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)

Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach. - Jianyong Yuan; Jiayi Zhang 003; Zinuo Cai; Junchi Yan (KDD, 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)