A Novel Federated Learning System with Privacy Protection and Blockchain Consensus Incentive Mechanisms in Cloud-Edge Collaboration Scenarios. - Longyi Liu; Yi Hu; Yanqing Zhao; Xiyang Zhang 007; Yongze Ma; Guiyong Chang (SMC, 2024)

A Cloud-Edge Collaborative Multi-Agent Task Offloading Scheme Based on KAN-LSTM Networks. - Zhimin Guo; Longyi Liu; Zhifang Zhou; Yang Ning; Yi Hu (CSCWD, 2025)

Semi-Supervised Positive Unlabeled Fault Diagnosis Based on Multimodal iMambaformer Network. - Longyi Liu; Zhimin Guo; Yi Hu (CSCWD, 2025)

UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models. - Yu Zheng 010; Longyi Liu; Yuming Lin 003; Jie Feng 002; Guozhen Zhang; Depeng Jin; Yong Li 008 (CoRR, 2025)