Renyu Yang

According to our database, Renyu Yang authored at least 74 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks.

Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization.

Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang

Trans. Mach. Learn. Res., 2024

BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers.

Buyun He, Yingguang Yang, Qi Wu, Hao Liu, Renyu Yang, Hao Peng, Xiang Wang, Yong Liao, Pengyuan Zhou

CoRR, 2024

SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection.

Yingguang Yang, Qi Wu, Buyun He, Hao Peng, Renyu Yang, Zhifeng Hao, Yong Liao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge.

Rui Wang, Xudong Mou, Renyu Yang, Kai Gao, Pin Liu, Chongwei Liu, Tianyu Wo, Xudong Liu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers.

Buyun He, Yingguang Yang, Qi Wu, Hao Liu, Renyu Yang, Hao Peng, Xiang Wang, Yong Liao, Pengyuan Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

MatchCom: Stable Matching-Based Software Services Composition in Cloud Computing Environments.

Satish Kumar, Renyu Yang, Rajiv Ranjan, Rami Bahsoon, Jie Xu, Rajkumar Buyya

Proceedings of the Web Engineering - 24th International Conference, 2024

LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy.

Xinyue Sun, Qingqing Ye, Haibo Hu, Jiawei Duan, Tianyu Wo, Jie Xu, Renyu Yang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Kale: Elastic GPU Scheduling for Online DL Model Training.

Ziyang Liu, Renyu Yang, Jin Ouyang, Weihan Jiang, Tianyu Ye, Menghao Zhang, Sui Huang, Jiaming Huang, Chengru Song, Di Zhang, Tianyu Wo, Chunming Hu

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023

BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection.

Taotao Li, Zhen Hong, Qianming Cai, Li Yu, Zhenyu Wen, Renyu Yang

IEEE Trans. Knowl. Data Eng., December, 2023

RoSGAS: Adaptive Social Bot Detection with Reinforced Self-supervised GNN Architecture Search.

Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie

ACM Trans. Web, August, 2023

Affinity-aware resource provisioning for long-running applications in shared clusters.

Clément Mommessin, Renyu Yang, Natalia V. Shakhlevich, Xiaoyang Sun, Satish Kumar, Junqing Xiao, Jie Xu

J. Parallel Distributed Comput., July, 2023

Voluntary Assist-as-Needed Controller for an Ankle Power-Assist Rehabilitation Robot.

Renyu Yang, Zhihang Shen, Yueling Lyu, Yu Zhuang, Le Li, Rong Song

IEEE Trans. Biomed. Eng., June, 2023

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.

Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingsheng Liu, Mingming Zhang, Philip S. Yu, Lifang He

IEEE Trans. Knowl. Data Eng., March, 2023

Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments.

Zhenyu Wen, Renyu Yang, Bin Qian, Yubo Xuan, Lingling Lu, Zheng Wang, Hao Peng, Jie Xu, Albert Y. Zomaya, Rajiv Ranjan

IEEE Trans. Serv. Comput., 2023

Heterophily-aware Social Bot Detection with Supervised Contrastive Learning.

Qi Wu, Yingguang Yang, Buyun He, Hao Liu, Xiang Wang, Yong Liao, Renyu Yang, Pengyuan Zhou

CoRR, 2023

Enhancing High-dimensional Bayesian Optimization by Optimizing the Acquisition Function Maximizer Initialization.

Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang

CoRR, 2023

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization.

Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu

Proceedings of the ACM Web Conference 2023, 2023

FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection.

Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou

Proceedings of the ACM Web Conference 2023, 2023

2022

Continuous mode adaptation for cable-driven rehabilitation robot using reinforcement learning.

Renyu Yang, Jianlin Zheng, Rong Song

Frontiers Neurorobotics, September, 2022

QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters.

Jianyong Zhu, Renyu Yang, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Hao Peng, Junqing Xiao, Albert Y. Zomaya, Jie Xu

IEEE Trans. Parallel Distributed Syst., 2022

Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems.

Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan

IEEE Trans. Parallel Distributed Syst., 2022

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks.

Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu

ACM Trans. Inf. Syst., 2022

A Survey on Text Classification: From Traditional to Deep Learning.

Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He

ACM Trans. Intell. Syst. Technol., 2022

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks.

Hao Peng, Renyu Yang, Zheng Wang, Jianxin Li, Lifang He, Philip S. Yu, Albert Y. Zomaya, Rajiv Ranjan

IEEE Trans. Computers, 2022

Orchestrating Networked Machine Learning Applications Using Autosteer.

Zhenyu Wen, Haozhen Hu, Renyu Yang, Bin Qian, Ringo W. H. Sham, Rui Sun, Jie Xu, Pankesh Patel, Omer F. Rana, Schahram Dustdar, Rajiv Ranjan

IEEE Internet Comput., 2022

Incentivizing Online Edge Caching via Auction - Based Subsidization.

Youmei Song, Lei Jiao, Renyu Yang, Tianyu Wo, Jie Xu

Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training.

Xiaoyang Sun, Wei Wang, Shenghao Qiu, Renyu Yang, Songfang Huang, Jie Xu, Zheng Wang

Proceedings of the SC22: International Conference for High Performance Computing, 2022

S-SIM: A Simulator for Systolic Array-based DNN Accelerators with Tile Access Awareness.

Yuhang Li, Mei Wen, Renyu Yang, Junzhong Shen, Yasong Cao, Jianan Wang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays.

Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications.

Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.

Hao Peng, Jianxin Li, Senzhang Wang, Lihong Wang, Qiran Gong, Renyu Yang, Bo Li, Philip S. Yu, Lifang He

IEEE Trans. Knowl. Data Eng., 2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.

Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He

ACM Trans. Knowl. Discov. Data, 2021

Joint optimization of cache placement and request routing in unreliable networks.

Youmei Song, Tianyu Wo, Renyu Yang, Qi Shen, Jie Xu

J. Parallel Distributed Comput., 2021

Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey.

Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Maciej Koutny, Rajiv Ranjan

ACM Comput. Surv., 2021

Embrace the Conflicts: Exploring the Integration of Single Port Memory in Systolic Array-based Accelerators.

Renyu Yang, Junzhong Shen, Mei Wen, Yasong Cao, Yuhang Li

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference.

Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters.

Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li

IEEE Trans. Parallel Distributed Syst., 2020

GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds.

Zhenyu Wen, Tao Lin, Renyu Yang, Shouling Ji, Rajiv Ranjan, Alexander B. Romanovsky, Chang-Ting Lin, Jie Xu

IEEE Trans. Parallel Distributed Syst., 2020

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.

Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He

CoRR, 2020

A Survey on Text Classification: From Shallow to Deep Learning.

Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He

CoRR, 2020

Admittance Control Strategy with Output Joint Space Constraints for a Lower Limb Rehabilitation Robot.

Jie Zhou, Renyu Yang, Yueling Lyu, Rong Song

Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

Horus: An Interference-Aware Resource Manager for Deep Learning Systems.

Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters.

Chunming Hu, Jianyong Zhu, Renyu Yang, Hao Peng, Tianyu Wo, Shiqing Xue, Xiaoqiang Yu, Jie Xu, Rajiv Ranjan

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters.

Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu

IEEE Trans. Serv. Comput., 2019

基于SDN的内容中心网络研究综述 (Survey of Content Centric Network Based on SDN).

Renyu Yang, Yigang Han, Fan Zhang, Fei Feng

计算机科学, 2019

Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey.

Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Rajiv Ranjan

CoRR, 2019

Shaready: A Resource-IsolatedWorkload Co-Location System.

Shiqing Xue, Chunming Hu, Jianyong Zhu, Renyu Yang

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

Invited Paper: Improving Data Center Efficiency Through Holistic Scheduling In Kubernetes.

Paul Townend, Stephen J. Clement, Dan Burdett, Renyu Yang, Joe Shaw, Brad Slater, Jie Xu

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU.

Pin Liu, Renyu Yang, Jie Sun, Xudong Liu

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

Robust Finite-Time Convergence Control for a Knee Rehabilitation Robot^*.

Renyu Yang, Jie Zhou, Qianqian Yang, Rong Song

Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference.

Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

Emergent Failures: Rethinking Cloud Reliability at Scale.

Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan

IEEE Cloud Comput., 2018

A Scalable lnternet-of-Vehicles Service over Joint Clouds.

Yong Zhang, Mingming Zhang, Tianyu Wo, Xuelian Lin, Renyu Yang, Jie Xu

Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

Intelligent Resource Scheduling at Scale: A Machine Learning Perspective.

Renyu Yang, Xue Ouyang, Yaofeng Chen, Paul Townend, Jie Xu

Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

ROSE: Cluster Resource Scheduling via Speculative Over-Subscription.

Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017

Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover.

Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li

IEEE Trans. Serv. Comput., 2017

Fog Orchestration for Internet of Things Services.

Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos

IEEE Internet Comput., 2017

ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics.

Xue Ouyang, Changjian Wang, Renyu Yang, Guogui Yang, Paul Townend, Jie Xu

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Cider: a Rapid Docker Container Deployment System through Sharing Network Storage.

Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu

Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

2016

Computing at Massive Scale: Scalability and Dependability Challenges.

Renyu Yang, Jie Xu

Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store.

Chunming Hu, Xixu Wang, Renyu Yang, Tianyu Wo

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns.

Hailun Wang, Mingming Zhang, Renyu Yang, Xuelian Lin, Tianyu Wo, Rajiv Ranjan, Jie Xu

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment.

Renyu Yang, Tianyu Wo, Chunming Hu, Jie Xu, Mingming Zhang

Proceedings of the 17th IEEE International Symposium on High Assurance Systems Engineering, 2016

2015

A Method for Private Car Transportation Dispatching Based on a Passenger Demand Model.

Wenbo Jiang, Tianyu Wo, Mingming Zhang, Renyu Yang, Jie Xu

Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

2014

Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale.

Zhuo Zhang, Chao Li, Yangyu Tao, Renyu Yang, Hong Tang, Jie Xu

Proc. VLDB Endow., 2014

VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication.

Yumei Huang, Renyu Yang, Lei Cui, Tianyu Wo, Chunming Hu, Bo Li

Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

HotRestore: A Fast Restore System for Virtual Machine Cluster.

Lei Cui, Jianxin Li, Tianyu Wo, Bo Li, Renyu Yang, Yinglie Cao, Jinpeng Huai

Proceedings of the 28th Large Installation System Administration Conference, 2014

Improving utilization through dynamic VM resource allocation in hybrid cloud environment.

Yuda Wang, Renyu Yang, Tianyu Wo, Wenbo Jiang, Chunming Hu

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

ConSnap: Taking continuous snapshots for running state protection of virtual machines.

Jianxin Li, Jingsheng Zheng, Lei Cui, Renyu Yang

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

A Flexible and Scalable Affinity Lock for the Kernel.

Benlong Zhang, Junbin Kang, Tianyu Wo, Yuda Wang, Renyu Yang

Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

2013

Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement.

Ismael Solís Moreno, Renyu Yang, Jie Xu, Tianyu Wo

Proceedings of the 11th International Symposium on Autonomous Decentralized Systems, 2013

CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration.

Yunkai Zhang, Renyu Yang, Tianyu Wo, Chunming Hu, Junbin Kang, Lei Cui

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments.

Renyu Yang, Ismael Solís Moreno, Jie Xu, Tianyu Wo

Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013