Liu Chunhui

Liu Chunhui

Postdoctoral Fellow at IMCL, The Hong Kong Polytechnic University

Publications

You can also find all my articles on Google Scholar

The * sign stands for corresponding author.

PERCEPTION Self-Distilled Spatiotemporal Mamba Model for Efficient Video Prediction
Jiaxin Li, Kai Liu*, Chunhui Liu, Yantao Li In 2026 International Joint Conference on Neural Networks (IJCNN), 2026

PERCEPTION CCF A BEV-CAR: Enhancing Monocular Bird’s Eye View Segmentation with Context-Aware Rasterization
Yixin Xiong, Ke Wang, Tongtong Cheng, Chunhui Liu*, Kai Liu*
In 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

PERCEPTION Reliability-Guided Consistency Learning for Robust Semi-Supervised Semantic Segmentation
Qiaoling Xiong, Guozhi Yan, Xiaolu Li, Ke Wang, Chunhui Liu, Kai Liu*
In IEEE Transactions on Consumer Electronics (TCE), 2026

COOPERATIVE PERCEPTION CCF A To Optimize Edge-Intelligent Cooperative Perception in Heterogeneous Vehicular Networks
Guozhi Yan, Kai Liu*, Chunhui Liu, Lingjie Duan
In IEEE Transactions on Mobile Computing (TMC), 2026

COOPERATIVE PERCEPTION CCF A Optimizing Real-time Cooperative Perception with Adaptive Model Pruning and Bandwidth Allocation
Guozhi Yan, Chunhui Liu, Hualing Ren, Kai Liu*
In 2026 IEEE International Conference on Computer Communications (INFOCOM), 2026

SURVEY ESI Highly Cited Edge Intelligence for Internet of Vehicles: A Survey
Guozhi Yan, Kai Liu*, Chunhui Liu, Jie Zhang
In IEEE Transactions on Consumer Electronics (TCE), 2024

COOPERATIVE INFERENCE ESI Highly Cited Toward Reliable DNN-Based Task Partitioning and Offloading in Vehicular Edge Computing
Chunhui Liu, Kai Liu*
In IEEE Transactions on Consumer Electronics (TCE), 2024

COOPERATIVE INFERENCE Accelerating Collaborative Perception via Cooperative Inference in Vehicular Edge Computing
Tao Zhang, Chunhui Liu, Guozhi Yan, Jiantao Wang, Kai Liu*
In IEEE International Conference on High Performance Computing and Communications (HPCC), 2024

TASK OFFLOADING An Approximation Algorithm for Joint Data Uploading and Task Offloading in IoV
Hualing Ren, Kai Liu*, Chunhui Liu, Guozhi Yan, Yantao Li
In IEEE Transactions on Consumer Electronics (TCE), 2024

TASK OFFLOADING CCF A Truthful Auction Mechanisms for Dependent Task Offloading in Vehicular Edge Computing
Hualing Ren, Kai Liu*, Guozhi Yan, Chunhui Liu, Yantao Li, Chuzhao Li, Weiwei Wu
In IEEE Transactions on Mobile Computing (TMC), 2024

INTELLIGENT TRANSPORTATION SYSTEM A Cooperative Vehicle Localization and Trajectory Prediction Framework Based on Belief Propagation and Transformer Model
Feiyu Jin, Kai Liu*, Chunhui Liu, Tongtong Cheng, Hao Zhang, Victor C. S. Lee
In IEEE Transactions on Consumer Electronics (TCE), 2024

COOPERATIVE INFERENCE CCF A Accelerating DNN Inference With Reliability Guarantee in Vehicular Edge Computing
Kai Liu*, Chunhui Liu, Guozhi Yan, Victor C. S. Lee, Jiannong Cao
In IEEE/ACM Transactions on Networking (TNET), 2023

COOPERATIVE INFERENCE ASPM: Reliability-Oriented DNN Inference Partition and Offloading in Vehicular Edge Computing
Guozhi Yan, Chunhui Liu, Kai Liu*
In IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), 2023

INTELLIGENT TRANSPORTATION SYSTEM LiDAR Based Cooperative Sensing in Vehicular Edge Computing
Luyao Jiang, Kai Liu*, Chunhui Liu, Hualing Ren, Guozhi Yan, Feiyu Jin, Songtao Guo
In IEEE 19th International Conference on Mobility, Sensing and Networking (MSN), 2023

TASK OFFLOADING RtDS: Real-Time Distributed Strategy for Multi-Period Task Offloading in Vehicular Edge Computing Environment
Chunhui Liu, Kai Liu*, Hualing Ren, Xincao Xu, Ruitao Xie, Jingjing Cao
In Neural Computing and Applications (NCAA), 2023

TASK OFFLOADING Dependency-Aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks
Hualing Ren, Kai Liu*, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai
In IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022

TASK OFFLOADING Potential Game Based Channel Allocation for Vehicular Edge Computing
Xincao Xu, Kai Liu*, Chunhui Liu, Hao Jiang, Songtao Guo, Weiwei Wu
In Tien Tzu Hsueh Pao / Acta Electronica Sinica (电子学报), 2021

TASK OFFLOADING Adaptive Offloading for Time-Critical Tasks in Heterogeneous Internet of Vehicles
Chunhui Liu, Kai Liu*, Songtao Guo, Ruitao Xie, Victor C. S. Lee, Sang H. Son
In IEEE Internet of Things Journal (IoTJ), 2020

TASK OFFLOADING Real-Time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments
Chunhui Liu, Kai Liu*, Xincao Xu, Hualing Ren, Feiyu Jin, Songtao Guo
In IEEE 16th International Conference on Mobility, Sensing and Networking (MSN), 2020

TASK OFFLOADING Multi-Period Distributed Delay-Sensitive Tasks Offloading in a Two-Layer Vehicular Fog Computing Architecture
Yi Zhou, Kai Liu*, Xincao Xu, Chunhui Liu, Liang Feng, Chao Chen
In Neural Computing for Advanced Applications (NCAA), 2020

INTELLIGENT TRANSPORTATION SYSTEM A Secure Data Request and Sharing Model Based on Consortium Blockchain in Vehicular Edge Computing Environment
Lang Zhang, Hao Zhang*, Chunhui Liu, Kai Liu
In IEEE International Symposium on Product Compliance Engineering-Asia (ISPCE-CN), 2020

INTELLIGENT TRANSPORTATION SYSTEM Enabling Safety-Critical and Computation-Intensive IoV Applications via Vehicular Fog Computing
Chunhui Liu, Kai Liu*, Hualing Ren, Yi Zhou, Liang Feng, Songtao Guo, Victor Lee
In IEEE 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN), 2019