Renyu Yang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 73

Top Topics

Text Classification

Resource Scheduling

Heterogeneous Information Networks

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Buyun He, Yingguang Yang, Qi Wu, Hao Liu, Renyu Yang, Hao Peng, Xiang Wang, Yong Liao, Pengyuan Zhou
BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers. CoRR (2024)
Yingguang Yang, Qi Wu, Buyun He, Hao Peng, Renyu Yang, Zhifeng Hao, Yong Liao
SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection. KDD (2024)
Satish Kumar, Renyu Yang, Rajiv Ranjan, Rami Bahsoon, Jie Xu, Rajkumar Buyya
MatchCom: Stable Matching-Based Software Services Composition in Cloud Computing Environments. ICWE (2024)
Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang
Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization. Trans. Mach. Learn. Res. 2024 (2024)
Xinyue Sun, Qingqing Ye, Haibo Hu, Jiawei Duan, Tianyu Wo, Jie Xu, Renyu Yang
LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy. ICDE (2024)
Rui Wang, Xudong Mou, Renyu Yang, Kai Gao, Pin Liu, Chongwei Liu, Tianyu Wo, Xudong Liu
CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge. KDD (2024)
Yingguang Yang, Qi Wu, Buyun He, Hao Peng, Renyu Yang, Zhifeng Hao, Yong Liao
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection. CoRR (2024)
Xinyue Sun, Qingqing Ye, Haibo Hu, Jiawei Duan, Tianyu Wo, Jie Xu, Renyu Yang
LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy. CoRR (2024)
Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun
Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie
RoSGAS: Adaptive Social Bot Detection with Reinforced Self-supervised GNN Architecture Search. ACM Trans. Web 17 (3) (2023)
Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. CoRR (2023)
Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. WWW (2023)
Clément Mommessin, Renyu Yang, Natalia V. Shakhlevich, Xiaoyang Sun, Satish Kumar, Junqing Xiao, Jie Xu
Affinity-aware resource provisioning for long-running applications in shared clusters. J. Parallel Distributed Comput. 177 (2023)
Zhenyu Wen, Renyu Yang, Bin Qian, Yubo Xuan, Lingling Lu, Zheng Wang, Hao Peng, Jie Xu, Albert Y. Zomaya, Rajiv Ranjan
Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments. IEEE Trans. Serv. Comput. 16 (6) (2023)
Jiayu Zhao, Renyu Yang, Shenghao Qiu, Zheng Wang
Enhancing High-dimensional Bayesian Optimization by Optimizing the Acquisition Function Maximizer Initialization. CoRR (2023)
Renyu Yang, Zhihang Shen, Yueling Lyu, Yu Zhuang, Le Li, Rong Song
Voluntary Assist-as-Needed Controller for an Ankle Power-Assist Rehabilitation Robot. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Qi Wu, Yingguang Yang, Buyun He, Hao Liu, Xiang Wang, Yong Liao, Renyu Yang, Pengyuan Zhou
Heterophily-aware Social Bot Detection with Supervised Contrastive Learning. CoRR (2023)
Taotao Li, Zhen Hong, Qianming Cai, Li Yu, Zhenyu Wen, Renyu Yang
BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingsheng Liu, Mingming Zhang, Philip S. Yu, Lifang He
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. CoRR (2023)
Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. WWW (2023)
Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. ICCD (2022)
Xiaoyang Sun, Wei Wang, Shenghao Qiu, Renyu Yang, Songfang Huang, Jie Xu, Zheng Wang
STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. SC (2022)
Clément Mommessin, Renyu Yang, Natalia V. Shakhlevich, Xiaoyang Sun, Satish Kumar, Junqing Xiao, Jie Xu
Affinity-Aware Resource Provisioning for Long-Running Applications in Shared Clusters. CoRR (2022)
Yuhang Li, Mei Wen, Renyu Yang, Junzhong Shen, Yasong Cao, Jianan Wang
S-SIM: A Simulator for Systolic Array-based DNN Accelerators with Tile Access Awareness. ISCAS (2022)
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Hao Peng, Renyu Yang, Zheng Wang, Jianxin Li, Lifang He, Philip S. Yu, Albert Y. Zomaya, Rajiv Ranjan
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. IEEE Trans. Computers 71 (3) (2022)
Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He
A Survey on Text Classification: From Traditional to Deep Learning. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Jianyong Zhu, Renyu Yang, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Hao Peng, Junqing Xiao, Albert Y. Zomaya, Jie Xu
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie
RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search. CoRR (2022)
Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. CoRR (2022)
Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. ACM Trans. Inf. Syst. 40 (4) (2022)
Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei
MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications. HPCC/DSS/SmartCity/DependSys (2022)
Youmei Song, Lei Jiao, Renyu Yang, Tianyu Wo, Jie Xu
Incentivizing Online Edge Caching via Auction - Based Subsidization. SECON (2022)
Renyu Yang, Jianlin Zheng, Rong Song
Continuous mode adaptation for cable-driven rehabilitation robot using reinforcement learning. Frontiers Neurorobotics 16 (2022)
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
Orchestrating Networked Machine Learning Applications Using Autosteer. IEEE Internet Comput. 26 (6) (2022)
Renyu Yang, Junzhong Shen, Mei Wen, Yasong Cao, Yuhang Li
Embrace the Conflicts: Exploring the Integration of Single Port Memory in Systolic Array-based Accelerators. HPCC/DSS/SmartCity/DependSys (2021)
Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. CoRR (2021)
Youmei Song, Tianyu Wo, Renyu Yang, Qi Shen, Jie Xu
Joint optimization of cache placement and request routing in unreliable networks. J. Parallel Distributed Comput. 157 (2021)
Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 15 (5) (2021)
Hao Peng, Jianxin Li, Senzhang Wang, Lihong Wang, Qiran Gong, Renyu Yang, Bo Li, Philip S. Yu, Lifang He
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. CoRR (2021)
Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu
Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. CCGRID (2021)
Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun
HAWK: Rapid Android Malware Detection through Heterogeneous Graph Attention Networks. CoRR (2021)
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
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM Comput. Surv. 53 (4) (2020)
Zhenyu Wen, Tao Lin, Renyu Yang, Shouling Ji, Rajiv Ranjan, Alexander B. Romanovsky, Chang-Ting Lin, Jie Xu
GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Qian Li, Hao Peng, Jianxin Li, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He
A Survey on Text Classification: From Shallow to Deep Learning. CoRR (2020)
Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li
Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. CoRR (2020)
Chunming Hu, Jianyong Zhu, Renyu Yang, Hao Peng, Tianyu Wo, Shiqing Xue, Xiaoqiang Yu, Jie Xu, Rajiv Ranjan
TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters. CLOUD (2020)
Jie Zhou, Renyu Yang, Yueling Lyu, Rong Song
Admittance Control Strategy with Output Joint Space Constraints for a Lower Limb Rehabilitation Robot. ICARM (2020)
Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan
Horus: An Interference-Aware Resource Manager for Deep Learning Systems. ICA3PP (2) (2020)
Shiqing Xue, Chunming Hu, Jianyong Zhu, Renyu Yang
Shaready: A Resource-IsolatedWorkload Co-Location System. SOSE (2019)
Chunming Hu, Jin Ouyang, Shiqing Xue, Renyu Yang, Jianyong Zhu, Tianyu Wo, Jie Xu
Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. SoCC (2019)
Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu
Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. SoCC (2019)
Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee, Jie Xu
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. IEEE Trans. Serv. Comput. 12 (1) (2019)
Paul Townend, Stephen J. Clement, Dan Burdett, Renyu Yang, Joe Shaw, Brad Slater, Jie Xu
Invited Paper: Improving Data Center Efficiency Through Holistic Scheduling In Kubernetes. SOSE (2019)
Pin Liu, Renyu Yang, Jie Sun, Xudong Liu
SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU. SOSE (2019)
Renyu Yang, Jie Zhou, Qianqian Yang, Rong Song
. ICARM (2019)
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
Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. CoRR (2019)
Renyu Yang, Yigang Han, Fan Zhang, Fei Feng
基于SDN的内容中心网络研究综述 (Survey of Content Centric Network Based on SDN). 计算机科学 46 (1) (2019)
Peter Garraghan, Renyu Yang, Zhenyu Wen, Alexander B. Romanovsky, Jie Xu, Rajkumar Buyya, Rajiv Ranjan
Emergent Failures: Rethinking Cloud Reliability at Scale. IEEE Cloud Comput. 5 (5) (2018)
Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li
ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. ICDCS (2018)
Yong Zhang, Mingming Zhang, Tianyu Wo, Xuelian Lin, Renyu Yang, Jie Xu
A Scalable lnternet-of-Vehicles Service over Joint Clouds. SOSE (2018)
Renyu Yang, Xue Ouyang, Yaofeng Chen, Paul Townend, Jie Xu
Intelligent Resource Scheduling at Scale: A Machine Learning Perspective. SOSE (2018)
Xue Ouyang, Changjian Wang, Renyu Yang, Guogui Yang, Paul Townend, Jie Xu
ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics. ICPADS (2017)
Zhenyu Wen, Renyu Yang, Peter Garraghan, Tao Lin, Jie Xu, Michael Rovatsos
Fog Orchestration for Internet of Things Services. IEEE Internet Comput. 21 (2) (2017)
Renyu Yang, Yang Zhang, Peter Garraghan, Yihui Feng, Jin Ouyang, Jie Xu, Zhuo Zhang, Chao Li
Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover. IEEE Trans. Serv. Comput. 10 (6) (2017)
Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu
Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. HPCC/SmartCity/DSS (2017)
Renyu Yang, Jie Xu
Computing at Massive Scale: Scalability and Dependability Challenges. SOSE (2016)
Hailun Wang, Mingming Zhang, Renyu Yang, Xuelian Lin, Tianyu Wo, Rajiv Ranjan, Jie Xu
SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns. HPCC/SmartCity/DSS (2016)
Chunming Hu, Xixu Wang, Renyu Yang, Tianyu Wo
ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store. ICPADS (2016)
Renyu Yang, Tianyu Wo, Chunming Hu, Jie Xu, Mingming Zhang
D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment. HASE (2016)
Wenbo Jiang, Tianyu Wo, Mingming Zhang, Renyu Yang, Jie Xu
A Method for Private Car Transportation Dispatching Based on a Passenger Demand Model. IOV (2015)
Zhuo Zhang, Chao Li, Yangyu Tao, Renyu Yang, Hong Tang, Jie Xu
Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale. Proc. VLDB Endow. 7 (13) (2014)
Yumei Huang, Renyu Yang, Lei Cui, Tianyu Wo, Chunming Hu, Bo Li
VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication. SOSE (2014)
Yuda Wang, Renyu Yang, Tianyu Wo, Wenbo Jiang, Chunming Hu
Improving utilization through dynamic VM resource allocation in hybrid cloud environment. ICPADS (2014)
Lei Cui, Jianxin Li, Tianyu Wo, Bo Li, Renyu Yang, Yinglie Cao, Jinpeng Huai
HotRestore: A Fast Restore System for Virtual Machine Cluster. LISA (2014)
Benlong Zhang, Junbin Kang, Tianyu Wo, Yuda Wang, Renyu Yang
A Flexible and Scalable Affinity Lock for the Kernel. HPCC/CSS/ICESS (2014)
Jianxin Li, Jingsheng Zheng, Lei Cui, Renyu Yang
ConSnap: Taking continuous snapshots for running state protection of virtual machines. ICPADS (2014)
Yunkai Zhang, Renyu Yang, Tianyu Wo, Chunming Hu, Junbin Kang, Lei Cui
CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration. HPCC/EUC (2013)
Ismael Solís Moreno, Renyu Yang, Jie Xu, Tianyu Wo
Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement. ISADS (2013)
Renyu Yang, Ismael Solís Moreno, Jie Xu, Tianyu Wo
An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments. CloudCom (1) (2013)