Zhi Liu

According to our database, Zhi Liu authored at least 32 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Mobility-Aware Collaborative Task Offloading for Parallel Tasks in Vehicular Edge Computing.

Jiaxin Du, Jinfan Zhang, Guangjie Han, Mengmeng Wang, Guojiang Shen, Zhi Liu, Xiangjie Kong

IEEE Trans. Mob. Comput., April, 2026

Arbitrary-Scale Fusion Operator for High-Resolution Hyperspectral Imaging.

Junwei Zhu, Honghui Xu, Wei Li, Jiawei Jiang, Zhi Liu, Jianwei Zheng

IEEE Trans. Multim., 2026

Multimodal Trajectory Representation Learning for Travel Time Estimation.

Zhi Liu, Xuyuan Hu, Xiao Han, Zhehao Dai, Zhaolin Deng, Guojiang Shen, Xiangjie Kong

Proceedings of the ACM Web Conference 2026, 2026

2025

Model-Heterogeneous Federated Graph Learning With Prototype Propagation.

Zhi Liu, Hanlin Zhou, Xiaohua He, Haopeng Yuan, Jiaxin Du, Mengmeng Wang, Guojiang Shen, Xiangjie Kong, Feng Xia

IEEE Trans. Artif. Intell., March, 2025

Unbiased Anomalous Trajectory Detection With Hierarchical Sequence Modeling.

Xiangjie Kong, Yuwei He, Guojiang Shen, Jiaxin Du, Zhi Liu, Ivan Lee

IEEE Trans. Consumer Electron., February, 2025

Oh-FedRec: One-Shot and Heterogeneous Vertical Federated Recommendation System.

Xiangjie Kong, Xiaohua He, Xulin Ma, Xiaoran Yan, Lingyun Wang, Guojiang Shen, Zhi Liu

IEEE Trans. Consumer Electron., February, 2025

Arbitrary-scale Fusion Neural Operator.

Junwei Zhu, Wei Li, Honghui Xu, Jiawei Jiang, Zhi Liu, Jianwei Zheng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

FedPce: Prompt-Based Federated Cross-Domain Recommendation.

Zhi Liu, Xuyuan Hu, Xiaohua He, Zhaolin Deng, Guojiang Shen, Xiangjie Kong

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

Diffusion-Based Implicit Feedback Modeling for Point-of-Interest Recommendation.

Zhi Liu, Zhaolin Deng, Junhui Deng, Xuyuan Hu, Guojiang Shen, Xiangjie Kong

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

2024

A Diffusion Model for Inductive Knowledge Graph Completion.

Zhiyu Chen, Guojiang Shen, Yuqi Shen, Zhi Liu, Xiangjie Kong

Proceedings of the International Joint Conference on Neural Networks, 2024

Dual Weighted Graph Convolutional Network for POI Recommendation.

Zhi Liu, Deju Zhang, Junhui Deng, Guojiang Shen, Xiangjie Kong

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

Dual Contrastive Learning for Next POI Recommendation with Long and Short-Term Trajectory Modeling.

Zhi Liu, Junhui Deng, Deju Zhang, Zhiyu Chen, Guojiang Shen, Xiangjie Kong

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

FedOCD: A One-Shot Federated Framework for Heterogeneous Cross-Domain Recommendation.

Zhi Liu, Xiaohua He, Xulin Ma, Benfeng Wang, Guojiang Shen, Xiangjie Kong

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

KDRank: Knowledge-driven user-aware POI recommendation.

Zhi Liu, Deju Zhang, Chenwei Zhang, Jixin Bian, Junhui Deng, Guojiang Shen, Xiangjie Kong

Knowl. Based Syst., October, 2023

TAP: Traffic Accident Profiling via Multi-Task Spatio-Temporal Graph Representation Learning.

Zhi Liu, Yang Chen, Feng Xia, Jixin Bian, Bing Zhu, Guojiang Shen, Xiangjie Kong

ACM Trans. Knowl. Discov. Data, May, 2023

Bidirectional spatial-temporal traffic data imputation via graph attention recurrent neural network.

Guojiang Shen, Wenfeng Zhou, Wenyi Zhang, Nali Liu, Zhi Liu, Xiangjie Kong

Neurocomputing, April, 2023

Hyperspectral Image Superresolution via Subspace-Based Deep Prior Regularization.

Jianwei Zheng, Pengfei Li, Honghui Xu, Jiawei Jiang, Yuchao Feng, Zhi Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Subgraph Federated Learning with Global Graph Reconstruction.

Zhi Liu, Hanlin Zhou, Feng Xia, Guojiang Shen, Vidya Saikrishna, Xiaohua He, Jiaxin Du, Xiangjie Kong

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2022

Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles.

Xiangjie Kong, Bing Zhu, Guojiang Shen, Tewabe Chekole Workneh, Zhanhao Ji, Yang Chen, Zhi Liu

IEEE Trans. Ind. Informatics, 2022

Enhancing interactive graph representation learning for review-based item recommendation.

Guojiang Shen, Jiajia Tan, Zhi Liu, Xiangjie Kong

Comput. Sci. Inf. Syst., 2022

2021

Manifold-Based Nonlocal Second-Order Regularization for Hyperspectral Image Inpainting.

Jianwei Zheng, Jiawei Jiang, Honghui Xu, Zhi Liu, Fei Gao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Coordinated ramp signal optimization framework based on time series flux-correlation analysis.

Zhi Liu, Wendi Shu, Guojiang Shen, Xiangjie Kong

PeerJ Comput. Sci., 2021

ST-TAP: A Traffic Accident Prediction Framework Based on Spatio-Temporal Transformer.

Weitao Liu, Xuanyi Liu, Hui Feng, Yiran Wang, Lintao Guan, Weifeng Xu, Guojiang Shen, Zhi Liu, Xiangjie Kong

Proceedings of the IEEE Intl Conf on Dependable, 2021

2020

A Novel Service Composition Algorithm for Cloud-Based Manufacturing Environment.

Linan Zhu, Peng-Hang Li, Guojiang Shen, Zhi Liu

IEEE Access, 2020

A Ramp Metering Method Based on Congestion Status in the Urban Freeway.

Zhi Liu, Ye Wu, Shipeng Cao, Linan Zhu, Guojiang Shen

IEEE Access, 2020

2019

Infrared Multi-Pedestrian Tracking in Vertical View via Siamese Convolution Network.

Guojiang Shen, Linfeng Zhu, Jihan Lou, Si Shen, Zhi Liu, Longfeng Tang

IEEE Access, 2019

Crowd Counting Method Based on Convolutional Neural Network With Global Density Feature.

Zhi Liu, Yue Chen, Bo Chen, Linan Zhu, Du Wu, Guojiang Shen

IEEE Access, 2019

2018

基于CUDA的k-means算法并行化研究 (Study on Parallel K-means Algorithm Based on CUDA).

Duanyang Liu, Jiangfan Zheng, Guojiang Shen, Zhi Liu

计算机科学, 2018

基于渲染图像角度结构特征的三维模型检索方法 (3D Model Retrieval Method Based on Angle Structure Feature of Render Image).

Zhi Liu, Xiaobin Pan

计算机科学, 2018

Research on Traffic Speed Prediction by Temporal Clustering Analysis and Convolutional Neural Network With Deformable Kernels (May, 2018).

Guojiang Shen, Chaohuan Chen, Qihong Pan, Si Shen, Zhi Liu

IEEE Access, 2018

3D Vehicle Model Retrieval Method Based on Angle Structure Feature of Render Image.

Zhi Liu, Xiaobin Pan, Guojiang Shen

IEEE Access, 2018

Deep Residual Net Based Compact Feature Representation for Image Retrieval.

Cong Bai, Jian Chen, Qing Ma, Zhi Liu, Shengyong Chen

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018