| 2026 | ICDCS | PipeNN: A Predictor-Free Pipeline for Energy-Latency Co-Optimization of Heterogeneous Mobile DAG-DNN Inference. | Yukun Tian, Tianwei Jiang, Kun Tian, Ruiting Zhou, Yunxin Liu, Zhi Zhou, Fang Dong, Mengyang Liu, Wentao Liu |
| 2026 | ICDCS | Clearing MCP Navigation Fog with Economics-Aware Hierarchical Tool Routing. | Jieling Yu, Zhenheng Tang, Ruiting Zhou, Baochun Li, Bo Li |
| 2026 | INFOCOM | Faster, Smaller, and Smarter: Task-Aware Expert Merging for Online MoE Inference. | Ziyi Han, Xutong Liu, Ruiting Zhou, Xiangxiang Dai, John C. S. Lui |
| 2026 | NSDI | Diagnosing and Repairing Distributed Routing Configurations Using Selective Symbolic Simulation. | Rulan Yang, Gao Han, Hanyang Shao, Xiaoqiang Zheng, Xing Fang, Ziyi Wang, Lizhao You, Ruiting Zhou, Linghe Kong, Ennan Zhai, Qiao Xiang, Jiwu Shu |
| 2025 | ICDCS | Sdser: Online Deployment and Scheduling of Dynamic DAG Functions with Bayesian Prediction in Serverless Edge Computing. | Wentao Liu, Ruiting Zhou, Yue Ma |
| 2025 | INFOCOM | CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC. | Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan |
| 2025 | INFOCOM | SP-MoE: Expediting Mixture-of-Experts Training with Optimized Pipelining Planning. | Ne Wang, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Ruiting Zhou, Bo Li |
| 2025 | INFOCOM | Online Scheduling of Edge Multiple- Model Inference with DAG Structure and Retraining. | Yifan Zeng, Ruiting Zhou, Lei Jiao, Renli Zhang |
| 2025 | IWQoS | InfiniCL: Elastic Continual Learning for Resource-Constrained Edge Devices. | Chenyu Lu, Mengyang Liu, Fang Dong, Borui Li, Ruiting Zhou, Shiyao Ji |
| 2025 | IWQoS | Online Deployment of Dynamic Edge DAG Serverless Functions Toward Fast Startup. | Yue Ma, Wentao Liu, Ruiting Zhou, Haodong Tian, Fang Dong, Yifan Zeng |
| 2024 | CSCWD | SAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network. | Ruiting Zhou, Ziyi Han, Yifan Zeng, Zhi Zhou, Libing Wu, Wei Wang |
| 2024 | ICDE | Online Container Caching with Late-Warm for IoT Data Processing. | Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, Guoliang Chen |
| 2024 | ICPP | HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning. | Jiangshan Hao, Fang Dong, Bingheng Cen, Shucun Fu, Ruiting Zhou, Ding Ding |
| 2024 | IWQoS | Efficient Online DNN Inference with Continuous Learning in Edge Computing. | Yifan Zeng, Ruiting Zhou, Lei Jiao, Ziyi Han, Jieling Yu, Yue Ma |
| 2023 | ICDCS | Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference. | Shuomiao Su, Zhi Zhou, Tao Ouyang, Ruiting Zhou, Xu Chen |
| 2023 | ICPP | ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks. | Jieling Yu, Ruiting Zhou, Chen Chen, Bo Li, Fang Dong |
| 2023 | INFOCOM | Dynamic Resource Allocation for Deep Learning Clusters with Separated Compute and Storage. | Mingxia Li, Zhenhua Han, Chi Zhang, Ruiting Zhou, Yuanchi Liu, Haisheng Tan |
| 2023 | INFOCOM | A Reinforcement Learning Approach for Minimizing Job Completion Time in Clustered Federated Learning. | Ruiting Zhou, Jieling Yu, Ruobei Wang, Bo Li, Jiacheng Jiang, Libing Wu |
| 2023 | IWQoS | WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment. | Daheng Yin, Fang Dong, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang |
| 2023 | SECON | An Online Framework for Joint UAV Trajectory Planning and Intelligent Dependent Task Offloading. | Yifeng Huang, Ruiting Zhou |
| 2023 | SECON | Orchestrating Blockchain with Decentralized Federated Learning in Edge Networks. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Ruiting Zhou, Lingjun Pu |
| 2022 | ICPADS | Heterogeneous Federated Learning for Balancing Job Completion Time and Model Accuracy. | Ruiting Zhou, Ruobei Wang, Jieling Yu, Bo Li, Yuqing Li |
| 2022 | ICPP | An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint. | Lina Su, Ruiting Zhou, Ne Wang, Guang Fang, Zongpeng Li |
| 2022 | INFOCOM | Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing. | Xiaoyi Pang, Zhibo Wang, Jingxin Li, Ruiting Zhou, Ju Ren, Zhetao Li |
| 2022 | INFOCOM | Two Time-Scale Joint Service Caching and Task Offloading for UAV-assisted Mobile Edge Computing. | Ruiting Zhou, Xiaoyi Wu, Haisheng Tan, Renli Zhang |
| 2022 | ICWS | Multi-agent Multi-armed Bandit Learning for Content Caching in Edge Networks. | Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen, Zongpeng Li |
| 2022 | IWQoS | Adaptive Clustered Federated Learning for Clients with Time-Varying Interests. | Ne Wang, Ruiting Zhou, Lina Su, Guang Fang, Zongpeng Li |
| 2022 | MOBIHOC | Online incentive mechanism for task offloading with privacy-preserving in UAV-assisted mobile edge computing. | Ruiting Zhou, Renli Zhang, Yufeng Wang, Haisheng Tan, Kun He |
| 2022 | SECON | On-Demand or On-Premises: Online Mitigation of DDoS Attacks via Cloud-Edge Coordination. | Yi Zhong, Lei Jiao, Ruiting Zhou, Liujing Song |
| 2021 | ICDCS | A Truthful Procurement Auction for Incentivizing Heterogeneous Clients in Federated Learning. | Ruiting Zhou, Jinlong Pang, Zhibo Wang, John C. S. Lui, Zongpeng Li |
| 2021 | ICPADS | Online Scheduling Unbiased Distributed Learning over Wireless Edge Networks. | Ziyi Han, Ruiting Zhou, Jinlong Pang, Yue Cao, Haisheng Tan |
| 2021 | KDD | Metric Learning via Penalized Optimization. | Hao Huang, Yanan Peng, Ting Gan, Weiping Tu, Ruiting Zhou, Sai Wu |
| 2020 | ICPP | An Online Learning-Based Task Offloading Framework for 5G Small Cell Networks. | Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li |
| 2020 | INFOCOM | Edge Emergency Demand Response Control via Scheduling in Cloudlet Cluster. | Zhaoyan Song, Ruiting Zhou, Shihan Zhao, Shixin Qin, John C. S. Lui, Zongpeng Li |
| 2020 | INFOCOM | Scheduling DDoS Cloud Scrubbing in ISP Networks via Randomized Online Auctions. | Wencong You, Lei Jiao, Jun Li, Ruiting Zhou |
| 2020 | MOBIHOC | Online scheduling of heterogeneous distributed machine learning jobs. | Qin Zhang, Ruiting Zhou, Chuan Wu, Lei Jiao, Zongpeng Li |
| 2019 | MOBIHOC | Online Scheduling of Traffic Diversion and Cloud Scrubbing with Uncertainty in Current Inputs. | Lei Jiao, Ruiting Zhou, Xiaojun Lin, Xu Chen |
| 2019 | Qshine | Batch Auction Design for Cloud Container Services. | Yu He, Lin Ma, Ruiting Zhou, Chuanhe Huang |
| 2018 | IWQoS | An Online Placement Scheme for VNF Chains in Geo-Distributed Clouds. | Ruiting Zhou |
| 2018 | IWQoS | An Efficient Online Market Mechanism for Resource Leasing in Cloud Radio Access Networks. | Ruiting Zhou, Jianqun Cui |
| 2015 | INFOCOM | An online procurement auction for power demand response in storage-assisted smart grids. | Ruiting Zhou, Zongpeng Li, Chuan Wu |
| 2012 | ICCCN | Buddy Routing: A Routing Paradigm for NanoNets Based on Physical Layer Network Coding. | Ruiting Zhou, Zongpeng Li, Chuan Wu, Carey Williamson |
| 2011 | MASS | Physical Layer Network Coding with Signal Alignment for MIMO Wireless Networks. | Ruiting Zhou, Zongpeng Li, Chuan Wu, Carey Williamson |