Shusen Yang

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 81

Top Venues

CoRR

IEEE Internet Things J.

IEEE Trans. Mob. Comput.

IEEE Commun. Mag.

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Shibo Wang, Shusen Yang, Hairong Su, Cong Zhao, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming. IEEE Trans. Mob. Comput. 23 (2) (2024)
Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
VertiMRF: Differentially Private Vertical Federated Data Synthesis. KDD (2024)
Yimeng Wang, Jie Shen, Shusen Yang, Qing Han, Cong Zhao, Peng Zhao, Xuebin Ren
Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey. IEEE Internet Things J. 11 (11) (2024)
Yimeng Wang, Xiang Ding, Shusen Yang, Cong Zhao, Qing Han, Peng Zhao, Xuebin Ren
FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry. IEEE Internet Things J. 11 (4) (2024)
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning. INFOCOM (2024)
Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
VertiMRF: Differentially Private Vertical Federated Data Synthesis. CoRR (2024)
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning. CoRR (2024)
Shibo Wang, Shusen Yang, Xiao Kong, Chenglei Wu, Longwei Jiang, Chenren Xu, Cong Zhao, Xuesong Yang, Jianjun Xiao, Xin Liu, Changxi Zheng, Jing Wang, Honghao Liu
Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming. NSDI (2024)
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
Belt and Brace: When Federated Learning Meets Differential Privacy. CoRR (2024)
Guiqin Wang, Peng Zhao, Yanjiang Shi, Cong Zhao, Shusen Yang
Generative Model-Based Feature Knowledge Distillation for Action Recognition. AAAI (2024)
Yuqian Yang, Shusen Yang, Cong Zhao, Zongben Xu
TelOps: AI-Driven Operations and Maintenance for Telecommunication Networks. IEEE Commun. Mag. 62 (4) (2024)
Yanan Li, Shusen Yang, Xuebin Ren, Liang Shi, Cong Zhao
Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Xinyue Sun, Shusen Yang, Cong Zhao
Lightweight Industrial Image Classifier Based on Federated Few-Shot Learning. IEEE Trans. Ind. Informatics 19 (6) (2023)
Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Luhui Wang, Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann
ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence. Commun. ACM 66 (1) (2023)
Luhui Wang, Xuebin Ren, Cong Zhao, Fangyuan Zhao, Shusen Yang
MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence. IEEE Internet Things J. 10 (10) (2023)
Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. ICCV (2023)
Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association. CoRR (2023)
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning. CoRR (2023)
Zhanhua Zhang, Shusen Yang, Cong Zhao, Xuebin Ren, Hanqiao Yu, Qing Han, Siyan Guo
RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Yijun Hao, Fang Li, Cong Zhao, Shusen Yang
Delay-Oriented Scheduling in 5G Downlink Wireless Networks Based on Reinforcement Learning With Partial Observations. IEEE/ACM Trans. Netw. 31 (1) (2023)
Yimeng Wang, Shusen Yang, Xuebin Ren, Siyan Guo, Cong Zhao, Qing Han
WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants. IEEE Syst. J. 17 (4) (2023)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Peng Zhao, Rui Zhang, Xinxin Xu
Federated multi-objective reinforcement learning. Inf. Sci. 624 (2023)
Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. CoRR (2023)
Guiqin Wang, Peng Zhao, Yanjiang Shi, Cong Zhao, Shusen Yang
Generative Model-based Feature Knowledge Distillation for Action Recognition. CoRR (2023)
Jing Huang, Peng Zhao, Guiqin Wang, Shusen Yang, Jie Lin
Self-attention-based long temporal sequence modeling method for temporal action detection. Neurocomputing 554 (2023)
Siyan Guo, Cong Zhao, Guiqin Wang, Jiaqing Yang, Shusen Yang
EC²Detect: Real-Time Online Video Object Detection in Edge-Cloud Collaborative IoT. IEEE Internet Things J. 9 (20) (2022)
Shibo Wang, Shusen Yang, Hailiang Li, Xiaodan Zhang, Chen Zhou, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
SalientVR: saliency-driven mobile 360-degree video streaming with gaze information. MobiCom (2022)
Qing Han, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Yimeng Wang
PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs. IEEE Trans. Ind. Informatics 18 (9) (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR (2022)
Teng Wang, Xinyu Yang, Xuebin Ren, Wei Yu, Shusen Yang
Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions. IEEE Trans. Serv. Comput. 15 (2) (2022)
Yimeng Wang, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Xinyu Yang
IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry. IEEE Trans. Ind. Informatics 18 (4) (2022)
Shusen Yang, Zhanhua Zhang, Cong Zhao, Xin Song, Siyan Guo, Hailiang Li
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Cong Zhao, Xinyue Sun, Shusen Yang, Xuebin Ren, Peng Zhao, Julie A. McCann
Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge. IEEE Netw. 36 (1) (2022)
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Shusen Yang, Xiaofei Wang, Usman Adeel, Cong Zhao, Jia Hu, Xinyu Yang, Julie A. McCann
The Design of User-Centric Mobile Crowdsensing with Cooperative D2D Communications. IEEE Wirel. Commun. 29 (1) (2022)
Peng Zhao, Wei Yu, Xinyu Yang, Duolun Meng, Li Wang, Shusen Yang, Jie Lin
Context-Aware Multi-Criteria Handover at the Software Defined Network Edge for Service Differentiation in Next Generation Wireless Networks. IEEE Trans. Serv. Comput. 15 (4) (2022)
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data. CoRR (2022)
Luhui Wang, Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann
ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence. CoRR (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference (2022)
Yimeng Wang, Cong Zhao, Shusen Yang, Xuebin Ren, Luhui Wang, Peng Zhao, Xinyu Yang
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing. IEEE Trans. Ind. Informatics 17 (9) (2021)
Jiaxin Fan, Mengying Chen, Jian Luo, Shusen Yang, Jinming Shi, Qingling Yao, Xiaodong Zhang, Shuang Du, Huiyang Qu, Yuxuan Cheng, Shuyin Ma, Meijuan Zhang, Xi Xu, Qian Wang, Shuqin Zhan
The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data. IEEE Internet Things J. 8 (4) (2021)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
Latent Dirichlet Allocation Model Training With Differential Privacy. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Cong Zhao, Shusen Yang, Julie A. McCann
On the Data Quality in Privacy-Preserving Mobile Crowdsensing Systems with Untruthful Reporting. IEEE Trans. Mob. Comput. 20 (2) (2021)
Yanan Li, Xuebin Ren, Fangyuan Zhao, Shusen Yang
p-Power Exponential Mechanisms for Differentially Private Machine Learning. IEEE Access 9 (2021)
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
OL4EL: Online Learning for Edge-cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. CoRR (2020)
Shibo Wang, Shusen Yang, Cong Zhao
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning. CoRR (2020)
Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning. CoRR (2020)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data. CoRR (2020)
Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning. IJCAI (2020)
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. IEEE Commun. Mag. 58 (5) (2020)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
Latent Dirichlet Allocation Model Training with Differential Privacy. CoRR (2020)
Shibo Wang, Shusen Yang, Cong Zhao
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning. INFOCOM (2020)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
On Privacy Protection of Latent Dirichlet Allocation Model Training. IJCAI (2019)
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis. IEEE Trans. Inf. Forensics Secur. 14 (9) (2019)
Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence. CoRR (2019)
Peng Zhao, Xinyu Yang, Jie Lin, Shusen Yang, Wei Yu
Energy-Efficient Analytics for Geographically Distributed Big Data. IEEE Internet Comput. 23 (3) (2019)
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis. CoRR (2019)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
On Privacy Protection of Latent Dirichlet Allocation Model Training. CoRR (2019)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 13 (9) (2018)
Cong Zhao, Shusen Yang, Ping Yan, Qing Yang, Xinyu Yang, Julie A. McCann
Data Quality Guarantee for Credible Caching Device Selection in Mobile Crowdsensing Systems. IEEE Wirel. Commun. 25 (3) (2018)
Yad Tahir, Shusen Yang, Julie A. McCann
BRPL: Backpressure RPL for High-Throughput and Mobile IoTs. IEEE Trans. Mob. Comput. 17 (1) (2018)
Yad Tahir, Shusen Yang, Julie A. McCann
BRPL: Backpressure RPL for High-throughput and Mobile IoTs. CoRR (2017)
Sokratis Kartakis, Shusen Yang, Julie A. McCann
Reliability or Sustainability: Optimal Data Stream Estimation and Scheduling in Smart Water Networks. ACM Trans. Sens. Networks 13 (3) (2017)
Evangelos D. Spyrou, Shusen Yang, Dimitrios K. Mitrakos
Discrete Strategy Game-theoretic Topology Control in Wireless Sensor Networks. SENSORNETS (2017)
Yue Cao, Shusen Yang, Geyong Min, Xing Zhang, Houbing Song, Omprakash Kaiwartya, Nauman Aslam
A Cost-Efficient Communication Framework for Battery-Switch-Based Electric Vehicle Charging. IEEE Commun. Mag. 55 (5) (2017)
Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann
Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile Crowdsourcing. CoRR (2017)
Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann
Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 16 (7) (2017)
Xiaofei Wang, Hui Wang, Keqiu Li, Shusen Yang, Tianpeng Jiang
Serendipity of Sharing: Large-Scale Measurement and Analytics for Device-to-Device (D2D) Content Sharing in Mobile Social Networks. SECON (2017)
Peng Zhao, Shusen Yang, Xinyu Yang, Wei Yu, Jie Lin
Energy-efficient Analytics for Geographically Distributed Big Data. CoRR (2017)
Shusen Yang
IoT Stream Processing and Analytics in The Fog. CoRR (2017)
Peng Zhao, Wei Yu, Shusen Yang, Xinyu Yang, Jie Lin
On Minimizing Energy Cost in Internet-Scale Systems With Dynamic Data. IEEE Access 5 (2017)
Sokratis Kartakis, Shusen Yang, Julie A. McCann
Reliability or Sustainability: Optimal Data Stream Estimation and Scheduling in Smart Water Networks. CoRR (2017)
Shusen Yang
IoT Stream Processing and Analytics in the Fog. IEEE Commun. Mag. 55 (8) (2017)
Shusen Yang, Usman Adeel, Yad Tahir, Julie A. McCann
Practical Opportunistic Data Collection in Wireless Sensor Networks with Mobile Sinks. IEEE Trans. Mob. Comput. 16 (5) (2017)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann
High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy. CIT (2016)
Xiaofei Wang, Zhengguo Sheng, Shusen Yang, Victor C. M. Leung
Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks. IEEE Wirel. Commun. 23 (4) (2016)
Shusen Yang, Yad Tahir, Po-Yu Chen, Alan Marshall, Julie A. McCann
Distributed optimization in energy harvesting sensor networks with dynamic in-network data processing. INFOCOM (2016)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy. CoRR (2016)
Shusen Yang, Usman Adeel, Julie A. McCann
Backpressure meets taxes: Faithful data collection in stochastic mobile phone sensing systems. INFOCOM (2015)
Bin Guo, Shusen Yang, Janne Lindqvist, Xing Xie, Raghu K. Ganti
Guest Editorial Special Issue on Mobile Crowd Sensing for IoT. IEEE Internet Things J. 2 (5) (2015)
Yad Tahir, Shusen Yang, Alexandros Koliousis, Julie A. McCann
UDRF: Multi-Resource Fairness for Complex Jobs with Placement Constraints. GLOBECOM (2015)
Yad Tahir, Shusen Yang, Usman Adeel, Julie A. McCann
Symbiot: Congestion-Driven Multi-resource Fairness for Multi-user Sensor Networks. HPCC/CSS/ICESS (2015)
Po-Yu Chen, Shusen Yang, Julie A. McCann, Jie Lin, Xinyu Yang
Detection of false data injection attacks in smart-grid systems. IEEE Commun. Mag. 53 (2) (2015)
Zhengguo Sheng, Hao Wang, Changchuan Yin, Xiping Hu, Shusen Yang, Victor C. M. Leung
Lightweight Management of Resource-Constrained Sensor Devices in Internet of Things. IEEE Internet Things J. 2 (5) (2015)
Xinyu Yang, Cong Zhao, Shusen Yang, Xinwen Fu, Julie A. McCann
A Systematic Key Management mechanism for practical Body Sensor Networks. ICC (2015)
Po-Yu Chen, Shusen Yang, Julie A. McCann
Distributed Real-Time Anomaly Detection in Networked Industrial Sensing Systems. IEEE Trans. Ind. Electron. 62 (6) (2015)
Xinyu Yang, Xuebin Ren, Shusen Yang, Julie A. McCann
A novel temporal perturbation based privacy-preserving scheme for real-time monitoring systems. Comput. Networks 88 (2015)
Peng Zhao, Xinyu Yang, Wei Yu, Chiyong Dong, Shusen Yang, Sulabh Bhattarai
Toward efficient estimation of available bandwidth for IEEE 802.11-based wireless networks. J. Netw. Comput. Appl. 40 (2014)
Shusen Yang, Julie A. McCann
Distributed Optimal Lexicographic Max-Min Rate Allocation in Solar-Powered Wireless Sensor Networks. ACM Trans. Sens. Networks 11 (1) (2014)
Shusen Yang, Zhengguo Sheng, Julie A. McCann, Kin K. Leung
Distributed Stochastic Cross-Layer Optimization for Multi-Hop Wireless Networks With Cooperative Communications. IEEE Trans. Mob. Comput. 13 (10) (2014)
Usman Adeel, Shusen Yang, Julie A. McCann
Self-Optimizing Citizen-Centric Mobile Urban Sensing Systems. ICAC (2014)
Shusen Yang, Usman Adeel, Julie A. McCann
Selfish Mules: Social Profit Maximization in Sparse Sensornets using Rationally-Selfish Human Relays. IEEE J. Sel. Areas Commun. 31 (6) (2013)
Zheng Liu, Xinyu Yang, Shusen Yang, Julie A. McCann
Efficiency-Aware: Maximizing Energy Utilization for Sensor Nodes Using Photovoltaic-Supercapacitor Energy Systems. Int. J. Distributed Sens. Networks 9 (2013)
Zhengguo Sheng, Shusen Yang, Yifan Yu, Athanasios V. Vasilakos, Julie A. McCann, Kin K. Leung
A survey on the ietf protocol suite for the internet of things: standards, challenges, and opportunities. IEEE Wirel. Commun. 20 (6) (2013)
Shusen Yang, Xinyu Yang, Julie A. McCann, Tong Zhang, Guozheng Liu, Zheng Liu
Distributed Networking in Autonomic Solar Powered Wireless Sensor Networks. IEEE J. Sel. Areas Commun. 31 (12-Supplement) (2013)
Yu Wang, Xinyu Yang, Shusen Yang, Wei Yu, Sulabh Bhattarai, Dan Shen, Genshe Chen
Towards energy-efficient cooperative routing algorithms in wireless networks. CCNC (2013)
Michael J. Breza, Shusen Yang, Julie A. McCann
Multi-protocol Scheduling for Service Provision in WSN. SENSORNETS (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shusen Yang