A Stackelberg game scheme for pricing and task offloading based on idle node-assisted edge computational model. - Shanchen Pang; Xiao He 012; ShiHang Yu; Min Wang 026; Sibo Qiao; Haiyuan Gui; Yufeng Qi (Simul. Model. Pract. Theory, 2023)

Cross-domain policy adaptation with dynamics alignment. - Haiyuan Gui; Shanchen Pang; ShiHang Yu; Sibo Qiao; Yufeng Qi; Xiao He 012; Min Wang 026; Xue Zhai (Neural Networks, 2023)

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)

An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge computing. - Shanchen Pang; Teng Wang; Haiyuan Gui; Xiao He 012; Lili Hou (Comput. Networks, 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)

TSCNet: Topology and semantic co-mining node representation learning based on direct perception strategy. - Kuijie Zhang; Shanchen Pang; Yuanyuan Zhang 008; Wenhao Wu; Xiao He 012; Haiyuan Gui (Knowl. Based Syst., 2024)

Multi-mobile vehicles task offloading for vehicle-edge-cloud collaboration: A dependency-aware and deep reinforcement learning approach. - Shanchen Pang; Lili Hou; Haiyuan Gui; Xiao He 012; Teng Wang; Yawu Zhao (Comput. Commun., 2024)

HCMMNet: Hierarchical Conv-MLP-Mixed Network for Medical Image Segmentation in Metaverse for Consumer Health. - Sibo Qiao; Shanchen Pang; Pengfei Xie; Wenjing Yin; ShiHang Yu; Haiyuan Gui; Min Wang 036; Zhihan Lyu (IEEE Trans. Consumer Electron., 2024)

DDQN-based online computation offloading and application caching for dynamic edge computing service management. - Shudong Wang; Zhi Lu; Haiyuan Gui; Xiao He 012; Shengzhe Zhao; Zixuan Fan; Yanxiang Zhang; Shanchen Pang (Ad Hoc Networks, 2025)

Energy-efficient collaborative task offloading in multi-access edge computing based on deep reinforcement learning. - Shudong Wang; Shengzhe Zhao; Haiyuan Gui; Xiao He 012; Zhi Lu; Baoyun Chen; Zixuan Fan; Shanchen Pang (Ad Hoc Networks, 2025)

UAV-IRS-assisted energy harvesting for edge computing based on deep reinforcement learning. - Shanchen Pang; Luqi Wang; Haiyuan Gui; Sibo Qiao; Xiao He 012; Zhiyuan Zhao 003 (Future Gener. Comput. Syst., 2025)

GIPTP: Global Interaction Policy Trend Prediction Based on Historical Behavior for multi-agent cooperative reinforcement learning. - Shudong Wang; Wenhao Ji; Haiyuan Gui; Kuijie Zhang; Luqi Wang; Shanchen Pang (Neurocomputing, 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)

GraspFast: Multi-stage lightweight 6-DoF grasp pose fast detection with RGB-D image. - Haiyuan Gui; Shanchen Pang; Xiao He 012; Luqi Wang; Xue Zhai; Shihang Yu; Kuijie Zhang (Pattern Recognit., 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)

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)

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)

High-performance grasp pose detection via point cloud serialization attention. - Haiyuan Gui; Shanchen Pang; Xiao He 012; Teng Wang; Sibo Qiao; Luqi Wang; Shihang Yu (Pattern Recognit., 2026)