Ruhui Ma

150 papers A* 15A 5B 4C 6Misc 3Journal 106Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Distributed Robust Out-of-Distribution Consumer Recommendation System Using Diffusion Model.
IEEE Trans. Consumer Electron.
Jiayu Bao, Hongjian Shi, Ziang Zhou, Shiquan Wang, Ruhui Ma, Yang Yue, Zhiwei Song, Haibing Guan, Yuan Liu
2026 J jnl
BFL-SE: Blockchain federated learning with secure and effective weight-assignment model aggregation.
Displays
Yingli Peng, Gang Yao, Zijie Zhao, Chenpei Wang, Xinyu Ruan, Hongjian Shi, Ruhui Ma
2026 J jnl
FedRL: A Reinforcement Learning Federated Recommender System for Efficient Communication Using Reinforcement Selector and Hypernet Generator.
Trans. Recomm. Syst.
Yicheng Di, Hongjian Shi, Ruhui Ma, Honghao Gao, Yuan Liu, Weiyu Wang
2026 J jnl
Fedcompass: Federated Clustered and Periodic Aggregation Framework for Hybrid Classical-Quantum Models.
CoRR
Yueheng Wang, Xing He, Zinuo Cai, Rui Zhang, Ruhui Ma, Yuan Liu, Rajkumar Buyya
2026 J jnl
HeShare: Energy-Aware and Efficient Multi-Task GPU Sharing in Heterogeneous GPU-Based Computing Systems.
IEEE Trans. Computers
Zhuolong Jiang, Zinuo Cai, Hongyu Zhao, Baoheng Zhang, Tianqi Wu, Yiming Qiang, Ruhui Ma, Haibing Guan, Rajkumar Buyya
2026 J jnl
PIFGSR: Pluggable framework for information fusion using generative artificial intelligence (GenAI) in recommender systems.
Inf. Fusion
Yicheng Di, Hongjian Shi, Khushal Haider Syed, Ruhui Ma, Haibing Guan, Yuan Liu, Rajkumar Buyya
2026 J jnl
Reinforcement Learning-Based Data Weight Optimization for Sequential Recommendation.
IEEE Trans. Consumer Electron.
Shiquan Wang, Yicheng Di, Jiayu Bao, Zhuolong Jiang, Hongjian Shi, Ruhui Ma, Xin Gao, Zhiwei Song, Hong Yuan, Yuan Liu, Haibing Guan
2025 A* conf
AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows.
DAC
Lingxiao Jin, Zinuo Cai, Zebin Chen, Hongyu Zhao, Ruhui Ma
2025 J jnl
AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows.
CoRR
Lingxiao Jin, Zinuo Cai, Zebin Chen, Hongyu Zhao, Ruhui Ma
2025 J jnl
Context-based emotion recognition: A survey.
Neurocomputing
Rizwan Abbas, Bingnan Ni, Ruhui Ma, Teng Li, Yehao Lu, Xi Li
2025 J jnl
Efficient Federated Recommender System with Adaptive Model Pruning and Momentum-based Batch Adjustment.
Trans. Recomm. Syst.
Hongjian Shi, Yicheng Di, Xinyu Ruan, Mingrui Liao, Qian Zhang, Ruhui Ma, Haibing Guan
2025 J jnl
Efficient Vehicle Secure Scheduling and Access Authentication Scheme for 5G-Integrated Emergency Rescue Scenario.
IEEE Trans. Intell. Transp. Syst.
Sheng Li, Jin Cao, Yiqing Xiong, Kui Liu, Ruhui Ma, Yinghui Zhang, Ben Niu, Peijie Yin, Hui Li
2025 J jnl
Ephemera: Accelerating I/O-Intensive Serverless Workloads with a Harvested In-memory File System.
ACM Trans. Archit. Code Optim.
Lingxiao Jin, Zinuo Cai, Haoxin Wang, Zongpu Zhang, Ruhui Ma, Haibing Guan, Yuan Liu, Rajkumar Buyya
2025 J jnl
FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration.
IEEE Trans. Computers
Xinglei Chen, Zinuo Cai, Hanwen Zhang, Ruhui Ma, Rajkumar Buyya
2025 J jnl
FedDA: Resource-adaptive federated learning with dual-alignment aggregation optimization for heterogeneous edge devices.
Future Gener. Comput. Syst.
Shaohua Cao, Huixin Wu, Xiwen Wu, Ruhui Ma, Danxin Wang, Zhu Han, Weishan Zhang
2025 J jnl
Federated Learning With Client Clustering Selection and Quality-Aware Model Aggregation (2024).
IEEE Internet Things J.
Y. Peng, Chengjie Wang, Hongjian Shi, Ruhui Ma, Haibing Guan, Hanbo Yang
2025 J jnl
Federated Recommender System Based on Diffusion Augmentation and Guided Denoising.
ACM Trans. Inf. Syst.
Yicheng Di, Hongjian Shi, Xiaoming Wang, Ruhui Ma, Yuan Liu
2025 Misc conf
Fine-Grained Global Modeling Learning for Personalized Federated Sequential Recommender.
ICASSP
Yicheng Di, Hongjian Shi, Ruhui Ma, Yuan Liu, Weiyu Wang
2025 J jnl
HWDSQP: A Historical Weighted and Dynamic Scheduling Quantum Protocol to Enhance Communication Reliability.
IEEE J. Sel. Areas Commun.
Liwei Lin, Rongbo Ma, Zejian Wang, Zinuo Cai, Haochen Xu, Baoheng Zhang, Ruhui Ma, Rajkumar Buyya
2025 J jnl
HyperTuneFaaS: A serverless framework for hyperparameter tuning in image processing models.
Displays
Jiantao Zhang, Bojun Ren, Yicheng Fu, Rongbo Ma, Zinuo Cai, Weishan Zhang, Ruhui Ma, Jinshan Sun
2025 J jnl
LLMaaS: Serving Large-Language Models on Trusted Serverless Computing Platforms.
IEEE Trans. Artif. Intell.
Zinuo Cai, Rongbo Ma, Yicheng Fu, Weishan Zhang, Ruhui Ma, Haibing Guan
2025 J jnl
MemoriaNova: Optimizing Memory-Aware Model Inference for Edge Computing.
ACM Trans. Archit. Code Optim.
Renjun Zhang, Tianming Zhang, Zinuo Cai, Dongmei Li, Ruhui Ma, Rajkumar Buyya
2025 J jnl
NSAA: A Network Slice Access Authentication and Service Authorization Scheme for Integrated Satellite-Terrestrial Network.
IEEE Internet Things J.
Yurong Luo, Jin Cao, Chao Shang, Ruhui Ma, Ben Niu, Yinghui Zhang, Hui Li
2025 J jnl
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark.
J. Mach. Learn. Res.
Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao
2025 J jnl
Personalized Consumer Federated Recommender System Using Fine-Grained Transformation and Hybrid Information Sharing.
IEEE Trans. Consumer Electron.
Yicheng Di, Xiaoming Wang, Hongjian Shi, Chongsheng Fan, Rong Zhou, Ruhui Ma, Yuan Liu
2025 J jnl
SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling.
IEEE Trans. Parallel Distributed Syst.
Junhan Liu, Zinuo Cai, Yumou Liu, Hao Li, Zongpu Zhang, Ruhui Ma, Rajkumar Buyya
2025 J jnl
StarData: Distributed Map-Reduce Framework Atop Serverless Computing Platforms.
IEEE Access
Shuhui Zhou, Xing He, Zhenshuo Zhang, Feng Gao, Yuan Hong, Ruijin Gao, Xiaoming Wang, Hongsheng Yun, Ruhui Ma, Jinshan Sun
2025 J jnl
THOR: A Generic Energy Estimation Approach for On-Device Training.
CoRR
Jiaru Zhang, Zesong Wang, Hao Wang, Tao Song, Huai-an Su, Rui Chen, Yang Hua, Xiangwei Zhou, Ruhui Ma, Miao Pan, Haibing Guan
2025 — conf
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks.
ACL (1)
Peiwen Jiang, Haitong Jiang, Ruhui Ma, Yvonne Jie Chen, Jinhua Cheng
2025 J jnl
The Security Overview and Analysis of 3GPP 5G MAC CE.
CoRR
Jin Cao, Yuanyuan Yang, Ruhui Ma, Sheng Li, Hui Li
2025 J jnl
Ultra-High-Speed Terminal Secure Access and Intragroup Authentication Scheme in Satellite Networks.
IEEE Trans. Netw. Serv. Manag.
Yukun Zhu, Ruhui Ma, LuYao Liu, Jin Cao, Hui Li, Xiaosong Zhang
2024 J jnl
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network.
IEEE Trans. Netw. Serv. Manag.
Ruhui Ma, Jin Cao, Shiyang He, Yinghui Zhang, Ben Niu, Hui Li
2024 J jnl
Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks.
IEEE Trans. Netw. Sci. Eng.
Zhijie Wang, Ruhui Ma, Hongjian Shi, Zinuo Cai, Liwei Lin, Haibing Guan
2024 J jnl
Edge Caching Placement Strategy based on Evolutionary Game for Conversational Information Seeking in Edge Cloud Computing.
ACM Trans. Web
Hongjian Shi, Meng Zhang, Ruhui Ma, Liwei Lin, Rui Zhang, Haibing Guan
2024 J jnl
FedACQ: adaptive clustering quantization of model parameters in federated learning.
Int. J. Web Inf. Syst.
Tingting Tian, Hongjian Shi, Ruhui Ma, Yuan Liu
2024 C conf
Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices.
ICCD
Xueyuan Han, Zinuo Cai, Yichu Zhang, Chongxin Fan, Junhan Liu, Ruhui Ma, Rajkumar Buyya
2024 J jnl
Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices.
CoRR
Xueyuan Han, Zinuo Cai, Yichu Zhang, Chongxin Fan, Junhan Liu, Ruhui Ma, Rajkumar Buyya
2024 J jnl
MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition.
IEEE Trans. Comput. Biol. Bioinform.
Rui Zhang, Shuo Wang, Ruhui Ma, Yang Hua, Tao Song, Yunyun Cao, Haibing Guan
2024 J jnl
RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates.
ACM Trans. Internet Techn.
Shuming Fan, Hongjian Shi, Chenpei Wang, Ruhui Ma, Xiaoming Wang
2024 J jnl
RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing.
IEEE Trans. Intell. Transp. Syst.
Zinuo Cai, Zebin Chen, Zihan Liu, Quanmin Xie, Ruhui Ma, Haibing Guan
2024 J jnl
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System.
ACM Trans. Multim. Comput. Commun. Appl.
Hongjian Shi, Hao Wang, Ruhui Ma, Yang Hua, Tao Song, Honghao Gao, Haibing Guan
2024 — conf
SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks.
ECCV (19)
Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad Reza Haghighat, Haibing Guan
2024 J jnl
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference.
IEEE Trans. Comput. Soc. Syst.
Peiwen Jiang, Haoxin Wang, Zinuo Cai, Lintao Gao, Weishan Zhang, Ruhui Ma, Xiaokang Zhou
2024 J jnl
SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing.
IEEE J. Sel. Areas Commun.
Zinuo Cai, Zebin Chen, Ruhui Ma, Haibing Guan
2024 J jnl
SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data.
IEEE Trans. Cybern.
Zinuo Cai, Zebin Chen, Xinglei Chen, Ruhui Ma, Haibing Guan, Rajkumar Buyya
2024 J jnl
Siren$^+$+: Robust Federated Learning With Proactive Alarming and Differential Privacy.
IEEE Trans. Dependable Secur. Comput.
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Xiulang Jin, Zhengui Xue, Haibing Guan
2024 J jnl
Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling.
IEEE Trans. Sustain. Comput.
Shanxing Pan, Hongyu Zhao, Zinuo Cai, Dongmei Li, Ruhui Ma, Haibing Guan
2024 A* conf
TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs.
EMNLP
Peiwen Jiang, Xinbo Lin, Zibo Zhao, Ruhui Ma, Yvonne Jie Chen, Jinhua Cheng
2024 J jnl
cFedDT: Cross-Domain Federated Learning in Digital Twins for Metaverse Consumer Electronic Products.
IEEE Trans. Consumer Electron.
Ruhui Ma, Hongjian Shi, Honghao Gao, Haibing Guan, Muddesar Iqbal, Shahid Mumtaz
2024 J jnl
faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing.
IEEE Trans. Netw. Sci. Eng.
Hongyu Zhao, Shanxing Pan, Zinuo Cai, Xinglei Chen, Lingxiao Jin, Honghao Gao, Shaohua Wan, Ruhui Ma, Haibing Guan
2024 J jnl
pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems.
IEEE Trans. Cogn. Dev. Syst.
Hongjian Shi, Jianqing Zhang, Shuming Fan, Ruhui Ma, Haibing Guan
2023 J jnl
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G.
IEEE Trans. Netw. Serv. Manag.
Xiongpeng Ren, Jin Cao, Ruhui Ma, Yurong Luo, Jian Guan, Yinghui Zhang, Hui Li
2023 J jnl
A Software-Based Remote Attestation Scheme for Internet of Things Devices.
IEEE Trans. Dependable Secur. Comput.
Jin Cao, Tong Zhu, Ruhui Ma, Zhenyang Guo, Yinghui Zhang, Hui Li
2023 A* conf
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
ICML
Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
CoRR
Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication Systems.
IEEE J. Sel. Areas Commun.
Hongjian Shi, Weichu Zheng, Zifei Liu, Ruhui Ma, Haibing Guan
2023 J jnl
Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.
CoRR
Zinuo Cai, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Haibing Guan
2023 A* conf
Eliminating Domain Bias for Federated Learning in Representation Space.
NeurIPS
Jianqing Zhang, Yang Hua, Jian Cao, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
Eliminating Domain Bias for Federated Learning in Representation Space.
CoRR
Jianqing Zhang, Yang Hua, Jian Cao, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
FHAP: Fast Handover Authentication Protocol for High-Speed Mobile Terminals in 5G Satellite-Terrestrial-Integrated Networks.
IEEE Internet Things J.
Yuanyuan Yang, Jin Cao, Ruhui Ma, Lifu Cheng, Lilan Chen, Ben Niu, Hui Li
2023 A* conf
FedALA: Adaptive Local Aggregation for Personalized Federated Learning.
AAAI
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 A* conf
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
KDD
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 A* conf
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
ICCV
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan
2023 J jnl
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan
2023 J jnl
GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security.
IEEE Trans. Comput. Soc. Syst.
Zinuo Cai, Bojun Ren, Ruhui Ma, Haibing Guan, Mengke Tian, Yong Wang
2023 J jnl
Hierarchical Adaptive Collaborative Learning: A Distributed Learning Framework for Customized Cloud Services in 6G Mobile Systems.
IEEE Netw.
Hongjian Shi, Ruhui Ma, Dongmei Li, Haibing Guan
2023 A conf
Information Bound and Its Applications in Bayesian Neural Networks.
ECAI
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
OSTTD: Offloading of Splittable Tasks With Topological Dependence in Multi-Tier Computing Networks.
IEEE J. Sel. Areas Commun.
Rui Zhang, Xuesen Chu, Ruhui Ma, Meng Zhang, Liwei Lin, Honghao Gao, Haibing Guan
2023 Misc conf
Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion.
ICASSP
Rui Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023 J jnl
PFLlib: Personalized Federated Learning Algorithm Library.
CoRR
Jianqing Zhang, Yang Liu, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao
2023 J jnl
Perceptual Data Augmentation for Biomedical Coronary Vessel Segmentation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yuxin Ma, Shuo Wang, Yang Hua, Ruhui Ma, Tao Song, Zhengui Xue, Heng Cao, Haibing Guan
2023 — conf
Self-supervised Multi-object Tracking with Cycle-Consistency.
MMM (2)
Yuanhang Yin, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2023 J jnl
SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks.
CoRR
Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad R. Haghighat, Haibing Guan
2022 J jnl
A Group-Based Multicast Service Authentication and Data Transmission Scheme for 5G-V2X.
IEEE Trans. Intell. Transp. Syst.
Ruhui Ma, Jin Cao, Yinghui Zhang, Chao Shang, Lihui Xiong, Hui Li
2022 J jnl
A robust authentication scheme for remote diagnosis and maintenance in 5G V2N.
J. Netw. Comput. Appl.
Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li, Xiaowei Li, Yang Xu
2022 J jnl
An Efficient Deep Learning Approach To IoT Intrusion Detection.
Comput. J.
Jin Cao, Liwei Lin, Ruhui Ma, Haibing Guan, Mengke Tian, Yong Wang
2022 — conf
Batch Gradient Descent-based Optimization of WMMSE for Rate Splitting Strategy.
ISWCS
Zhijie Wang, Ruhui Ma, Hongjian Shi, Liwei Lin, Haibing Guan
2022 J jnl
ES2: Building an Efficient and Responsive Event Path for I/O Virtualization.
IEEE Trans. Cloud Comput.
Xiaokang Hu, Jian Li, Ruhui Ma, Haibing Guan
2022 J jnl
FedALA: Adaptive Local Aggregation for Personalized Federated Learning.
CoRR
Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2022 A* conf
Improving Bayesian Neural Networks by Adversarial Sampling.
AAAI
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2022 J jnl
RPRIA: Reputation and PUF-Based Remote Identity Attestation Protocol for Massive IoT Devices.
IEEE Internet Things J.
Jin Cao, Sheng Li, Ruhui Ma, Yuxi Han, Yueyu Zhang, Hui Li
2022 J jnl
Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks.
IEEE Trans. Big Data
Zongpu Zhang, Tao Song, Liwei Lin, Yang Hua, Xufeng He, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 J jnl
A Composable Multifactor Identity Authentication and Authorization Scheme for 5G Services.
Secur. Commun. Networks
Yurong Luo, Hui Li, Ruhui Ma, Zhenyang Guo
2021 B conf
Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks.
ICIP
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 J jnl
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks.
CoRR
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 Misc conf
Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking.
ICASSP
Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2021 J jnl
Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data.
Trans. Data Sci.
Jiaru Zhang, Ruhui Ma, Tao Song, Yang Hua, Zhengui Xue, Chenyang Guan, Haibing Guan
2021 — conf
Positional Mask Attention for Video Sequence Modeling.
CISP-BMEI
Jiaxuan Wang, Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 A* conf
Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization.
CVPR
Jiaru Zhang, Yang Hua, Zhengui Xue, Tao Song, Chengyu Zheng, Ruhui Ma, Haibing Guan
2021 A* conf
Self-Supervised Vessel Segmentation via Adversarial Learning.
ICCV
Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, Haibing Guan
2021 — conf
Siren: Byzantine-robust Federated Learning via Proactive Alarming.
SoCC
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan
2021 J jnl
SpaceDML: Enabling Distributed Machine Learning in Space Information Networks.
IEEE Netw.
Hanxi Guo, Qing Yang, Hao Wang, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021 A* conf
Themis: A Fair Evaluation Platform for Computer Vision Competitions.
IJCAI
Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan
2020 B conf
A Secure Authentication Scheme for Remote Diagnosis and Maintenance in Internet of Vehicles.
WCNC
Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li, Ben Niu, Fenghua Li, Lihua Yin
2020 J jnl
A Survey on Security Aspects for 3GPP 5G Networks.
IEEE Commun. Surv. Tutorials
Jin Cao, Maode Ma, Hui Li, Ruhui Ma, Yunqing Sun, Pu Yu, Lihui Xiong
2020 J jnl
Balancing Power And Performance In HPC Clouds.
Comput. J.
Lixia Chen, Jian Li, Ruhui Ma, Haibing Guan, Hans-Arno Jacobsen
2020 — conf
Dual Adversarial Network for Deep Active Learning.
ECCV (24)
Shuo Wang, Yuexiang Li, Kai Ma, Ruhui Ma, Haibing Guan, Yefeng Zheng
2020 J jnl
FTGPHA: Fixed-Trajectory Group Pre-Handover Authentication Mechanism for Mobile Relays in 5G High-Speed Rail Networks.
IEEE Trans. Veh. Technol.
Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li, Shiyang He
2020 J jnl
LAA: Lattice-Based Access Authentication Scheme for IoT in Space Information Networks.
IEEE Internet Things J.
Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li
2020 J jnl
LSAA: A Lightweight and Secure Access Authentication Scheme for Both UE and mMTC Devices in 5G Networks.
IEEE Internet Things J.
Jin Cao, Zheng Yan, Ruhui Ma, Yinghui Zhang, Yulong Fu, Hui Li
2020 J jnl
Online traffic-aware linked VM placement in cloud data centers.
Sci. China Inf. Sci.
Liwei Lin, David S. L. Wei, Ruhui Ma, Jian Li, Haibing Guan
2020 A* conf
Reinforcing Neural Network Stability with Attractor Dynamics.
AAAI
Hanming Deng, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2020 B conf
VTT: Long-term Visual Tracking with Transformers.
ICPR
Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2019 J jnl
Better Accuracy and Efficiency for Fuzzy Search on Encrypted Data.
CoRR
Jinkun Cao, Jinhao Zhu, Liwei Lin, Ruhui Ma, Haibing Guan
2019 A conf
EnclaveCache: A Secure and Scalable Key-value Cache in Multi-tenant Clouds using Intel SGX.
Middleware
Li-Xia Chen, Jian Li, Ruhui Ma, Haibing Guan, Hans-Arno Jacobsen
2019 J jnl
Implementation of an effective dynamic concolic execution framework for analyzing binary programs.
Comput. Secur.
Erzhou Zhu, Peng Wen, Kanqi Ni, Ruhui Ma
2019 J jnl
LG-RAM: Load-aware global resource affinity management for virtualized multicore systems.
J. Syst. Archit.
Jianmin Qian, Jian Li, Ruhui Ma, Liwei Lin, Haibing Guan
2019 A* conf
Object Guided External Memory Network for Video Object Detection.
ICCV
Hanming Deng, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2019 J jnl
PPSHA: Privacy preserving secure handover authentication scheme for all application scenarios in LTE-A networks.
Ad Hoc Networks
Ruhui Ma, Jin Cao, Dengguo Feng, Hui Li, Yinghui Zhang, Xixiang Lv
2019 A* conf
Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks.
ACM Multimedia
Xufeng He, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2019 J jnl
When I/O Interrupt Becomes System Bottleneck: Efficiency and Scalability Enhancement for SR-IOV Network Virtualization.
IEEE Trans. Cloud Comput.
Jian Li, Shuai Xue, Wang Zhang, Ruhui Ma, Zhengwei Qi, Haibing Guan
2019 A conf
vDARM: Dynamic Adaptive Resource Management for Virtualized Multiprocessor Systems.
DATE
Jianmin Qian, Jian Li, Ruhui Ma, Haibing Guan
2019 J jnl
vSimilar: A high-adaptive VM scheduler based on the CPU pool mechanism.
J. Syst. Archit.
Liwei Lin, Xiaodong Liu, Ruhui Ma, Jian Li, Dajin Wang, Haibing Guan
2018 J jnl
An effective partitional clustering algorithm based on new clustering validity index.
Appl. Soft Comput.
Erzhou Zhu, Ruhui Ma
2018 J jnl
D
IEEE Trans. Dependable Secur. Comput.
Fanfu Zhou, Zhengwei Qi, Jianguo Yao, Ruhui Ma, Bin Wang, Athanasios V. Vasilakos, Haibing Guan
2018 — conf
Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images.
BIBM
Shuo Wang, Yang Hua, Yunyun Cao, Tao Song, Zhengui Xue, Xiaoping Gong, Guanjie Wang, Ruhui Ma, Haibing Guan
2018 J jnl
FastDesk: A remote desktop virtualization system for multi-tenant.
Future Gener. Comput. Syst.
Tao Song, Jiajun Wang, Jiewei Wu, Ruhui Ma, Alei Liang, Tao Gu, Zhengwei Qi
2018 C conf
Optimizing Virtual Resource Management for Consolidated NUMA Systems.
ICCD
Jianmin Qian, Jian Li, Ruhui Ma, Haibing Guan
2018 A conf
Topology-aware virtual resource management for heterogeneous multicore systems.
DATE
Jianmin Qian, Jian Li, Ruhui Ma
2018 A* conf
Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos.
ACM Multimedia
Zongpu Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2017 J jnl
Accurate CPU Proportional Share and Predictable I/O Responsiveness for Virtual Machine Monitor: A Case Study in Xen.
IEEE Trans. Cloud Comput.
Jian Li, Ruhui Ma, Haibing Guan, David S. L. Wei
2017 J jnl
Ashman: A Bandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks.
Comput. J.
Tao Song, Yuchen Liu, Yiding Wang, Ruhui Ma, Alei Liang, Zhengwei Qi, Haibing Guan
2017 B conf
ES2: Aiming at an Optimal Virtual I/O Event Path.
ICPP
Xiaokang Hu, Wang Zhang, Jian Li, Ruhui Ma, Feng Wu, Haibing Guan
2017 J jnl
ForenVisor: A Tool for Acquiring and Preserving Reliable Data in Cloud Live Forensics.
IEEE Trans. Cloud Comput.
Zhengwei Qi, Chengcheng Xiang, Ruhui Ma, Jian Li, Haibing Guan, David S. L. Wei
2017 J jnl
TEES: An Efficient Search Scheme over Encrypted Data on Mobile Cloud.
IEEE Trans. Cloud Comput.
Jian Li, Ruhui Ma, Haibing Guan
2016 J jnl
A user mode CPU-GPU scheduling framework for hybrid workloads.
Future Gener. Comput. Syst.
Bin Wang, Ruhui Ma, Zhengwei Qi, Jianguo Yao, Haibing Guan
2016 J jnl
Optimizations for High Performance Network Virtualization.
J. Comput. Sci. Technol.
Fanfu Zhou, Ruhui Ma, Jian Li, Li-Xia Chen, Weidong Qiu, Haibing Guan
2015 J jnl
A survey on data center networking for cloud computing.
Comput. Networks
Bin Wang, Zhengwei Qi, Ruhui Ma, Haibing Guan, Athanasios V. Vasilakos
2015 — conf
DaSS: Dynamic Time Slice Scheduler for Virtual Machine Monitor.
ICA3PP (1)
Ruhui Ma, Jian Li, Liwei Lin, Haibing Guan
2015 J jnl
EnDAS: Efficient Encrypted Data Search as a Mobile Cloud Service.
IEEE Trans. Emerg. Top. Comput.
Ruhui Ma, Jian Li, Haibing Guan, Mingyuan Xia, Xue Liu
2015 J jnl
WaSCO: A Hybrid Enterprise Desktop Wake-Up System Based on Cloud Infrastructure.
IEEE Access
Ruhui Ma, Jian Li, Haibing Guan, Bin Wang, David S. L. Wei
2015 C conf
vINT: Hardware-Assisted Virtual Interrupt Remapping for SMP VM with Scheduling Awareness.
CloudCom
Jian Li, Ruhui Ma, Haibing Guan, David S. L. Wei
2014 A conf
Pinso: Precise Isolation of Concurrency Bugs via Delta Triaging.
ICSME
Bo Liu, Zhengwei Qi, Bin Wang, Ruhui Ma
2014 J jnl
Two-phase execution of binary applications on CPU/GPU machines.
Comput. Electr. Eng.
Erzhou Zhu, Ruhui Ma, Yang Hou, Yindong Yang, Feng Liu, Haibing Guan
2014 J jnl
Workload-Aware Credit Scheduler for Improving Network I/O Performance in Virtualization Environment.
IEEE Trans. Cloud Comput.
Haibing Guan, Ruhui Ma, Jian Li
2013 J jnl
Cache isolation for virtualization of mixed general-purpose and real-time systems.
J. Syst. Archit.
Ruhui Ma, Wei Ye, Alei Liang, Haibing Guan, Jian Li
2013 J jnl
Performance Enhancement for Network I/O Virtualization with Efficient Interrupt Coalescing and Virtual Receive-Side Scaling.
IEEE Trans. Parallel Distributed Syst.
Haibing Guan, Yaozu Dong, Ruhui Ma, Dongxiao Xu, Yang Zhang, Jian Li
2013 J jnl
Performance Tuning Towards a KVM-based Embedded Real-Time Virtualization System.
J. Inf. Sci. Eng.
Ruhui Ma, Fanfu Zhou, Erzhou Zhu, Haibing Guan
2012 C conf
Adaptive and Scalable Optimizations for High Performance SR-IOV.
CLUSTER
Zhiqiang Huang, Ruhui Ma, Jian Li, Zhibo Chang, Haibing Guan
2012 C conf
Adjustable Credit Scheduling for High Performance Network Virtualization.
CLUSTER
Zhibo Chang, Jian Li, Ruhui Ma, Zhiqiang Huang, Haibing Guan
2012 — conf
High Availability through Output Continuity.
CLUSTER Workshops
Wei Ye, Yaozu Dong, Ruhui Ma, Alei Liang, Haibing Guan
2012 J jnl
SINOF: A dynamic-static combined framework for dynamic binary translation.
J. Syst. Archit.
Haibing Guan, Erzhou Zhu, Hongxi Wang, Ruhui Ma, Yindong Yang, Bin Wang
2011 J jnl
A Dynamic-Static Combined Code Layout Reorganization Approach for Dynamic Binary Translation.
J. Softw.
Haibing Guan, Erzhou Zhu, Kai Chen, Ruhui Ma, Yunchao He, Haipeng Deng, Hongbo Yang
2011 J jnl
Code cache management based on working set in dynamic binary translator.
Comput. Sci. Inf. Syst.
Ruhui Ma, Haibing Guan, Erzhou Zhu, Yongqiang Gao, Alei Liang
2011 J jnl
MTCrossBit: A dynamic binary translation system based on multithreaded optimization.
Sci. China Inf. Sci.
Haibing Guan, Ruhui Ma, Hongbo Yang, Yindong Yang, Liang Liu, Ying Chen
2011 J jnl
Partitioning the Conventional DBT System for Multiprocessors.
J. Comput. Sci. Technol.
Ruhui Ma, Haibing Guan, Erzhou Zhu, Hongbo Yang, Yindong Yang, A-Lei Liang
2009 C conf
MTCrossBit: A Dynamic Binary Translation System Using Multithreaded Optimization Framework.
ICA3PP
Xiaolong Li, Deen Zheng, Ruhui Ma, Alei Liang, Haibing Guan
2009 J jnl
Network Anomaly Detection Based on Wavelet Fuzzy Neural Network with Modified QPSO.
Int. J. Distributed Sens. Networks
Ruhui Ma, Yuan Liu, Xing Lin
2008 — conf
Network Anomaly Detection Using RBF Neural Network with Hybrid QPSO.
ICNSC
Ruhui Ma, Yuan Liu, Xing Lin, Zhang Wang