Network Anomaly Detection Using RBF Neural Network with Hybrid QPSO. - Ruhui Ma; Yuan Liu; Xing Lin; Zhang Wang (ICNSC, 2008)

MTCrossBit: A Dynamic Binary Translation System Using Multithreaded Optimization Framework. - Xiaolong Li; Deen Zheng; Ruhui Ma; Alei Liang; Haibing Guan (ICA3PP, 2009)

Network Anomaly Detection Based on Wavelet Fuzzy Neural Network with Modified QPSO. - Ruhui Ma; Yuan Liu; Xing Lin (Int. J. Distributed Sens. Networks, 2009)

MTCrossBit: A dynamic binary translation system based on multithreaded optimization. - Haibing Guan; Ruhui Ma; Hongbo Yang; Yindong Yang; Liang Liu 010; Ying Chen 004 (Sci. China Inf. Sci., 2011)

Code cache management based on working set in dynamic binary translator. - Ruhui Ma; Haibing Guan; Erzhou Zhu; Yongqiang Gao; Alei Liang (Comput. Sci. Inf. Syst., 2011)

Partitioning the Conventional DBT System for Multiprocessors. - Ruhui Ma; Haibing Guan; Erzhou Zhu; Hongbo Yang; Yindong Yang; A.-Lei Liang (J. Comput. Sci. Technol., 2011)

A Dynamic-Static Combined Code Layout Reorganization Approach for Dynamic Binary Translation. - Haibing Guan; Erzhou Zhu; Kai Chen 006; Ruhui Ma; Yunchao He; Haipeng Deng; Hongbo Yang (J. Softw., 2011)

Adjustable Credit Scheduling for High Performance Network Virtualization. - Zhibo Chang; Jian Li 021; Ruhui Ma; Zhiqiang Huang; Haibing Guan (CLUSTER, 2012)

Adaptive and Scalable Optimizations for High Performance SR-IOV. - Zhiqiang Huang; Ruhui Ma; Jian Li 021; Zhibo Chang; Haibing Guan (CLUSTER, 2012)

High Availability through Output Continuity. - Wei Ye; Yaozu Dong; Ruhui Ma; Alei Liang; Haibing Guan (CLUSTER Workshops, 2012)

SINOF: A dynamic-static combined framework for dynamic binary translation. - Haibing Guan; Erzhou Zhu; Hongxi Wang; Ruhui Ma; Yindong Yang; Bin Wang 062 (J. Syst. Archit., 2012)

Performance Tuning Towards a KVM-based Embedded Real-Time Virtualization System. - Ruhui Ma; Fanfu Zhou; Erzhou Zhu; Haibing Guan (J. Inf. Sci. Eng., 2013)

Cache isolation for virtualization of mixed general-purpose and real-time systems. - Ruhui Ma; Wei Ye; Alei Liang; Haibing Guan; Jian Li 021 (J. Syst. Archit., 2013)

Performance Enhancement for Network I/O Virtualization with Efficient Interrupt Coalescing and Virtual Receive-Side Scaling. - Haibing Guan; Yaozu Dong; Ruhui Ma; Dongxiao Xu; Yang Zhang; Jian Li 021 (IEEE Trans. Parallel Distributed Syst., 2013)

Pinso: Precise Isolation of Concurrency Bugs via Delta Triaging. - Bo Liu 001; Zhengwei Qi; Bin Wang 062; Ruhui Ma (ICSME, 2014)

Two-phase execution of binary applications on CPU/GPU machines. - Erzhou Zhu; Ruhui Ma; Yang Hou; Yindong Yang; Feng Liu 024; Haibing Guan (Comput. Electr. Eng., 2014)

Workload-Aware Credit Scheduler for Improving Network I/O Performance in Virtualization Environment. - Haibing Guan; Ruhui Ma; Jian Li 021 (IEEE Trans. Cloud Comput., 2014)

vINT: Hardware-Assisted Virtual Interrupt Remapping for SMP VM with Scheduling Awareness. - Jian Li 021; Ruhui Ma; Haibing Guan; David S. L. Wei (CloudCom, 2015)

DaSS: Dynamic Time Slice Scheduler for Virtual Machine Monitor. - Ruhui Ma; Jian Li 021; Liwei Lin; Haibing Guan (ICA3PP (1), 2015)

WaSCO: A Hybrid Enterprise Desktop Wake-Up System Based on Cloud Infrastructure. - Ruhui Ma; Jian Li 021; Haibing Guan; Bin Wang 062; David S. L. Wei (IEEE Access, 2015)

A survey on data center networking for cloud computing. - Bin Wang 062; Zhengwei Qi; Ruhui Ma; Haibing Guan; Athanasios V. Vasilakos (Comput. Networks, 2015)

EnDAS: Efficient Encrypted Data Search as a Mobile Cloud Service. - Ruhui Ma; Jian Li 021; Haibing Guan; Mingyuan Xia 001; Xue Liu 001 (IEEE Trans. Emerg. Top. Comput., 2015)

A user mode CPU-GPU scheduling framework for hybrid workloads. - Bin Wang 062; Ruhui Ma; Zhengwei Qi; Jianguo Yao; Haibing Guan (Future Gener. Comput. Syst., 2016)

Optimizations for High Performance Network Virtualization. - Fanfu Zhou; Ruhui Ma; Jian Li 021; Li-Xia Chen; Weidong Qiu; Haibing Guan (J. Comput. Sci. Technol., 2016)

ES2: Aiming at an Optimal Virtual I/O Event Path. - Xiaokang Hu; Wang Zhang; Jian Li 021; Ruhui Ma; Feng Wu; Haibing Guan (ICPP, 2017)

Ashman: A Bandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks. - Tao Song 003; Yuchen Liu; Yiding Wang; Ruhui Ma; Alei Liang; Zhengwei Qi; Haibing Guan (Comput. J., 2017)

TEES: An Efficient Search Scheme over Encrypted Data on Mobile Cloud. - Jian Li 021; Ruhui Ma; Haibing Guan (IEEE Trans. Cloud Comput., 2017)

Accurate CPU Proportional Share and Predictable I/O Responsiveness for Virtual Machine Monitor: A Case Study in Xen. - Jian Li 021; Ruhui Ma; Haibing Guan; David S. L. Wei (IEEE Trans. Cloud Comput., 2017)

ForenVisor: A Tool for Acquiring and Preserving Reliable Data in Cloud Live Forensics. - Zhengwei Qi; Chengcheng Xiang; Ruhui Ma; Jian Li 021; Haibing Guan; David S. L. Wei (IEEE Trans. Cloud Comput., 2017)

Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images. - Shuo Wang 008; Yang Hua 001; Yunyun Cao; Tao Song 003; Zhengui Xue; Xiaoping Gong; Guanjie Wang; Ruhui Ma; Haibing Guan (BIBM, 2018)

Topology-aware virtual resource management for heterogeneous multicore systems. - Jianmin Qian; Jian Li 021; Ruhui Ma (DATE, 2018)

Optimizing Virtual Resource Management for Consolidated NUMA Systems. - Jianmin Qian; Jian Li 021; Ruhui Ma; Haibing Guan (ICCD, 2018)

Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos. - Zongpu Zhang; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Neil Martin Robertson; Haibing Guan (ACM Multimedia, 2018)

An effective partitional clustering algorithm based on new clustering validity index. - Erzhou Zhu; Ruhui Ma (Appl. Soft Comput., 2018)

FastDesk: A remote desktop virtualization system for multi-tenant. - Tao Song 003; Jiajun Wang; Jiewei Wu; Ruhui Ma; Alei Liang; Tao Gu 001; Zhengwei Qi (Future Gener. Comput. Syst., 2018)

D2FL: Design and Implementation of Distributed Dynamic Fault Localization. - Fanfu Zhou; Zhengwei Qi; Jianguo Yao; Ruhui Ma; Bin Wang 062; Athanasios V. Vasilakos; Haibing Guan (IEEE Trans. Dependable Secur. Comput., 2018)

vDARM: Dynamic Adaptive Resource Management for Virtualized Multiprocessor Systems. - Jianmin Qian; Jian Li 021; Ruhui Ma; Haibing Guan (DATE, 2019)

Object Guided External Memory Network for Video Object Detection. - Hanming Deng; Yang Hua 001; Tao Song 003; Zongpu Zhang; Zhengui Xue; Ruhui Ma; Neil Martin Robertson; Haibing Guan (ICCV, 2019)

EnclaveCache: A Secure and Scalable Key-value Cache in Multi-tenant Clouds using Intel SGX. - Li-Xia Chen; Jian Li 021; Ruhui Ma; Haibing Guan; Hans-Arno Jacobsen (Middleware, 2019)

Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks. - Xufeng He; Yang Hua 001; Tao Song 003; Zongpu Zhang; Zhengui Xue; Ruhui Ma; Neil Martin Robertson; Haibing Guan (ACM Multimedia, 2019)

PPSHA: Privacy preserving secure handover authentication scheme for all application scenarios in LTE-A networks. - Ruhui Ma; Jin Cao 001; Dengguo Feng; Hui Li 006; Yinghui Zhang 002; Xixiang Lv (Ad Hoc Networks, 2019)

Implementation of an effective dynamic concolic execution framework for analyzing binary programs. - Erzhou Zhu; Peng Wen; Kanqi Ni; Ruhui Ma (Comput. Secur., 2019)

Better Accuracy and Efficiency for Fuzzy Search on Encrypted Data. - Jinkun Cao; Jinhao Zhu; Liwei Lin; Ruhui Ma; Haibing Guan (CoRR, 2019)

vSimilar: A high-adaptive VM scheduler based on the CPU pool mechanism. - Liwei Lin; Xiaodong Liu; Ruhui Ma; Jian Li 021; Dajin Wang; Haibing Guan (J. Syst. Archit., 2019)

LG-RAM: Load-aware global resource affinity management for virtualized multicore systems. - Jianmin Qian; Jian Li 021; Ruhui Ma; Liwei Lin; Haibing Guan (J. Syst. Archit., 2019)

When I/O Interrupt Becomes System Bottleneck: Efficiency and Scalability Enhancement for SR-IOV Network Virtualization. - Jian Li 021; Shuai Xue; Wang Zhang; Ruhui Ma; Zhengwei Qi; Haibing Guan (IEEE Trans. Cloud Comput., 2019)

Reinforcing Neural Network Stability with Attractor Dynamics. - Hanming Deng; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Neil Robertson 002; Haibing Guan (AAAI, 2020)

Dual Adversarial Network for Deep Active Learning. - Shuo Wang 008; Yuexiang Li; Kai Ma 002; Ruhui Ma; Haibing Guan; Yefeng Zheng 001 (ECCV (24), 2020)

VTT: Long-term Visual Tracking with Transformers. - Tianling Bian; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Neil Robertson 002; Haibing Guan (ICPR, 2020)

A Secure Authentication Scheme for Remote Diagnosis and Maintenance in Internet of Vehicles. - Ruhui Ma; Jin Cao 001; Dengguo Feng; Hui Li 006; Ben Niu 001; Fenghua Li; Lihua Yin (WCNC, 2020)

Online traffic-aware linked VM placement in cloud data centers. - Liwei Lin; David S. L. Wei; Ruhui Ma; Jian Li 021; Haibing Guan (Sci. China Inf. Sci., 2020)

Balancing Power And Performance In HPC Clouds. - Lixia Chen; Jian Li 021; Ruhui Ma; Haibing Guan; Hans-Arno Jacobsen (Comput. J., 2020)

A Survey on Security Aspects for 3GPP 5G Networks. - Jin Cao 001; Maode Ma; Hui Li 006; Ruhui Ma; Yunqing Sun; Pu Yu; Lihui Xiong (IEEE Commun. Surv. Tutorials, 2020)

LSAA: A Lightweight and Secure Access Authentication Scheme for Both UE and mMTC Devices in 5G Networks. - Jin Cao 001; Zheng Yan 002; Ruhui Ma; Yinghui Zhang 002; Yulong Fu; Hui Li 006 (IEEE Internet Things J., 2020)

LAA: Lattice-Based Access Authentication Scheme for IoT in Space Information Networks. - Ruhui Ma; Jin Cao 001; Dengguo Feng; Hui Li 006 (IEEE Internet Things J., 2020)

FTGPHA: Fixed-Trajectory Group Pre-Handover Authentication Mechanism for Mobile Relays in 5G High-Speed Rail Networks. - Ruhui Ma; Jin Cao 001; Dengguo Feng; Hui Li 006; Shiyang He (IEEE Trans. Veh. Technol., 2020)

Positional Mask Attention for Video Sequence Modeling. - Jiaxuan Wang; Chaoyi Wang; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (CISP-BMEI, 2021)

Siren: Byzantine-robust Federated Learning via Proactive Alarming. - Hanxi Guo; Hao Wang 022; Tao Song 003; Yang Hua 001; Zhangcheng Lv; Xiulang Jin; Zhengui Xue; Ruhui Ma; Haibing Guan (SoCC, 2021)

Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization. - Jiaru Zhang; Yang Hua 001; Zhengui Xue; Tao Song 003; Chengyu Zheng; Ruhui Ma; Haibing Guan (CVPR, 2021)

Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking. - Chaoyi Wang; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Neil Robertson 002; Haibing Guan (ICASSP, 2021)

Self-Supervised Vessel Segmentation via Adversarial Learning. - Yuxin Ma; Yang Hua 001; Hanming Deng; Tao Song 003; Hao Wang 022; Zhengui Xue; Heng Cao; Ruhui Ma; Haibing Guan (ICCV, 2021)

Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks. - Yanran Wu; Xiangtai Li; Chen Shi; Yunhai Tong; Yang Hua 001; Tao Song 003; Ruhui Ma; Haibing Guan (ICIP, 2021)

Themis: A Fair Evaluation Platform for Computer Vision Competitions. - Zinuo Cai; Jianyong Yuan; Yang Hua 001; Tao Song 003; Hao Wang 022; Zhengui Xue; Ningxin Hu; Jonathan Ding; Ruhui Ma; Mohammad Reza Haghighat; Haibing Guan (IJCAI, 2021)

SpaceDML: Enabling Distributed Machine Learning in Space Information Networks. - Hanxi Guo; Qing Yang; Hao Wang 022; Yang Hua 001; Tao Song 003; Ruhui Ma; Haibing Guan (IEEE Netw., 2021)

A Composable Multifactor Identity Authentication and Authorization Scheme for 5G Services. - Yurong Luo; Hui Li 006; Ruhui Ma; Zhenyang Guo (Secur. Commun. Networks, 2021)

Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data. - Jiaru Zhang; Ruhui Ma; Tao Song 003; Yang Hua 001; Zhengui Xue; Chenyang Guan; Haibing Guan (Trans. Data Sci., 2021)

Improving Bayesian Neural Networks by Adversarial Sampling. - Jiaru Zhang; Yang Hua 001; Tao Song 003; Hao Wang 022; Zhengui Xue; Ruhui Ma; Haibing Guan (AAAI, 2022)

Batch Gradient Descent-based Optimization of WMMSE for Rate Splitting Strategy. - Zhijie Wang 013; Ruhui Ma; Hongjian Shi; Liwei Lin; Haibing Guan (ISWCS, 2022)

An Efficient Deep Learning Approach To IoT Intrusion Detection. - Jin Cao; Liwei Lin; Ruhui Ma; Haibing Guan; Mengke Tian; Yong Wang (Comput. J., 2022)

RPRIA: Reputation and PUF-Based Remote Identity Attestation Protocol for Massive IoT Devices. - Jin Cao 001; Sheng Li; Ruhui Ma; Yuxi Han; Yueyu Zhang; Hui Li 006 (IEEE Internet Things J., 2022)

A robust authentication scheme for remote diagnosis and maintenance in 5G V2N. - Ruhui Ma; Jin Cao 001; Dengguo Feng; Hui Li 006; Xiaowei Li 001; Yang Xu (J. Netw. Comput. Appl., 2022)

Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks. - Zongpu Zhang; Tao Song 003; Liwei Lin; Yang Hua 001; Xufeng He; Zhengui Xue; Ruhui Ma; Haibing Guan (IEEE Trans. Big Data, 2022)

ES2: Building an Efficient and Responsive Event Path for I/O Virtualization. - Xiaokang Hu; Jian Li 021; Ruhui Ma; Haibing Guan (IEEE Trans. Cloud Comput., 2022)

A Group-Based Multicast Service Authentication and Data Transmission Scheme for 5G-V2X. - Ruhui Ma; Jin Cao 001; Yinghui Zhang 002; Chao Shang; Lihui Xiong; Hui Li 006 (IEEE Trans. Intell. Transp. Syst., 2022)

FedALA: Adaptive Local Aggregation for Personalized Federated Learning. - Jianqing Zhang; Yang Hua 001; Hao Wang 022; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (AAAI, 2023)

Information Bound and Its Applications in Bayesian Neural Networks. - Jiaru Zhang; Yang Hua 001; Tao Song 003; Hao Wang 022; Zhengui Xue; Ruhui Ma; Haibing Guan (ECAI, 2023)

Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion. - Rui Zhang 087; Yang Hua 001; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (ICASSP, 2023)

GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning. - Jianqing Zhang; Yang Hua 001; Hao Wang 022; Tao Song 003; Zhengui Xue; Ruhui Ma; Jian Cao; Haibing Guan (ICCV, 2023)

Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples. - Chumeng Liang; Xiaoyu Wu; Yang Hua 001; Jiaru Zhang; Yiming Xue; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (ICML, 2023)

FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy. - Jianqing Zhang; Yang Hua 001; Hao Wang 022; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (KDD, 2023)

Self-supervised Multi-object Tracking with Cycle-Consistency. - Yuanhang Yin; Yang Hua 001; Tao Song 003; Ruhui Ma; Haibing Guan (MMM (2), 2023)

Eliminating Domain Bias for Federated Learning in Representation Space. - Jianqing Zhang; Yang Hua 001; Jian Cao; Hao Wang 022; Tao Song 003; Zhengui Xue; Ruhui Ma; Haibing Guan (NeurIPS, 2023)

Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs. - Zinuo Cai; Hao Wang 022; Tao Song 003; Yang Hua 001; Ruhui Ma; Haibing Guan (CoRR, 2023)

PFLlib: Personalized Federated Learning Algorithm Library. - Jianqing Zhang; Yang Liu 165; Yang Hua 001; Hao Wang 022; Tao Song 003; Zhengui Xue; Ruhui Ma; Jian Cao (CoRR, 2023)

OSTTD: Offloading of Splittable Tasks With Topological Dependence in Multi-Tier Computing Networks. - Rui Zhang 087; Xuesen Chu; Ruhui Ma; Meng Zhang; Liwei Lin; Honghao Gao; Haibing Guan (IEEE J. Sel. Areas Commun., 2023)

Hierarchical Adaptive Collaborative Learning: A Distributed Learning Framework for Customized Cloud Services in 6G Mobile Systems. - Hongjian Shi; Ruhui Ma; Dongmei Li; Haibing Guan (IEEE Netw., 2023)

Perceptual Data Augmentation for Biomedical Coronary Vessel Segmentation. - Yuxin Ma; Shuo Wang 008; Yang Hua 001; Ruhui Ma; Tao Song 003; Zhengui Xue; Heng Cao; Haibing Guan (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

A Software-Based Remote Attestation Scheme for Internet of Things Devices. - Jin Cao 001; Tong Zhu; Ruhui Ma; Zhenyang Guo; Yinghui Zhang 002; Hui Li 006 (IEEE Trans. Dependable Secur. Comput., 2023)

WH2D2N2: Distributed AI-enabled OK-ASN Service for Web of Things. - Kun Liang; Ruhui Ma; Yang Hua 001; Hao Wang 022; Ningxin Hu; Tao Song 003; Honghao Gao; Haibing Guan (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication Systems. - Hongjian Shi; Weichu Zheng; Zifei Liu; Ruhui Ma; Haibing Guan (IEEE J. Sel. Areas Commun., 2023)

FHAP: Fast Handover Authentication Protocol for High-Speed Mobile Terminals in 5G Satellite-Terrestrial-Integrated Networks. - Yuanyuan Yang; Jin Cao 001; Ruhui Ma; Lifu Cheng; Lilan Chen; Ben Niu 001; Hui Li 006 (IEEE Internet Things J., 2023)

A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G. - Xiongpeng Ren; Jin Cao 001; Ruhui Ma; Yurong Luo; Jian Guan; Yinghui Zhang 002; Hui Li 006 (IEEE Trans. Netw. Serv. Manag., 2023)

GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security. - Zinuo Cai; Bojun Ren; Ruhui Ma; Haibing Guan; Mengke Tian; Yong Wang (IEEE Trans. Comput. Soc. Syst., 2023)

SKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks. - Peishen Yan; Hao Wang 022; Tao Song 003; Yang Hua 001; Ruhui Ma; Ningxin Hu; Mohammad Reza Haghighat; Haibing Guan (ECCV (19), 2024)

TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs. - Peiwen Jiang; Xinbo Lin; Zibo Zhao; Ruhui Ma; Yvonne Jie Chen; Jinhua Cheng (EMNLP, 2024)

Hermes: Memory-Efficient Pipeline Inference for Large Models on Edge Devices. - Xueyuan Han; Zinuo Cai; Yichu Zhang; Chongxin Fan; Junhan Liu; Ruhui Ma; Rajkumar Buyya (ICCD, 2024)

FedACQ: adaptive clustering quantization of model parameters in federated learning. - Tingting Tian; Hongjian Shi; Ruhui Ma; Yuan Liu (Int. J. Web Inf. Syst., 2024)

Siren$^+$+: Robust Federated Learning With Proactive Alarming and Differential Privacy. - Hanxi Guo; Hao Wang 022; Tao Song 003; Yang Hua 001; Ruhui Ma; Xiulang Jin; Zhengui Xue; Haibing Guan (IEEE Trans. Dependable Secur. Comput., 2024)

Deep Convolutional Linear Precoder Neural Network for Rate Splitting Strategy of Aerial Computing Networks. - Zhijie Wang 013; Ruhui Ma; Hongjian Shi; Zinuo Cai; Liwei Lin; Haibing Guan (IEEE Trans. Netw. Sci. Eng., 2024)

faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing. - Hongyu Zhao; Shanxing Pan; Zinuo Cai; Xinglei Chen; Lingxiao Jin; Honghao Gao; Shaohua Wan 001; Ruhui Ma; Haibing Guan (IEEE Trans. Netw. Sci. Eng., 2024)

RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates. - Shuming Fan; Hongjian Shi; Chenpei Wang; Ruhui Ma; Xiaoming Wang (ACM Trans. Internet Techn., 2024)

Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling. - Shanxing Pan; Hongyu Zhao; Zinuo Cai; Dongmei Li; Ruhui Ma; Haibing Guan (IEEE Trans. Sustain. Comput., 2024)

RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing. - Zinuo Cai; Zebin Chen; Zihan Liu; Quanmin Xie; Ruhui Ma; Haibing Guan (IEEE Trans. Intell. Transp. Syst., 2024)

pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems. - Hongjian Shi; Jianqing Zhang; Shuming Fan; Ruhui Ma; Haibing Guan (IEEE Trans. Cogn. Dev. Syst., 2024)

cFedDT: Cross-Domain Federated Learning in Digital Twins for Metaverse Consumer Electronic Products. - Ruhui Ma; Hongjian Shi; Honghao Gao; Haibing Guan; Muddesar Iqbal; Shahid Mumtaz (IEEE Trans. Consumer Electron., 2024)

Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System. - Hongjian Shi; Hao Wang 022; Ruhui Ma; Yang Hua 001; Tao Song 003; Honghao Gao; Haibing Guan (ACM Trans. Multim. Comput. Commun. Appl., 2024)

SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing. - Zinuo Cai; Zebin Chen; Ruhui Ma; Haibing Guan (IEEE J. Sel. Areas Commun., 2024)

A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network. - Ruhui Ma; Jin Cao 001; Shiyang He; Yinghui Zhang 002; Ben Niu 001; Hui Li 006 (IEEE Trans. Netw. Serv. Manag., 2024)

SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data. - Zinuo Cai; Zebin Chen; Xinglei Chen; Ruhui Ma; Haibing Guan; Rajkumar Buyya (IEEE Trans. Cybern., 2024)

Edge Caching Placement Strategy based on Evolutionary Game for Conversational Information Seeking in Edge Cloud Computing. - Hongjian Shi; Meng Zhang; Ruhui Ma; Liwei Lin; Rui Zhang 087; Haibing Guan (ACM Trans. Web, 2024)

SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference. - Peiwen Jiang; Haoxin Wang; Zinuo Cai; Lintao Gao; Weishan Zhang; Ruhui Ma; Xiaokang Zhou (IEEE Trans. Comput. Soc. Syst., 2024)

TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks. - Peiwen Jiang; Haitong Jiang; Ruhui Ma; Yvonne Jie Chen; Jinhua Cheng (ACL (1), 2025)

Fine-Grained Global Modeling Learning for Personalized Federated Sequential Recommender. - Yicheng Di; Hongjian Shi; Ruhui Ma; Yuan Liu; Weiyu Wang (ICASSP, 2025)

HyperTuneFaaS: A serverless framework for hyperparameter tuning in image processing models. - Jiantao Zhang; Bojun Ren; Yicheng Fu; Rongbo Ma; Zinuo Cai; Weishan Zhang; Ruhui Ma; Jinshan Sun (Displays, 2025)

FedDA: Resource-adaptive federated learning with dual-alignment aggregation optimization for heterogeneous edge devices. - Shaohua Cao; Huixin Wu; Xiwen Wu; Ruhui Ma; Danxin Wang; Zhu Han 001; Weishan Zhang (Future Gener. Comput. Syst., 2025)

Context-based emotion recognition: A survey. - Rizwan Abbas; Bingnan Ni; Ruhui Ma; Teng Li; Yehao Lu; Xi Li 001 (Neurocomputing, 2025)

THOR: A Generic Energy Estimation Approach for On-Device Training. - Jiaru Zhang; Zesong Wang; Hao Wang 022; Tao Song 003; Huai-an Su; Rui Chen 026; Yang Hua 001; Xiangwei Zhou; Ruhui Ma; Miao Pan; Haibing Guan (CoRR, 2025)

AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows. - Lingxiao Jin; Zinuo Cai; Zebin Chen; Hongyu Zhao; Ruhui Ma (CoRR, 2025)

LLMaaS: Serving Large-Language Models on Trusted Serverless Computing Platforms. - Zinuo Cai; Rongbo Ma; Yicheng Fu; Weishan Zhang; Ruhui Ma; Haibing Guan (IEEE Trans. Artif. Intell., 2025)

FasDL: An Efficient Serverless-Based Training Architecture With Communication Optimization and Resource Configuration. - Xinglei Chen; Zinuo Cai; Hanwen Zhang; Ruhui Ma; Rajkumar Buyya (IEEE Trans. Computers, 2025)

NSAA: A Network Slice Access Authentication and Service Authorization Scheme for Integrated Satellite-Terrestrial Network. - Yurong Luo; Jin Cao 001; Chao Shang; Ruhui Ma; Ben Niu 001; Yinghui Zhang 002; Hui Li 006 (IEEE Internet Things J., 2025)

MemoriaNova: Optimizing Memory-Aware Model Inference for Edge Computing. - Renjun Zhang; Tianming Zhang; Zinuo Cai; Dongmei Li; Ruhui Ma; Rajkumar Buyya (ACM Trans. Archit. Code Optim., 2025)

Federated Recommender System Based on Diffusion Augmentation and Guided Denoising. - Yicheng Di; Hongjian Shi; Xiaoming Wang; Ruhui Ma; Yuan Liu 021 (ACM Trans. Inf. Syst., 2025)

Personalized Consumer Federated Recommender System Using Fine-Grained Transformation and Hybrid Information Sharing. - Yicheng Di; Xiaoming Wang; Hongjian Shi; Chongsheng Fan; Rong Zhou; Ruhui Ma; Yuan Liu 021 (IEEE Trans. Consumer Electron., 2025)

SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling. - Junhan Liu; Zinuo Cai; Yumou Liu; Hao Li; Zongpu Zhang; Ruhui Ma; Rajkumar Buyya (IEEE Trans. Parallel Distributed Syst., 2025)

The Security Overview and Analysis of 3GPP 5G MAC CE. - Jin Cao 001; Yuanyuan Yang; Ruhui Ma; Sheng Li; Hui Li 006 (CoRR, 2025)

Efficient Federated Recommender System with Adaptive Model Pruning and Momentum-based Batch Adjustment. - Hongjian Shi; Yicheng Di; Xinyu Ruan; Mingrui Liao; Qian Zhang 001; Ruhui Ma; Haibing Guan (Trans. Recomm. Syst., 2025)