A Smart Network Resource Management System for High Mobility Edge Computing in 5G Internet of Vehicles. - Shanchen Pang; Nuanlai Wang; Min Wang 026; Sibo Qiao; Xue Zhai; Neal N. Xiong (IEEE Trans. Netw. Sci. Eng., 2021)

Advanced Image Analysis in Offshore Drilling Surveillance via Edge-Cloud Framework Leveraging Deep Reinforcement Learning. - Xiaofeng Ji; Faming Gong; Nuanlai Wang; Chengze Du; Kaiwen Zheng (IJCNN, 2024)

Device-Edge-Cloud Collaborative Video Stream Processing and Scheduling Strategy Based on Deep Reinforcement Learning. - Nuanlai Wang; Shanchen Pang; Xiaofeng Ji; Haiyuan Gui; Xiao He 012 (WASA (3), 2024)

Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge-cloud collaboration. - Xiaofeng Ji; Faming Gong; Nuanlai Wang; Chengze Du; Xiangbing Yuan (Adv. Eng. Informatics, 2024)

An efficient scheduling scheme for intelligent driving tasks in a novel vehicle-edge architecture considering mobility and load balancing. - Nuanlai Wang; Shanchen Pang; Xiaofeng Ji; Haiyuan Gui; Xiao He 012 (Future Gener. Comput. Syst., 2024)

Intelligent Driving Task Scheduling Service in Vehicle-Edge Collaborative Networks Based on Deep Reinforcement Learning. - Nuanlai Wang; Shanchen Pang; Xiaofeng Ji; Min Wang 026; Sibo Qiao; ShiHang Yu (IEEE Trans. Netw. Serv. Manag., 2024)

Pixel-level semantic parsing in complex industrial scenarios using large vision-language models. - Xiaofeng Ji; Faming Gong; Nuanlai Wang; Yanpu Zhao; Yuhui Ma; Zhuang Shi (Inf. Fusion, 2025)

Fed3Scale: A cloud-edge-client tri-scale collaborative semi-supervised hierarchical federated learning framework. - Luqi Wang; Shanchen Pang; Zhiyuan Zhao 003; Xiao He 012; Kuijie Zhang; Haiyuan Gui; Nuanlai Wang (Knowl. Based Syst., 2025)

Incentive-driven computation offloading and resource pricing strategy in vehicular edge computing assisted with idle mobile vehicles. - Shanchen Pang; Baoyun Chen; Xiao He 012; Nuanlai Wang; Zhi Lu; Shengzhe Zhao; Zixuan Fan; Yanxiang Zhang (Simul. Model. Pract. Theory, 2025)

Cloud-Edge Collaborative Service Architecture With Large-Tiny Models Based on Deep Reinforcement Learning. - Xiaofeng Ji; Faming Gong; Nuanlai Wang; Junjie Xu; Xing Yan (IEEE Trans. Cloud Comput., 2025)

Multi-Agent DRL-Based Large-Scale Heterogeneous Task Offloading for Dynamic IoT Systems. - Xiao He 012; Shanchen Pang; Haiyuan Gui; Kuijie Zhang; Nuanlai Wang; Xue Zhai (IEEE Trans. Netw. Sci. Eng., 2025)

Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing. - Xiao He 012; Shanchen Pang; Haiyuan Gui; Kuijie Zhang; Nuanlai Wang; Shihang Yu (IEEE Trans. Netw. Serv. Manag., 2025)

Microservice deployment in cloud-edge environment using enhanced global search grey wolf optimizer-greedy algorithm. - Shudong Wang; Yanxiang Zhang; Xiao He 012; Nuanlai Wang; Zhi Lu; Baoyun Chen; Shanchen Pang (Clust. Comput., 2025)

Optimal Strategy for Task Offloading and Resource Pricing Behavior Based on Blockchain. - Xue Zhai; Shanchen Pang; Nuanlai Wang; Haiyuan Gui; Xiao He 012 (IEEE Trans. Consumer Electron., 2025)

Vehicle-Edge Collaborative Intelligent Driving Task Processing With Task Complexity and Service Availability Awareness. - Nuanlai Wang; Shanchen Pang; Xiaofeng Ji; Min Wang 026; Xiao He 012; Haiyuan Gui; Xiaoping Lu (IEEE Internet Things J., 2025)

Meta Computing-Driven Optimization of AoI in Industrial IoT: A Hybrid Scheme With Self-Organizing Maps and Reinforcement Learning. - Min Wang 026; Yike Wang; Nuanlai Wang; Shanchen Pang; Xiaobing Sun 001; Ming Li 042 (IEEE Internet Things J., 2025)

Sustainable Energy-Efficient Multi-Objective Task Processing Based on Edge Computing. - Luqi Wang; Shanchen Pang; Haiyuan Gui; Xiao He 012; Nuanlai Wang; Sibo Qiao; Zhiyuan Zhao 003 (IEEE Trans. Netw. Serv. Manag., 2025)