, Yingjing Xu, Xuanwen Bao, Zhou Zhao, Zuyong Zhang, Zhouyang Wang, Jie Zhang, Shuiguang Deng, Jianwei Yin:
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models. CoRR abs/2404.14755 (2024) - [i24]Guochang Li, Chen Zhi, Jialiang Chen, Junxiao Han, Shuiguang Deng:
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Automated Program Repair. CoRR abs/2406.05639 (2024) - [i23]Zhen Qin, Daoyuan Chen, Wenhao Zhang, Liuyi Yao, Yilun Huang, Bolin Ding, Yaliang Li, Shuiguang Deng:
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective. CoRR abs/2407.08583 (2024) - [i22]Hailiang Zhao, Xueyan Tang, Peng Chen, Jianwei Yin, Shuiguang Deng:
Data-Locality-Aware Task Assignment and Scheduling for Distributed Job Executions. CoRR abs/2407.08584 (2024) - 2023
- [b2]Javid Taheri
, Schahram Dustdar
, Albert Y. Zomaya
, Shuiguang Deng
:
Edge Intelligence - From Theory to Practice. Springer 2023, ISBN 978-3-031-22154-5, pp. 1-247 - [j97]Zhike Han, Bin Yang, Shuiguang Deng, Zhuorong Li
, Zhou Tong:
Category weighted network and relation weighted label for diabetic retinopathy screening. Comput. Biol. Medicine 152: 106408 (2023) - [j96]Xingliang Wang, Dongjing Wang
, Dongjin Yu, Runze Wu, Qimeng Yang, Shuiguang Deng, Guandong Xu
:
Intent-aware Graph Neural Network for Point-of-Interest embedding and recommendation. Neurocomputing 557: 126734 (2023) - [j95]Wenjuan Li
, Jian Cao, Bin Zhou, Shuiguang Deng, Qifei Zhang, Keyong Hu, Jing Li, Haili Zhao:
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search. Internet Things 22: 100751 (2023) - [j94]Qinghang Gao, Jianmao Xiao, Yuanlong Cao, Shuiguang Deng, Chuying Ouyang, Zhiyong Feng:
Blockchain-based collaborative edge computing: efficiency, incentive and trust. J. Cloud Comput. 12(1): 72 (2023) - [j93]Zhen Qin, Shuiguang Deng, Xueqiang Yan, Lu Lu, Mingyu Zhao, Yan Xi, Jianjun Wu, Tao Sun, Nanxiang Shi:
6G Data Plane: A Novel Architecture Enabling Data Collaboration with Arbitrary Topology. Mob. Networks Appl. 28(1): 394-405 (2023) - [j92]Yiming Wu
, Zhiyuan Xie, Shouling Ji
, Zhenguang Liu
, Xuhong Zhang, Changting Lin
, Shuiguang Deng
, Jun Zhou, Ting Wang
, Raheem Beyah:
Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study. IEEE Trans. Dependable Secur. Comput. 20(2): 1169-1185 (2023) - [j91]Shuiguang Deng
, Yishan Chen
, Gong Chen, Shouling Ji
, Jianwei Yin, Albert Y. Zomaya
:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - [j90]Yi Zhang
, Yiwen Zhang
, Dengcheng Yan
, Shuiguang Deng
, Yun Yang
:
Revisiting Graph-based Recommender Systems from the Perspective of Variational Auto-Encoder. ACM Trans. Inf. Syst. 41(3): 81:1-81:28 (2023) - [j89]Zhengzhe Xiang
, Yuhang Zheng, Zengwei Zheng
, Shuiguang Deng
, Minyi Guo
, Schahram Dustdar
:
Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning. IEEE/ACM Trans. Netw. 31(6): 2934-2949 (2023) - [j88]Hailiang Zhao
, Shuiguang Deng
, Feiyi Chen, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds. IEEE Trans. Parallel Distributed Syst. 34(1): 234-245 (2023) - [j87]Deng Zhao
, Zhangbing Zhou
, Patrick C. K. Hung
, Shuiguang Deng
, Xiao Xue
, Walid Gaaloul
:
CTL-Based Adaptive Service Composition in Edge Networks. IEEE Trans. Serv. Comput. 16(2): 1051-1065 (2023) - [j86]Meng Xi
, Jianwei Yin
, Zhengzi Xu
, Ying Li
, Shuiguang Deng, Yang Liu
:
Service Pattern Optimization: Focusing on Collaboration in Service Ecosystems. IEEE Trans. Serv. Comput. 16(6): 3958-3971 (2023) - [c105]Ouwen Jin, Qinghui Xing, Ying Li, Shuiguang Deng, Shuibing He, Gang Pan:
Mapping Very Large Scale Spiking Neuron Network to Neuromorphic Hardware. ASPLOS (3) 2023: 419-432 - [c104]Zhengzhe Xiang, Hao Yan, Yueshen Xu, Honghao Gao, Shuiguang Deng:
Cost-effective Service Deployment and Balanced Traffic Management on Edge. ICWS 2023: 78-83 - [c103]Yixuan Wu, Xingliang Wang, Siyu Deng, Fei Peng, Zhengxiong Tian, Jian Zhou, Shuiguang Deng:
Representation Enhancement based Cold Start Model for Elastic Compute Service Recommendation. ICWS 2023: 526-534 - [c102]Tianxiao Wang, Chen Zhi, Xiaoqun Zhou, Jinjie Wu, Jianwei Yin, Shuiguang Deng:
Data Constraint Mining for Automatic Reconciliation Scripts Generation. ISSTA 2023: 1119-1130 - [c101]Zhen Qin
, Shuiguang Deng
, Mingyu Zhao
, Xueqiang Yan
:
FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity. KDD 2023: 1954-1964 - [i21]Zhuokui Xie, Yinghao Chen, Chen Zhi, Shuiguang Deng, Jianwei Yin:
ChatUniTest: a ChatGPT-based automated unit test generation tool. CoRR abs/2305.04764 (2023) - [i20]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning. CoRR abs/2305.06572 (2023) - [i19]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey from the Perspective of Services. CoRR abs/2306.14402 (2023) - [i18]Feiyi Chen, Zhen Qin, Hailiang Zhao, Mengchu Zhou, Shuiguang Deng:
PePNet: A Periodicity-Perceived Workload Prediction Network Supporting Rare Occurrence of Heavy Workload. CoRR abs/2308.01917 (2023) - [i17]Zhen Qin, Feiyi Chen, Chen Zhi, Xueqiang Yan, Shuiguang Deng:
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective. CoRR abs/2309.16456 (2023) - [i16]Feiyi Chen, Zhen Qing, Yingying Zhang, Shuiguang Deng, Yi Xiao, Guansong Pang
, Qingsong Wen:
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Anomaly Detection. CoRR abs/2310.05668 (2023) - [i15]Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Shuiguang Deng, Hari Sundaram:
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. CoRR abs/2311.08588 (2023) - [i14]Feiyi Chen, Yingying Zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng:
MACE: A Multi-pattern Accommodated and Efficient Anomaly Detection Method in the Frequency Domain. CoRR abs/2311.16191 (2023) - [i13]Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng:
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes. CoRR abs/2312.06353 (2023) - [i12]Cheng Zhang, Yinuo Deng, Hailiang Zhao, Tianlv Chen, Shuiguang Deng:
Tail-Learning: Adaptive Learning Method for Mitigating Tail Latency in Autonomous Edge Systems. CoRR abs/2312.16883 (2023) - 2022
- [j85]Chen Zhi, Shuiguang Deng
, Junxiao Han, Jianwei Yin:
Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem. Autom. Softw. Eng. 29(1): 11 (2022) - [j84]Shuiguang Deng, Pan Lv, Ouwen Jin, Schahram Dustdar, Ying Li, De Ma, Zhaohui Wu, Gang Pan:
Darwin-S: A Reference Software Architecture for Brain-Inspired Computers. Computer 55(5): 51-63 (2022) - [j83]Yingying Wen
, Yiming Zhang
, Guanjie Cheng, Shuiguang Deng, Jianwei Yin:
A holistic evaluation methodology for configuring production data centers. Concurr. Comput. Pract. Exp. 34(25) (2022) - [j82]Jianwei Yin, Meng Xi
, Shuiguang Deng
, Siwei Tan, Jintao Chen, Yongna Wei, Zhaohui Wu, Schahram Dustdar
:
A Service Pattern-Oriented Computing Architecture for Service Ecosystems. IEEE Internet Comput. 26(1): 51-59 (2022) - [j81]Binbin Huang
, Xiao Liu, Yuanyuan Xiang, Dongjin Yu, Shuiguang Deng, Shangguang Wang:
Reinforcement learning for cost-effective IoT service caching at the edge. J. Parallel Distributed Comput. 168: 120-136 (2022) - [j80]Dongjin Yu, Jianjiang Chen, Dongjing Wang
, Yueshen Xu, Zhengzhe Xiang, Shuiguang Deng:
DSIM: dynamic and static interest mining for sequential recommendation. Knowl. Inf. Syst. 64(8): 2267-2288 (2022) - [j79]Yixuan Wu, Youpeng Hu, Xin Xiong, Xunkai Li, Ronghui Guo, Shuiguang Deng
:
Graph relation embedding network for click-through rate prediction. Knowl. Inf. Syst. 64(9): 2543-2564 (2022) - [j78]Zhengzhe Xiang
, Yuhang Zheng, Mengzhu He, Longxiang Shi, Dongjing Wang, Shuiguang Deng, Zengwei Zheng:
Energy-effective artificial internet-of-things application deployment in edge-cloud systems. Peer-to-Peer Netw. Appl. 15(2): 1029-1044 (2022) - [j77]Yingying Wen
, Guanjie Cheng, Shuiguang Deng, Jianwei Yin:
Characterizing and synthesizing the workflow structure of microservices in ByteDance Cloud. J. Softw. Evol. Process. 34(8) (2022) - [j76]Auday Al-Dulaimy
, Javid Taheri
, Andreas Kassler
, M. Reza HoseinyFarahabady
, Shuiguang Deng
, Albert Y. Zomaya
:
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications. IEEE Trans. Cloud Comput. 10(4): 2769-2786 (2022) - [j75]Guanjie Cheng
, Yan Chen, Shuiguang Deng
, Honghao Gao
, Jianwei Yin
:
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing. IEEE Trans. Comput. Soc. Syst. 9(1): 146-158 (2022) - [j74]Dongjing Wang
, Xin Zhang
, Zhengzhe Xiang
, Dongjin Yu
, Guandong Xu
, Shuiguang Deng
:
Sequential Recommendation Based on Multivariate Hawkes Process Embedding With Attention. IEEE Trans. Cybern. 52(11): 11893-11905 (2022) - [j73]Hailiang Zhao
, Shuiguang Deng
, Zijie Liu
, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. IEEE Trans. Mob. Comput. 21(12): 4296-4309 (2022) - [j72]Dongjing Wang
, Xin Zhang
, Yao Wan, Dongjin Yu
, Guandong Xu
, Shuiguang Deng
:
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation. IEEE Trans. Multim. 24: 4170-4182 (2022) - [j71]Shuiguang Deng
, Hailiang Zhao
, Zhengzhe Xiang
, Cheng Zhang, Rong Jiang
, Ying Li
, Jianwei Yin
, Schahram Dustdar
, Albert Y. Zomaya
:
Dependent Function Embedding for Distributed Serverless Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(10): 2346-2357 (2022) - [j70]Haowei Chen
, Shuiguang Deng
, Hongze Zhu
, Hailiang Zhao
, Rong Jiang
, Schahram Dustdar
, Albert Y. Zomaya
:
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration. IEEE Trans. Parallel Distributed Syst. 33(10): 2428-2443 (2022) - [j69]Bin Cao
, Jiaxing Wang
, Jing Fan, Shuiguang Deng
, Jian Yang
, Weiliang Zhao
, Jianwei Yin, Mengchu Zhou
:
ProDiff: A Process Difference Detection Method Based on Hierarchical Decomposition. IEEE Trans. Serv. Comput. 15(1): 513-526 (2022) - [j68]Hailiang Zhao
, Shuiguang Deng
, Zijie Liu
, Jianwei Yin, Schahram Dustdar
:
Distributed Redundant Placement for Microservice-based Applications at the Edge. IEEE Trans. Serv. Comput. 15(3): 1732-1745 (2022) - [j67]Meng Xi
, Jianwei Yin
, Jintao Chen, Ying Li
, Shuiguang Deng
:
Quantitative Assessment of Service Pattern: Framework, Language, and Metrics. IEEE Trans. Serv. Comput. 15(6): 3457-3470 (2022) - [c100]Yingying Wen
, Guanjie Cheng
, ShuiGuang Deng
, Jianwei Yin
:
Microservice Workflow Modeling for Affinity Scheduling to Improve the QoS. APWeb/WAIM (1) 2022: 313-328 - [c99]Jintao Chen, Jianwei Yin, Shuiguang Deng, Tiancheng Zhao, Meng Xi:
Service Regulation: Modeling and Recognition. ICSOC 2022: 89-104 - [c98]Haowei Chen, Shuiguang Deng, Hongze Zhu, Cheng Zhang:
Online Pricing-based Content Cache Trading for Multi-Provider Vehicular Networks. ICWS 2022: 349-354 - [c97]Fan Jiang, Yuanlong Cao, Jianmao Xiao, Hui Yi, Gang Lei, Min Liu, Shuiguang Deng, Hao Wang:
VDDL: A Deep Learning-Based Vulnerability Detection Model for Smart Contracts. ML4CS (1) 2022: 72-86 - [c96]Ye Wang, Yan Chen, Haotian Wu, Liyi Zhou, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchanges. WWW (Companion Volume) 2022: 12-19 - [c95]Qiang He, Zeqian Dong, Feifei Chen, Shuiguang Deng, Weifa Liang, Yun Yang:
Pyramid: Enabling Hierarchical Neural Networks with Edge Computing. WWW 2022: 1860-1870 - [e1]Shuiguang Deng, Albert Y. Zomaya, Ning Li:
Mobile Computing, Applications, and Services - 12th EAI International Conference, MobiCASE 2021, Virtual Event, November 13-14, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 434, Springer 2022, ISBN 978-3-030-99202-6 [contents] - [i11]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Dispatch Multi-Server Jobs in Bipartite Graphs with Unknown Service Rates. CoRR abs/2204.04371 (2022) - [i10]Zhen Qin, Xueqiang Yan, Mengchu Zhou, Shuiguang Deng:
Secure and Efficient Decentralized Federated Learning with Data Representation Protection. CoRR abs/2205.10568 (2022) - [i9]Bo Li, Shuiguang Deng, Xueqiang Yan, Schahram Dustdar:
The Confluence of Blockchain and 6G Network: Scenarios Analysis and Performance Assessment. CoRR abs/2207.04744 (2022) - [i8]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. CoRR abs/2208.08751 (2022) - 2021
- [j66]Gang Xue, Shuiguang Deng
, Di Liu, Zeming Yan:
Reaching consensus in decentralized coordination of distributed microservices. Comput. Networks 187: 107786 (2021) - [j65]Guobing Zou, Zhen Qin
, Shuiguang Deng
, Kuan-Ching Li
, Yanglan Gan, Bofeng Zhang:
Towards the optimality of service instance selection in mobile edge computing. Knowl. Based Syst. 217: 106831 (2021) - [j64]Jianwei Yin, Yan Tang, Shuiguang Deng
, Bangpeng Zheng
, Albert Y. Zomaya
:
MUSE: A Multi-Tierd and SLA-Driven Deduplication Framework for Cloud Storage Systems. IEEE Trans. Computers 70(5): 759-774 (2021) - [j63]Bo Lin
, Shuiguang Deng
, Honghao Gao
, Jianwei Yin
:
A Multi-Scale Activity Transition Network for Data Translation in EEG Signals Decoding. IEEE ACM Trans. Comput. Biol. Bioinform. 18(5): 1699-1709 (2021) - [j62]Shuiguang Deng
, Zhengzhe Xiang, Javid Taheri
, Mohammad Ali Khoshkholghi
, Jianwei Yin, Albert Y. Zomaya
, Schahram Dustdar
:
Optimal Application Deployment in Resource Constrained Distributed Edges. IEEE Trans. Mob. Comput. 20(5): 1907-1923 (2021) - [j61]Dongjing Wang
, Xin Zhang
, Dongjin Yu
, Guandong Xu
, Shuiguang Deng
:
CAME: Content- and Context-Aware Music Embedding for Recommendation. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1375-1388 (2021) - [j60]Shuiguang Deng
, Guanjie Cheng, Hailiang Zhao
, Honghao Gao, Jianwei Yin:
Incentive-Driven Computation Offloading in Blockchain-Enabled E-Commerce. ACM Trans. Internet Techn. 21(1): 9:1-9:19 (2021) - [j59]Bin Cao, Jiawei Wu, Sichao Wang, Honghao Gao, Jing Fan, Shuiguang Deng, Jianwei Yin, Xuan Liu
:
Unsupervised Derivation of Keyword Summary for Short Texts. ACM Trans. Internet Techn. 21(2): 45:1-45:23 (2021) - [j58]Ge Su
, Bo Lin, Wei Luo, Jianwei Yin, Shuiguang Deng, Honghao Gao, Renjun Xu
:
Hypomimia Recognition in Parkinson's Disease With Semantic Features. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 106:1-106:20 (2021) - [j57]Shuiguang Deng
, Cheng Zhang, Chang Li, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Burst Load Evacuation Based on Dispatching and Scheduling In Distributed Edge Networks. IEEE Trans. Parallel Distributed Syst. 32(8): 1918-1932 (2021) - [j56]Yiwen Zhang
, Guangming Cui
, Shuiguang Deng
, Feifei Chen, Yan Wang
, Qiang He
:
Efficient Query of Quality Correlation for Service Composition. IEEE Trans. Serv. Comput. 14(3): 695-709 (2021) - [j55]Yiwen Zhang
, Kaibin Wang, Qiang He
, Feifei Chen
, Shuiguang Deng
, Zibin Zheng
, Yun Yang
:
Covering-Based Web Service Quality Prediction via Neighborhood-Aware Matrix Factorization. IEEE Trans. Serv. Comput. 14(5): 1333-1344 (2021) - [j54]Dongjing Wang, Xingliang Wang, Zhengzhe Xiang, Dongjin Yu
, Shuiguang Deng, Guandong Xu:
Attentive sequential model based on graph neural network for next poi recommendation. World Wide Web 24(6): 2161-2184 (2021) - [c94]Junxiao Han, Shuiguang Deng, David Lo
, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent. ICSE (SEIP) 2021: 298-307 - [c93]Zhengzhe Xiang, Shuiguang Deng, Yuhang Zheng, Dongjing Wang, Javid Taheri, Zengwei Zheng:
Energy-effective IoT Services in Balanced Edge-Cloud Collaboration Systems. ICWS 2021: 219-229 - [c92]Yishan Chen, Shuiguang Deng, Jianwei Yin:
Incentive-driven Edge Cooperation for Service Provision. ICWS 2021: 588-597 - [c91]Ayeh Mahjoubi, Javid Taheri, Karl-Johan Grinnemo, Shuiguang Deng:
Optimal Placement of Recurrent Service Chains on Distributed Edge-Cloud Infrastructures. LCN 2021: 495-502 - [c90]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Jianwei Yin, Schahram Dustdar:
Distributed Redundancy Scheduling for Microservice-based Applications at the Edge. SERVICES 2021: 1 - [c89]Meng Xi, Jianwei Yin, Jintao Chen, Ying Li, Shuiguang Deng:
Quantitative Assessment of Service Pattern: Framework, Language, and Metrics. SERVICES 2021: 17 - [c88]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. USENIX Security Symposium 2021: 4205-4222 - [i7]Junxiao Han, Shuiguang Deng, David Lo, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent. CoRR abs/2103.01590 (2021) - [i6]Ye Wang, Yan Chen, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchange Markets. CoRR abs/2105.02784 (2021) - [i5]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Jianwei Yin:
Online Social Welfare Maximization with Spatio-Temporal Resource Mesh for Serverless. CoRR abs/2112.02456 (2021) - 2020
- [b1]Shuiguang Deng, Hongyue Wu, Jianwei Yin:
Mobile Service Computing. Springer 2020, ISBN 978-981-15-5920-4, pp. 1-329 - [j53]Junxiao Han, Emad Shihab, Zhiyuan Wan, Shuiguang Deng
, Xin Xia:
What do Programmers Discuss about Deep Learning Frameworks. Empir. Softw. Eng. 25(4): 2694-2747 (2020) - [j52]Li Kuang, Tao Gong, Shuyin OuYang, Honghao Gao, Shuiguang Deng
:
Offloading decision methods for multiple users with structured tasks in edge computing for smart cities. Future Gener. Comput. Syst. 105: 717-729 (2020) - [j51]Bangpeng Zheng, Jianwei Yin, Shuiguang Deng
, Zhaohui Wu, Schahram Dustdar:
A Service-oriented Network Infrastructure for Crossover Service Ecosystems. IEEE Internet Comput. 24(1): 48-58 (2020) - [j50]Shuiguang Deng
, Hailiang Zhao
, Weijia Fang
, Jianwei Yin, Schahram Dustdar
, Albert Y. Zomaya
:
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence. IEEE Internet Things J. 7(8): 7457-7469 (2020) - [j49]Yishan Chen, Shuiguang Deng
, Hongtao Ma, Jianwei Yin:
Deploying Data-intensive Applications with Multiple Services Components on Edge. Mob. Networks Appl. 25(2): 426-441 (2020) - [j48]Zhengzhe Xiang, Shuiguang Deng
, Javid Taheri, Albert Y. Zomaya
:
Dynamical Service Deployment and Replacement in Resource-Constrained Edges. Mob. Networks Appl. 25(2): 674-689 (2020) - [j47]Mohammad Ali Khoshkholghi
, Michel Gokan Khan, Kyoomars Alizadeh Noghani, Javid Taheri, Deval Bhamare, Andreas Kassler, Zhengzhe Xiang, Shuiguang Deng
, Xiaoxian Yang:
Service Function Chain Placement for Joint Cost and Latency Optimization. Mob. Networks Appl. 25(6): 2191-2205 (2020) - [j46]Shuiguang Deng
, Zhengzhe Xiang, Peng Zhao
, Javid Taheri
, Honghao Gao
, Jianwei Yin, Albert Y. Zomaya
:
Dynamical Resource Allocation in Edge for Trustable Internet-of-Things Systems: A Reinforcement Learning Method. IEEE Trans. Ind. Informatics 16(9): 6103-6113 (2020) - [j45]Bo Lin
, Wei Luo, Zhiling Luo, Bo Wang, Shuiguang Deng
, Jianwei Yin, Mengchu Zhou:
Bradykinesia Recognition in Parkinson's Disease via Single RGB Video. ACM Trans. Knowl. Discov. Data 14(2): 16:1-16:19 (2020) - [j44]Qiang He
, Guangming Cui
, Xuyun Zhang
, Feifei Chen
, Shuiguang Deng
, Hai Jin
, Yanhui Li
, Yun Yang
:
A Game-Theoretical Approach for User Allocation in Edge Computing Environment. IEEE Trans. Parallel Distributed Syst. 31(3): 515-529 (2020) - [c87]Meng Xi, Jianwei Yin, Yongna Wei, Maolin Zhang, Shuiguang Deng
, Ying Li:
A Scenario-based Modeling Method for Crossover Services. SCC 2020: 20-29 - [c86]Jintao Chen, Jianwei Yin, Meng Xi, Siwei Tan, Yongna Wei, Shuiguang Deng
:
Service Pattern Modeling and Simulation: A Case Study of Rural Taobao. SCC 2020: 38-47 - [c85]Jianwei Yin, Siwei Tan, Meng Xi, Jintao Chen, Yongna Wei, Shuiguang Deng
:
JTang Dubhe: a Service Pattern Modeling and Analysis System. SCC 2020: 438-445 - [c84]Chen Zhi, Jianwei Yin, Junxiao Han, Shuiguang Deng
:
A Preliminary Study on Sensitive Information Exposure Through Logging. APSEC 2020: 470-474 - [c83]Zhengzhe Xiang, Shuiguang Deng
, Yuhang Zheng, Dongjing Wang, Cheng Zhang, Yuanyi Chen, Zengwei Zheng:
Activate Cost-Effective Mobile Crowd Sensing with Multi-access Edge Computing. ChinaCom 2020: 78-97 - [c82]Bo Lin, Shuiguang Deng
, Jianwei Yin, Jindi Zhang, Ying Li, Honghao Gao:
FocAnnot: Patch-Wise Active Learning for Intensive Cell Image Segmentation. CollaborateCom (2) 2020: 355-371 - [c81]Junxiao Han, Shuiguang Deng
, David Lo
, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Dependency Networks of Deep Learning Libraries. ICSME 2020: 868-878 - [c80]Guanjie Cheng, Shuiguang Deng
, Zhengzhe Xiang, Yan Chen, Jianwei Yin:
An Auction-Based Incentive Mechanism with Blockchain for IoT Collaboration. ICWS 2020: 17-26 - [c79]Zhengzhe Xiang, Shuiguang Deng
, Fangqiao Jiang, Honghao Gao, Javid Taheri, Jianwei Yin:
Computing Power Allocation and Traffic Scheduling for Edge Service Provisioning. ICWS 2020: 394-403 - [c78]Michel Gokan Khan
, Javid Taheri, Mohammad Ali Khoshkholghi
, Andreas Kassler, Carolyn Cartwright, Marian Darula, Shuiguang Deng
:
A Performance Modelling Approach for SLA-Aware Resource Recommendation in Cloud Native Network Functions. NetSoft 2020: 292-300 - [c77]Jintao Chen, Jianwei Yin, Meng Xi, Siwei Tan, Yongna Wei, Shuiguang Deng
:
A Rule-based Service Pattern Convergence Framework for Crossover Service. ICSS 2020: 16-22 - [i4]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin:
Placement is not Enough: Embedding with Proactive Stream Mapping on the Heterogenous Edge. CoRR abs/2012.04158 (2020) - [i3]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. CoRR abs/2012.14108 (2020)
2010 – 2019
- 2019
- [j43]Qiang Yang
, Siyang Sun, Shuiguang Deng
, Qinglin Zhao
, MengChu Zhou
:
Optimal Sizing of PEV Fast Charging Stations With Markovian Demand Characterization. IEEE Trans. Smart Grid 10(4): 4457-4466 (2019) - [j42]Bin Cao
, Chenyu Hou, Hongjie Peng, Jing Fan, Jian Yang
, Jianwei Yin, Shuiguang Deng
:
Predicting e-book ranking based on the implicit user feedback. World Wide Web 22(2): 637-655 (2019) - [c76]Chen Zhi, Shuiguang Deng
, Jianwei Yin, Min Fu, Hai Zhu, Yuanping Li, Tao Xie:
Quality Assessment for Large-Scale Industrial Software Systems: Experience Report at Alibaba. APSEC 2019: 142-149 - [c75]Bo Lin, Jianwei Yin, Qiang Shu, Shuiguang Deng
, Ying Li, Pingping Jiang, Rulai Yang, Calton Pu:
Integration of Machine Learning Techniques as Auxiliary Diagnosis of Inherited Metabolic Disorders: Promising Experience with Newborn Screening Data. CollaborateCom 2019: 334-349 - [c74]Junxiao Han, Shuiguang Deng
, Xin Xia, Dongjing Wang
, Jianwei Yin:
Characterization and Prediction of Popular Projects on GitHub. COMPSAC (1) 2019: 21-26 - [c73]Chen Zhi, Jianwei Yin, Shuiguang Deng
, Maoxin Ye, Min Fu, Tao Xie:
An Exploratory Study of Logging Configuration Practice in Java. ICSME 2019: 459-469 - [c72]Yiwen Zhang, Lei Wu, Qiang He, Feifei Chen, Shuiguang Deng
, Yun Yang:
Diversified Quality Centric Service Recommendation. ICWS 2019: 126-133 - [c71]Hailiang Zhao
, Shuiguang Deng
, Cheng Zhang, Wei Du, Qiang He, Jianwei Yin:
A Mobility-Aware Cross-Edge Computation Offloading Framework for Partitionable Applications. ICWS 2019: 193-200 - [c70]Hongyue Wu, Shuiguang Deng
, Wei Li, Jianwei Yin, Xiaohong Li, Zhiyong Feng, Albert Y. Zomaya
:
Mobility-Aware Service Selection in Mobile Edge Computing Systems. ICWS 2019: 201-208 - [c69]Yishan Chen, Shuiguang Deng
, Hailiang Zhao
, Qiang He, Ying Li, Honghao Gao:
Data-Intensive Application Deployment at Edge: A Deep Reinforcement Learning Approach. ICWS 2019: 355-359 - [c68]Meng Xi, Ying Li, Yongna Wei, Naibo Wang
, Yuyu Yin
, Zhiling Luo, Shuiguang Deng
, Yihua Mao, Jianwei Yin:
A Scenario-Based Requirement Model for Crossover Healthcare Service. SERVICES 2019: 252-259 - [i2]Shuiguang Deng, Hailiang Zhao, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence: the Confluence of Edge Computing and Artificial Intelligence. CoRR abs/1909.00560 (2019) - [i1]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Jianwei Yin, Schahram Dustdar:
Distributed Redundancy Scheduling for Microservice-based Applications at the Edge. CoRR abs/1911.03600 (2019) - 2018
- [j41]Shuiguang Deng
, Zhengzhe Xiang, Jianwei Yin, Javid Taheri
, Albert Y. Zomaya
:
Composition-Driven IoT Service Provisioning in Distributed Edges. IEEE Access 6: 54258-54269 (2018) - [j40]Cheng Zhang, Hailiang Zhao
, Shuiguang Deng
:
A Density-Based Offloading Strategy for IoT Devices in Edge Computing Systems. IEEE Access 6: 73520-73530 (2018) - [j39]Qinglan Peng, Mengchu Zhou
, Qiang He, Yunni Xia
, Chunrong Wu, Shuiguang Deng
:
Multi-Objective Optimization for Location Prediction of Mobile Devices in Sensor-Based Applications. IEEE Access 6: 77123-77132 (2018) - [j38]Dongjing Wang
, Shuiguang Deng
, Guandong Xu:
Sequence-based context-aware music recommendation. Inf. Retr. J. 21(2-3): 230-252 (2018) - [j37]Li Kuang
, Yujia Zhu
, Shuqi Li
, Xuejin Yan
, Han Yan
, Shuiguang Deng
:
A Privacy Protection Model of Data Publication Based on Game Theory. Secur. Commun. Networks 2018: 3486529:1-3486529:13 (2018) - [j36]Jianwei Yin, Yan Tang, Shuiguang Deng
, Ying Li, Albert Y. Zomaya
:
D3: A Dynamic Dual-Phase Deduplication Framework for Distributed Primary Storage. IEEE Trans. Computers 67(2): 193-207 (2018) - [j35]Dongjing Wang
, Shuiguang Deng
, Xin Zhang, Guandong Xu:
Learning to embed music and metadata for context-aware music recommendation. World Wide Web 21(5): 1399-1423 (2018) - [c67]Junxiang Wang, Jianwei Yin, Shuiguang Deng
, Ying Li, Calton Pu, Yan Tang, Zhiling Luo:
Evaluating User Satisfaction with Typography Designs via Mining Touch Interaction Data in Mobile Reading. CHI 2018: 113 - [c66]Michel Gokan Khan
, Saeed Bastani, Javid Taheri, Andreas Kassler, Shuiguang Deng
:
NFV-Inspector: A Systematic Approach to Profile and Analyze Virtual Network Functions. CloudNet 2018: 1-7 - [c65]Hongyue Wu, Shuiguang Deng
, Wei Li, Samee U. Khan
, Jianwei Yin, Albert Y. Zomaya
:
Request Dispatching for Minimizing Service Response Time in Edge Cloud Systems. ICCCN 2018: 1-9 - [c64]Jianwei Yin, Bangpeng Zheng, Shuiguang Deng
, Yingying Wen
, Meng Xi, Zhiling Luo, Ying Li:
Crossover Service: Deep Convergence for Pattern, Ecosystem, Environment, Quality and Value. ICDCS 2018: 1250-1257 - [c63]Hongyue Wu, Shuiguang Deng
, Wei Li, Min Fu, Jianwei Yin, Albert Y. Zomaya
:
Service Selection for Composition in Mobile Edge Computing Systems. ICWS 2018: 355-358 - 2017
- [j34]ShuiGuang Deng
, Hongyue Wu, Wei Tan, Zhengzhe Xiang, Zhaohui Wu:
Mobile Service Selection for Composition: An Energy Consumption Perspective. IEEE Trans Autom. Sci. Eng. 14(3): 1478-1490 (2017) - [j33]Jianwei Yin, Yan Tang, ShuiGuang Deng
, Ying Li, Wei Lo, Kexiong Dong, Albert Y. Zomaya
, Calton Pu:
ASSER: An Efficient, Reliable, and Cost-Effective Storage Scheme for Object-Based Cloud Storage Systems. IEEE Trans. Computers 66(8): 1326-1340 (2017) - [j32]ShuiGuang Deng
, Dongjing Wang
, Ying Li, Bin Cao, Jianwei Yin, Zhaohui Wu, Mengchu Zhou:
A Recommendation System to Facilitate Business Process Modeling. IEEE Trans. Cybern. 47(6): 1380-1394 (2017) - [j31]ShuiGuang Deng
, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu:
On Deep Learning for Trust-Aware Recommendations in Social Networks. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1164-1177 (2017) - [j30]ShuiGuang Deng
, Longtao Huang, Javid Taheri, Jianwei Yin, MengChu Zhou, Albert Y. Zomaya
:
Mobility-Aware Service Composition in Mobile Communities. IEEE Trans. Syst. Man Cybern. Syst. 47(3): 555-568 (2017) - [c62]Hongyue Wu, Shuiguang Deng
, Wei Li, Jianwei Yin, Qiang Yang, Zhaohui Wu, Albert Y. Zomaya
:
Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing. ICSOC 2017: 625-640 - [c61]Shengpeng Liu, Ying Li, Guangyu Sun, Binbin Fan, ShuiGuang Deng
:
Hierarchical RNN Networks for Structured Semantic Web API Model Learning and Extraction. ICWS 2017: 708-713 - [c60]Dongjing Wang
, Guandong Xu, ShuiGuang Deng
:
Music recommendation via heterogeneous information graph embedding. IJCNN 2017: 596-603 - 2016
- [j29]ShuiGuang Deng
, Longtao Huang, Hongyue Wu, Wei Tan, Javid Taheri, Albert Y. Zomaya
, Zhaohui Wu:
Toward Mobile Service Computing: Opportunities and Challenges. IEEE Cloud Comput. 3(4): 32-41 (2016) - [j28]Yueshen Xu, Jianwei Yin, ShuiGuang Deng
, Neal N. Xiong, Jianbin Huang:
Context-aware QoS prediction for web service recommendation and selection. Expert Syst. Appl. 53: 75-86 (2016) - [j27]Yifei Xu, ShuiGuang Deng
, Xiaoli Li
, Yong He:
A sparse unmixing model based on NMF and its application in Raman image. Neurocomputing 207: 120-130 (2016) - [j26]Xingjian Lu, Jianwei Yin, Neal N. Xiong
, ShuiGuang Deng
, Gaoqi He
, Huiqun Yu:
JTangCMS: An efficient monitoring system for cloud platforms. Inf. Sci. 370-371: 402-423 (2016) - [j25]ShuiGuang Deng
, Longtao Huang, Ying Li, Honggeng Zhou
, Zhaohui Wu, Xiongfei Cao, Mikhail Yu. Kataev, Ling Li:
Toward Risk Reduction for Mobile Service Composition. IEEE Trans. Cybern. 46(8): 1807-1816 (2016) - [j24]ShuiGuang Deng
, Hongyue Wu, Javid Taheri, Albert Y. Zomaya
, Zhaohui Wu:
Cost Performance Driven Service Mashup: A Developer Perspective. IEEE Trans. Parallel Distributed Syst. 27(8): 2234-2247 (2016) - [j23]ShuiGuang Deng
, Hongyue Wu, Daning Hu, J. Leon Zhao:
Service Selection for Composition with QoS Correlations. IEEE Trans. Serv. Comput. 9(2): 291-303 (2016) - [j22]ShuiGuang Deng
, Longtao Huang, Daning Hu, J. Leon Zhao, Zhaohui Wu:
Mobility-Enabled Service Selection for Composite Services. IEEE Trans. Serv. Comput. 9(3): 394-407 (2016) - [j21]Zhaohui Wu, Jianwei Yin, ShuiGuang Deng
, Jian Wu, Ying Li, Liang Chen:
Modern Service Industry and Crossover Services: Development and Trends in China. IEEE Trans. Serv. Comput. 9(5): 664-671 (2016) - [c59]Hongyue Wu, ShuiGuang Deng
, Jianwei Yin:
Revenue-Driven Service Provision for Mobile Hosts. ICSOC Workshops 2016: 145-151 - [c58]ShuiGuang Deng
, Longtao Huang, Hongyue Wu, Zhaohui Wu:
Constraints-Driven Service Composition in Mobile Cloud Computing. ICWS 2016: 228-235 - [c57]Zhengzhe Xiang, ShuiGuang Deng
, Songguo Liu, Bin Cao, Jianwei Yin:
CAMER: A Context-Aware Mobile Service Recommendation System. ICWS 2016: 292-299 - [c56]Yiwen Zhang
, Guangming Cui, ShuiGuang Deng
, Qiang He:
Alliance-Aware Service Composition Based on Quotient Space. ICWS 2016: 340-347 - [c55]Yan Tang, Jianwei Yin, ShuiGuang Deng
, Ying Li:
DIODE: Dynamic Inline-Offline DE Duplication Providing Efficient Space-Saving and Read/Write Performance for Primary Storage Systems. MASCOTS 2016: 481-486 - [c54]Dongjing Wang
, ShuiGuang Deng
, Xin Zhang, Guandong Xu:
Learning Music Embedding with Metadata for Context Aware Recommendation. ICMR 2016: 249-253 - [c53]Dongjing Wang
, ShuiGuang Deng
, Guandong Xu:
GEMRec: A Graph-Based Emotion-Aware Music Recommendation Approach. WISE (1) 2016: 92-106 - [c52]Dongjing Wang
, ShuiGuang Deng, Songguo Liu, Guandong Xu:
Improving Music Recommendation Using Distributed Representation. WWW (Companion Volume) 2016: 125-126 - 2015
- [j20]ShuiGuang Deng
, Yifei Xu, Xiaoli Li
, Yong He:
Moisture content prediction in tealeaf with near infrared hyperspectral imaging. Comput. Electron. Agric. 118: 38-46 (2015) - [j19]ShuiGuang Deng
, Yifei Xu, Xiaoli Li
, Yong He:
An infinite Gaussian mixture model with its application in hyperspectral unmixing. Expert Syst. Appl. 42(4): 1987-1997 (2015) - [j18]ShuiGuang Deng
, Dongjing Wang
, Xitong Li, Guandong Xu:
Exploring user emotion in microblogs for music recommendation. Expert Syst. Appl. 42(23): 9284-9293 (2015) - [j17]ShuiGuang Deng
, Yifei Xu, Yong He
, Jianwei Yin, Zhaohui Wu:
A hyperspectral image classification framework and its application. Inf. Sci. 299: 379-393 (2015) - [j16]ShuiGuang Deng
, Longtao Huang, Javid Taheri, Albert Y. Zomaya
:
Computation Offloading for Service Workflow in Mobile Cloud Computing. IEEE Trans. Parallel Distributed Syst. 26(12): 3317-3329 (2015) - [c51]Zhengzhe Xiang, ShuiGuang Deng
, Honghao Gao:
Service Selection Using Service Clusters. SCC 2015: 769-772 - [c50]Yan Tang, Jianwei Yin, Wei Lo, Ying Li, ShuiGuang Deng
, Kexiong Dong, Calton Pu:
MICS: Mingling Chained Storage Combining Replication and Erasure Coding. SRDS 2015: 192-201 - 2014
- [j15]ShuiGuang Deng
, Longtao Huang, Guandong Xu:
Social network-based service recommendation with trust enhancement. Expert Syst. Appl. 41(18): 8075-8084 (2014) - [j14]Jianwei Yin, Wei Lo, ShuiGuang Deng
, Ying Li, Zhaohui Wu, Naixue Xiong:
Colbar: A collaborative location-based regularization framework for QoS prediction. Inf. Sci. 265: 68-84 (2014) - [j13]ShuiGuang Deng
, Longtao Huang, Jian Wu, Zhaohui Wu:
Trust-Based Personalized Service Recommendation: A Network Perspective. J. Comput. Sci. Technol. 29(1): 69-80 (2014) - [j12]ShuiGuang Deng
, Longtao Huang, Ying Li, Jianwei Yin:
Deploying Data-Intensive Service Composition with a Negative Selection Algorithm. Int. J. Web Serv. Res. 11(1): 76-93 (2014) - [j11]ShuiGuang Deng
, Longtao Huang, Wei Tan, Zhaohui Wu:
Top-k Automatic Service Composition: A Parallel Method for Large-Scale Service Sets. IEEE Trans Autom. Sci. Eng. 11(3): 891-905 (2014) - [j10]Ying Li, Bin Cao, Lida Xu, Jianwei Yin, ShuiGuang Deng
, Yuyu Yin
, Zhaohui Wu:
An Efficient Recommendation Method for Improving Business Process Modeling. IEEE Trans. Ind. Informatics 10(1): 502-513 (2014) - [c49]Longtao Huang, ShuiGuang Deng
:
Service Selection for Mobile Service Orchestration. IEEE MS 2014: 147-148 - 2013
- [j9]Yuyu Yin
, ShuiGuang Deng
:
Analysing and determining substitutability of different granularity Web services. Int. J. Comput. Math. 90(11): 2201-2220 (2013) - [j8]ShuiGuang Deng
, Bin Wu, Jianwei Yin, Zhaohui Wu:
Efficient planning for top-K Web service composition. Knowl. Inf. Syst. 36(3): 579-605 (2013) - [c48]Ying Li, ShuiGuang Deng
, Guoray Cai, Yuyu Yin
:
2012 International Workshop on Data Intensive Services Based Application (DISA2012). ICSOC Workshops 2013: 85-86 - [c47]Bin Cao, Jianwei Yin, Ying Li, ShuiGuang Deng
:
A Maximal Common Subgraph Based Method for Process Retrieval. ICWS 2013: 316-323 - 2012
- [c46]Wei Lo, Jianwei Yin, ShuiGuang Deng
, Ying Li, Zhaohui Wu:
An Extended Matrix Factorization Approach for QoS Prediction in Service Selection. IEEE SCC 2012: 162-169 - [c45]Bin Cao, Jianwei Yin, ShuiGuang Deng
, Dongjing Wang
, Zhaohui Wu:
Graph-based workflow recommendation: on improving business process modeling. CIKM 2012: 1527-1531 - [c44]Bin Cao, Jianwei Yin, ShuiGuang Deng
, Yueshen Xu, Youneng Xiao, Zhaohui Wu:
A highly efficient cloud-based architecture for large-scale STB event processing: industry article. DEBS 2012: 314-323 - [c43]Xingjian Lu, Jianwei Yin, Ying Li, ShuiGuang Deng
, Mingfa Zhu:
An Efficient Data Dissemination Approach for Cloud Monitoring. ICSOC 2012: 733-747 - [c42]Wei Lo, Jianwei Yin, ShuiGuang Deng
, Ying Li, Zhaohui Wu:
Collaborative Web Service QoS Prediction with Location-Based Regularization. ICWS 2012: 464-471 - 2011
- [j7]Xinyu Yuan, Ying Li, ShuiGuang Deng, Jie Chen:
Improved Affine Partition Algorithm for Compile-Time and Runtime Performance. Intell. Autom. Soft Comput. 17(8): 1179-1191 (2011) - [c41]Bin Wu, ShuiGuang Deng
, Ying Li, Jian Wu, Jianwei Yin:
Reference Models for Saas Oriented Business Workflow Management Systems. IEEE SCC 2011: 242-249 - [c40]Liang Chen, Liukai Hu, Zibin Zheng
, Jian Wu, Jianwei Yin, Ying Li, ShuiGuang Deng
:
WTCluster: Utilizing Tags for Web Services Clustering. ICSOC 2011: 204-218 - [c39]Bin Wu, ShuiGuang Deng
, Ying Li, Jian Wu, Jianwei Yin:
AWSP: An Automatic Web Service Planner Based on Heuristic State Space Search. ICWS 2011: 403-410 - [c38]Longtao Huang, ShuiGuang Deng
, Ying Li, Jian Wu, Jianwei Yin:
Data-Dependency Aware Trust Evaluation for Service Choreography. ICWS 2011: 708-709 - 2010
- [j6]Yuyu Yin, Ying Li, Jianwei Yin, ShuiGuang Deng:
Proof as Composition: An approach for the Large-granularity Web Services Composition. J. Digit. Content Technol. its Appl. 4(3): 15-34 (2010) - [c37]Lu Jin, Jian Wu, Jianwei Yin, Yin Li, ShuiGuang Deng
:
Improve Service Interface Adaptation Using Sub-ontology Extraction. IEEE SCC 2010: 170-177 - [c36]Ying Li, Yuanlei Lu, Yuyu Yin
, ShuiGuang Deng
, Jianwei Yin:
Towards QoS-Based Dynamic Reconfiguration of SOA-Based Applications. APSCC 2010: 107-114 - [c35]Li Kuang
, Yingjie Xia, ShuiGuang Deng
, Jian Wu:
Analyzing Behavioral Substitution of Web Services Based on Pi-calculus. ICWS 2010: 441-448 - [c34]Liang Chen, Jian Wu, Ru Jia, ShuiGuang Deng
, Ying Li:
Recommendation on Uncertain Services. ICWS 2010: 683-684 - [c33]Bin Wu, Jian Wu, ShuiGuang Deng
, Ying Li, Jianwei Yin:
Automatic Composition of Semantic Web Services An Enhanced State Space Search Approach. ICSS 2010: 226-230 - [c32]Liang Chen, Jian Wu, ShuiGuang Deng
, Ying Li:
Service Recommendation: Similarity-Based Representative Skyline. SERVICES 2010: 360-366
2000 – 2009
- 2009
- [j5]Jianwei Yin, Hanwei Chen, ShuiGuang Deng
, Zhaohui Wu, Calton Pu:
A Dependable ESB Framework for Service Integration. IEEE Internet Comput. 13(2): 26-34 (2009) - [j4]ShuiGuang Deng, Zhaohui Wu, Jian Wu, Ying Li, Jianwei Yin:
An Efficient Service Discovery Method and its Application. Int. J. Web Serv. Res. 6(4): 94-117 (2009) - [j3]Zhaohui Wu, ShuiGuang Deng
, Ying Li, Jian Wu:
Computing compatibility in dynamic service composition. Knowl. Inf. Syst. 19(1): 107-129 (2009) - [c31]Lu Jin, Jian Wu, Jianwei Yin, Ying Li, ShuiGuang Deng
:
Ontology Alignment Based Service Interface Adaptation. IEEE SCC 2009: 494-497 - [c30]Li Kuang
, ShuiGuang Deng
, Jian Wu, Ying Li:
Towards Adaptation of Service Interface Semantics. ICWS 2009: 279-286 - [c29]Yuyu Yin
, Ying Li, Jianwei Yin, ShuiGuang Deng
, Wei Shi:
Ensuring Correctness of Dynamic Reconfiguration in SOA Based Software. SERVICES I 2009: 599-606 - 2008
- [c28]Bin Wu, ShuiGuang Deng, Jian Wu, Ying Li, Li Kuang
, Jianwei Yin:
Service Behavioral Adaptation Based on Dependency Graph. APSCC 2008: 1276-1281 - [c27]Yuyu Yin
, Ying Li, ShuiGuang Deng
, Wu Jian:
Verifying Consistency of Web Services Behavior. APSCC 2008: 1308-1314 - [c26]Yuyu Yin
, Jianwei Yin, Ying Li, ShuiGuang Deng:
Verifying Consistency of Web Services Behavior Using Type Theory. APSCC 2008: 1560-1567 - [c25]ShuiGuang Deng
, Zhaohui Wu, Jian Wu, Ying Li:
An efficient two-phase service discovery mechanism. WWW 2008: 1189-1190 - 2007
- [j2]Huajun Chen, Yuxin Mao, Xiaoqing Zheng, Meng Cui, Yi Feng, ShuiGuang Deng
, Aining Yin, Chunying Zhou, Jingming Tang, Xiaohong Jiang, Zhaohui Wu:
Towards Semantic e-Science for Traditional Chinese Medicine. BMC Bioinform. 8(S-3) (2007) - [c24]Li Kuang
, Jian Wu, Ying Li, ShuiGuang Deng, Zhaohui Wu:
Exploring Dependency between Interfaces in Service Matchmaking. IEEE SCC 2007: 506-513 - [c23]Yuyu Yin
, Ying Li, ShuiGuang Deng
, Li Kuang
, Jian Wu:
Automating Service Matchmaking using Type Theory. IEEE SCC 2007: 723-724 - [c22]Fuwei Fan, Ying Li, ShuiGuang Deng
:
Time Management for Web Service Composition. CSCWD 2007: 550-555 - [c21]Li Kuang
, Ying Li, Jian Wu, ShuiGuang Deng, Zhaohui Wu:
Inverted Indexing for Composition-Oriented Service Discovery. ICWS 2007: 257-264 - 2006
- [c20]ShuiGuang Deng
, Jian Wu, Ying Li, Zhaohui Wu:
Consideration of Operation Composition in Semantic Service Matchmaking. IEEE SCC 2006: 249-252 - [c19]Wei Shi, Jian Wu, ShuiGuang Deng
, Li Kuang, Huajun Chen, Dongcai Shi, Zhao Xu, Zhiyong Ye, Zhaohui Wu, Xiaohong Qian, Xiuhai Chen, Quanming Xu, Feihu Chen:
ITSGrid: A Novel Integrated Intelligent Transportation Information and Service Platform. IEEE SCC 2006: 519 - [c18]ShuiGuang Deng
, Ying Li, Haijiang Xia, Jian Wu, Zhaohui Wu:
Exploring the Flexible Workflow Technology to Automate Service Composition. ASWC 2006: 444-458 - [c17]Zhiwei Chen, Jian Wu, ShuiGuang Deng
, Ying Li, Zhaohui Wu:
Describing and Verifying Web Service Using Type Theory. CSCWD 2006: 746-750 - [c16]Li Kuang, Jian Wu, ShuiGuang Deng
, Ying Li, Zhaohui Wu:
Service Classification Using Adaptive Back-Propagation Neural Network and Semantic Similarity. CSCWD 2006: 834-838 - [c15]ShuiGuang Deng
, Zhaohui Wu, Mengchu Zhou, Ying Li, Jian Wu:
Modeling Service Compatibility with Pi-calculus for Choreography. ER 2006: 26-39 - [c14]ShuiGuang Deng
, Jian Wu, Ying Li, Zhaohui Wu:
Service Matchmaking Based on Semantics and Interface Dependencies. WAIM 2006: 240-251 - [c13]Li Kuang, Ying Li, ShuiGuang Deng
, Jian Wu, Wei Shi, Zhaohui Wu:
Expressing Service and Query Behavior Using pi-Calculus for Matchmaking. Web Intelligence 2006: 629-632 - 2005
- [j1]Zhaohui Wu, Shuming Tang, ShuiGuang Deng
, Jian Wu, Huajun Chen, Haijun Gao:
DartGrid II: A Semantic Grid Platform for ITS. IEEE Intell. Syst. 20(3): 12-15 (2005) - [c12]Yueping Jin, Zhaohui Wu, ShuiGuang Deng
, Zhen Yu:
Service-Oriented Workflow Model. AINA 2005: 484-488 - [c11]Zhaohui Wu, Huajun Chen, ShuiGuang Deng
, Yuxing Mao:
DartGrid: RDF-Mediated Database Integration and Process Coordination Using Grid as the Platform. APWeb 2005: 351-363 - [c10]Li Kuang
, ShuiGuang Deng
, Ying Li, Wei Shi, Zhaohui Wu:
Exploring Semantic Technologies in Service Matchmakin. ECOWS 2005: 226-234 - 2004
- [c9]Zhaohui Wu, ShuiGuang Deng, Ying Li:
Introducing EAI and Service Components into Process Management. IEEE SCC 2004: 271-276 - [c8]Ying Li, Zhaohui Wu, ShuiGuang Deng
:
Research on Service-Oriented Software Framework. GCC Workshops 2004: 27-35 - [c7]Chuan Lin, Zhaohui Wu, ShuiGuang Deng
, Li Kuang:
Automatic Service Matching and Service Discovery Based on Ontology. GCC Workshops 2004: 99-106 - [c6]ShuiGuang Deng
, Zhaohui Wu, Zhen Yu, Lican Huang:
A Secure Process-Service Model. International Conference on Computational Science 2004: 627-630 - [c5]ShuiGuang Deng
, Zhen Yu, Zhaohui Wu, Lican Huang:
Enhancement of workflow flexibility by composing activities at run-time. SAC 2004: 667-673 - [c4]ShuiGuang Deng
, Zhaohui Wu, Ying Li:
ASCEND: a framework for automatic service composition and execution in dynamic environment. SMC (4) 2004: 3457-3461 - [c3]ShuiGuang Deng
, Zhaohui Wu, Li Kuang, Chuan Lin, Yueping Jin, Zhiwei Chen, Shifeng Yan, Ying Li:
Management of Serviceflow in a Flexible Way. WISE 2004: 428-438 - 2003
- [c2]Zhen Yu, Zhaohui Wu, ShuiGuang Deng
, Qi Gao:
Temporal Problems in Service-Based Workflows. GCC (2) 2003: 954-961 - [c1]ShuiGuang Deng
, Zhaohui Wu, Qi Gao, Zhen Yu:
Virtual Workflow Management System in Grid Environment. GCC (2) 2003: 978-985
Coauthor Index
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