An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments. - Renyu Yang; Ismael Solís Moreno; Jie Xu 007; Tianyu Wo (CloudCom (1), 2013)

CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration. - Yunkai Zhang; Renyu Yang; Tianyu Wo; Chunming Hu; Junbin Kang; Lei Cui 003 (HPCC/EUC, 2013)

Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement. - Ismael Solís Moreno; Renyu Yang; Jie Xu 007; Tianyu Wo (ISADS, 2013)

A Flexible and Scalable Affinity Lock for the Kernel. - Benlong Zhang; Junbin Kang; Tianyu Wo; Yuda Wang; Renyu Yang (HPCC/CSS/ICESS, 2014)

ConSnap: Taking continuous snapshots for running state protection of virtual machines. - Jianxin Li 002; Jingsheng Zheng; Lei Cui 003; Renyu Yang (ICPADS, 2014)

Improving utilization through dynamic VM resource allocation in hybrid cloud environment. - Yuda Wang; Renyu Yang; Tianyu Wo; Wenbo Jiang 006; Chunming Hu (ICPADS, 2014)

HotRestore: A Fast Restore System for Virtual Machine Cluster. - Lei Cui 003; Jianxin Li 002; Tianyu Wo; Bo Li 005; Renyu Yang; Yinglie Cao; Jinpeng Huai (LISA, 2014)

VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication. - Yumei Huang; Renyu Yang; Lei Cui 003; Tianyu Wo; Chunming Hu; Bo Li 005 (SOSE, 2014)

Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale. - Zhuo Zhang 015; Chao Li; Yangyu Tao; Renyu Yang; Hong Tang; Jie Xu 007 (Proc. VLDB Endow., 2014)

A Method for Private Car Transportation Dispatching Based on a Passenger Demand Model. - Wenbo Jiang 006; Tianyu Wo; Mingming Zhang; Renyu Yang; Jie Xu 007 (IOV, 2015)

D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment. - Renyu Yang; Tianyu Wo; Chunming Hu; Jie Xu 007; Mingming Zhang (HASE, 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 001; Jie Xu 007 (HPCC/SmartCity/DSS, 2016)

ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store. - Chunming Hu; Xixu Wang; Renyu Yang; Tianyu Wo (ICPADS, 2016)

Computing at Massive Scale: Scalability and Dependability Challenges. - Renyu Yang; Jie Xu 007 (SOSE, 2016)

Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. - Lian Du; Tianyu Wo; Renyu Yang; Chunming Hu (HPCC/SmartCity/DSS, 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 007 (ICPADS, 2017)

Fog Orchestration for Internet of Things Services. - Zhenyu Wen; Renyu Yang; Peter Garraghan; Tao Lin 004; Jie Xu 007; Michael Rovatsos (IEEE Internet Comput., 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 007; Zhuo Zhang 015; Chao Li (IEEE Trans. Serv. Comput., 2017)

ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. - Xiaoyang Sun; Chunming Hu; Renyu Yang; Peter Garraghan; Tianyu Wo; Jie Xu 007; Jianyong Zhu; Chao Li (ICDCS, 2018)

Intelligent Resource Scheduling at Scale: A Machine Learning Perspective. - Renyu Yang; Xue Ouyang; Yaofeng Chen; Paul Townend; Jie Xu 007 (SOSE, 2018)

A Scalable lnternet-of-Vehicles Service over Joint Clouds. - Yong Zhang; Mingming Zhang; Tianyu Wo; Xuelian Lin; Renyu Yang; Jie Xu 007 (SOSE, 2018)

Emergent Failures: Rethinking Cloud Reliability at Scale. - Peter Garraghan; Renyu Yang; Zhenyu Wen; Alexander B. Romanovsky; Jie Xu 007; Rajkumar Buyya; Rajiv Ranjan 001 (IEEE Cloud Comput., 2018)

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 007 (SoCC, 2019)

Robust Finite-Time Convergence Control for a Knee Rehabilitation Robot*. - Renyu Yang; Jie Zhou 020; Qianqian Yang 005; Rong Song (ICARM, 2019)

SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU. - Pin Liu; Renyu Yang; Jie Sun 035; Xudong Liu 001 (SOSE, 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 007 (SOSE, 2019)

Shaready: A Resource-IsolatedWorkload Co-Location System. - Shiqing Xue; Chunming Hu; Jianyong Zhu; Renyu Yang (SOSE, 2019)

Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. - Bin Qian 002; Jie Su 001; Zhenyu Wen; Devki Nandan Jha; Yinhao Li; Yu Guan; Deepak Puthal; Philip James 002; Renyu Yang; Albert Y. Zomaya; Omer F. Rana; Lizhe Wang 001; et al. (CoRR, 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)

Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. - Peter Garraghan; Xue Ouyang; Renyu Yang; David McKee 001; Jie Xu 007 (IEEE Trans. Serv. Comput., 2019)

TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters. - Chunming Hu; Jianyong Zhu; Renyu Yang; Hao Peng 001; Tianyu Wo; Shiqing Xue; Xiaoqiang Yu; Jie Xu 007; Rajiv Ranjan 001 (CLOUD, 2020)

Horus: An Interference-Aware Resource Manager for Deep Learning Systems. - Gingfung Yeung; Damian Borowiec; Renyu Yang; Adrian Friday; Richard Harper 001; Peter Garraghan (ICA3PP (2), 2020)

Admittance Control Strategy with Output Joint Space Constraints for a Lower Limb Rehabilitation Robot. - Jie Zhou 020; Renyu Yang; Yueling Lyu; Rong Song (ICARM, 2020)

A Survey on Text Classification: From Shallow to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (CoRR, 2020)

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. - Hao Peng 001; Jianxin Li 002; Zheng Wang 001; Renyu Yang; Mingzhe Liu 002; Mingming Zhang; Philip S. Yu; Lifang He 001 (CoRR, 2020)

GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. - Zhenyu Wen; Tao Lin 004; Renyu Yang; Shouling Ji; Rajiv Ranjan 001; Alexander B. Romanovsky; Chang-Ting Lin; Jie Xu 007 (IEEE Trans. Parallel Distributed Syst., 2020)

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. - Renyu Yang; Chunming Hu; Xiaoyang Sun; Peter Garraghan; Tianyu Wo; Zhenyu Wen; Hao Peng 001; Jie Xu 007; Chao Li (IEEE Trans. Parallel Distributed Syst., 2020)

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 007 (CCGRID, 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 (HPCC/DSS/SmartCity/DependSys, 2021)

Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. - Bin Qian 002; Jie Su 001; Zhenyu Wen; Devki Nandan Jha; Yinhao Li; Yu Guan; Deepak Puthal; Philip James 002; Renyu Yang; Albert Y. Zomaya; Omer F. Rana; Lizhe Wang 001; et al. (ACM Comput. Surv., 2021)

Joint optimization of cache placement and request routing in unreliable networks. - Youmei Song; Tianyu Wo; Renyu Yang; Qi Shen; Jie Xu 007 (J. Parallel Distributed Comput., 2021)

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. - Hao Peng 001; Jianxin Li 002; Yangqiu Song; Renyu Yang; Rajiv Ranjan 001; Philip S. Yu; Lifang He 001 (ACM Trans. Knowl. Discov. Data, 2021)

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. - Hao Peng 001; Jianxin Li 002; Senzhang Wang; Lihong Wang; Qiran Gong; Renyu Yang; Bo Li 005; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2021)

MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications. - Yasong Cao; Mei Wen; Junzhong Shen; Sheng Liu 001; Zhi Wang; Minjin Tang; Yahao Fang; Jianchao Yang; Renyu Yang; Yuhan Kang; Jiawei Fei (HPCC/DSS/SmartCity/DependSys, 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 (ICCD, 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 (ISCAS, 2022)

STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. - Xiaoyang Sun; Wei Wang 225; Shenghao Qiu; Renyu Yang; Songfang Huang; Jie Xu 007; Zheng Wang 001 (SC, 2022)

Incentivizing Online Edge Caching via Auction - Based Subsidization. - Youmei Song; Lei Jiao 002; Renyu Yang; Tianyu Wo; Jie Xu 007 (SECON, 2022)

Orchestrating Networked Machine Learning Applications Using Autosteer. - Zhenyu Wen; Haozhen Hu; Renyu Yang; Bin Qian 002; Ringo W. H. Sham; Rui Sun; Jie Xu 007; Pankesh Patel; Omer F. Rana; Schahram Dustdar; Rajiv Ranjan 001 (IEEE Internet Comput., 2022)

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. - Hao Peng 001; Renyu Yang; Zheng Wang 001; Jianxin Li 002; Lifang He 001; Philip S. Yu; Albert Y. Zomaya; Rajiv Ranjan 001 (IEEE Trans. Computers, 2022)

A Survey on Text Classification: From Traditional to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (ACM Trans. Intell. Syst. Technol., 2022)

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. - Hao Peng 001; Ruitong Zhang; Yingtong Dou; Renyu Yang; Jingyi Zhang; Philip S. Yu (ACM Trans. Inf. Syst., 2022)

Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. - Gingfung Yeung; Damian Borowiec; Renyu Yang; Adrian Friday; Richard Harper 001; Peter Garraghan (IEEE Trans. Parallel Distributed Syst., 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 001; Junqing Xiao; Albert Y. Zomaya; Jie Xu 007 (IEEE Trans. Parallel Distributed Syst., 2022)

Continuous mode adaptation for cable-driven rehabilitation robot using reinforcement learning. - Renyu Yang; Jianlin Zheng; Rong Song (Frontiers Neurorobotics, 2022)

FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. - Yingguang Yang; Renyu Yang; Hao Peng 001; Yangyang Li; Tong Li 013; Yong Liao; Pengyuan Zhou (WWW, 2023)

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. - Dongcheng Zou; Hao Peng 001; Xiang Huang; Renyu Yang; Jianxin Li 002; Jia Wu 001; Chunyang Liu; Philip S. Yu (WWW, 2023)

Enhancing High-dimensional Bayesian Optimization by Optimizing the Acquisition Function Maximizer Initialization. - Jiayu Zhao; Renyu Yang; Shenghao Qiu; Zheng Wang 001 (CoRR, 2023)

Heterophily-aware Social Bot Detection with Supervised Contrastive Learning. - Qi Wu 021; Yingguang Yang; Buyun He; Hao Liu; Xiang Wang 010; Yong Liao; Renyu Yang; Pengyuan Zhou (CoRR, 2023)

Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments. - Zhenyu Wen; Renyu Yang; Bin Qian 002; Yubo Xuan; Lingling Lu; Zheng Wang 001; Hao Peng 001; Jie Xu 007; Albert Y. Zomaya; Rajiv Ranjan 001 (IEEE Trans. Serv. Comput., 2023)

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. - Hao Peng 001; Jianxin Li 002; Zheng Wang 001; Renyu Yang; Mingsheng Liu; Mingming Zhang; Philip S. Yu; Lifang He 001 (IEEE Trans. Knowl. Data Eng., 2023)

Voluntary Assist-as-Needed Controller for an Ankle Power-Assist Rehabilitation Robot. - Renyu Yang; Zhihang Shen; Yueling Lyu; Yu Zhuang; Le Li 003; Rong Song (IEEE Trans. Biomed. Eng., 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 007 (J. Parallel Distributed Comput., 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 129; Jie Xu 007; Haiyong Xie 001 (ACM Trans. Web, 2023)

BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection. - Taotao Li; Zhen Hong; Qianming Cai; Li Yu 001; Zhenyu Wen; Renyu Yang (IEEE Trans. Knowl. Data Eng., 2023)

Kale: Elastic GPU Scheduling for Online DL Model Training. - Ziyang Liu; Renyu Yang; Jin Ouyang; Weihan Jiang; Tianyu Ye; Menghao Zhang 001; Sui Huang; Jiaming Huang; Chengru Song; Di Zhang; Tianyu Wo; Chunming Hu (SoCC, 2024)

LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy. - Xinyue Sun; Qingqing Ye 001; Haibo Hu 001; Jiawei Duan; Tianyu Wo; Jie Xu 007; Renyu Yang (ICDE, 2024)

BotSCL: Heterophily-Aware Social Bot Detection with Supervised Contrastive Learning. - Qi Wu 021; Yingguang Yang; Buyun He; Hao Liu; Renyu Yang; Yong Liao (ICPR (7), 2024)

MatchCom: Stable Matching-Based Software Services Composition in Cloud Computing Environments. - Satish Kumar; Renyu Yang; Rajiv Ranjan 001; Rami Bahsoon; Jie Xu 007; Rajkumar Buyya (ICWE, 2024)

Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers. - Buyun He; Yingguang Yang; Qi Wu 021; Hao Liu; Renyu Yang; Hao Peng 001; Xiang Wang 010; Yong Liao; Pengyuan Zhou (IJCAI, 2024)

CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge. - Rui Wang 118; Xudong Mou; Renyu Yang; Kai Gao; Pin Liu; Chongwei Liu; Tianyu Wo; Xudong Liu 001 (KDD, 2024)

SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection. - Yingguang Yang; Qi Wu 021; Buyun He; Hao Peng 001; Renyu Yang; Zhifeng Hao; Yong Liao (KDD, 2024)

BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers. - Buyun He; Yingguang Yang; Qi Wu 021; Hao Liu; Renyu Yang; Hao Peng 001; Xiang Wang 010; Yong Liao; Pengyuan Zhou (CoRR, 2024)

Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization. - Jiayu Zhao; Renyu Yang; Shenghao Qiu; Zheng Wang 001 (Trans. Mach. Learn. Res., 2024)

Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks. - Yiming Hei; Renyu Yang; Hao Peng 001; Lihong Wang; Xiaolin Xu; Jianwei Liu 001; Hong Liu 006; Jie Xu 007; Lichao Sun 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork. - Hui Wang; Renyu Yang; Jie Sun 035; Hao Peng 001; Xudong Mou; Tianyu Wo; Xudong Liu 001 (AAAI, 2025)

SuperFE: A Scalable and Flexible Feature Extractor for ML-based Traffic Analysis Applications. - Menghao Zhang 001; Guanyu Li; Cheng Guo 007; Renyu Yang; Shicheng Wang; Han Bao 011; Xiao Li; Mingwei Xu; Tianyu Wo; Chunming Hu (EuroSys, 2025)

CAMO: A High-Performance CIM-based Lightweight CNN Accelerator for Mobile Devices. - Xin Ju; Renyu Yang; Mei Wen; Junzhong Shen; Tianyu Wang 009; Zhaoyan Shen; Zili Shao; Bin Liang (ISCAS, 2025)

Edge-Cloud Collaborative Streaming Video Analytics With Multi-Agent Deep Reinforcement Learning. - Bin Qian 002; Yubo Xuan; Di Wu 065; Zhenyu Wen; Renyu Yang; Shibo He; Jiming Chen 001; Rajiv Ranjan 001 (IEEE Netw., 2025)

GNNRI: detecting anomalous social network users through heterogeneous information networks and user relevance exploration. - Yangyang Li; Xinyue Sun; Renyu Yang; Xiaoyang Sun; Shiru Chen; Shuhai Wang; Md. Zakirul Alam Bhuiyan; Albert Y. Zomaya; Jie Xu 007 (Int. J. Mach. Learn. Cybern., 2025)