I am currently a postdoctoral fellow at IMCL in The Hong Kong Polytechnic University, advised by Prof. Jiannong Cao. Prior that, I received my PhD degree from the Chongqing University, where I’m honored to be advised by Prof. Kai Liu.

My research interests include edge intelligence, mobile computing and vehicular networks. My past work mainly focused on the communication-computation collaboration for cooperative inference and perception in vehicular edge intelligence. Currently, I am working on Embodied Intelligence, Cooperative Edge Intelligence and Internet of Vehicles.

I am open to academic collaborations and welcome discussions concerning potential research partnerships.

Email: chunhui.liu@polyu.edu.hk or chhliu0302@cqu.edu.cn.

News

• [Apr. 2026] 📢 We will organize the 1st International Workshop on Distributed and Secure Embodied Intelligence for Smart City Applications (DSEI 2026), co-located with the 23rd IEEE International Conference on Mobile Ad-Hoc and Smart Systems (IEEE MASS 2026), at The Hong Kong Polytechnic University, Hong Kong SAR, China, October 21–23, 2026. Welcome to submit! 🎉

• [Mar. 2026] 🚀 Our paper, Self-Distilled Spatiotemporal Mamba Model for Efficient Video Prediction, has been accepted at 2026 International Joint Conference on Neural Networks (IJCNN), congratulations to Jiaxin! 🎉

• [Feb. 2026] 🚀 Our paper, BEV-CAR: Enhancing Monocular Bird’s Eye View Segmentation with Context-Aware Rasterization, has been accepted at 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), congratulations to YiXin! 🎉

• [Feb. 2026] 🚀 Our paper, Reliability-Guided Consistency Learning for Robust Semi-Supervised Semantic Segmentation, has been accepted at IEEE Transactions on Consumer Electronics (TCE), congratulations to Qiaoling! 🎉

• [Feb. 2026] 🏆 We won the 2026 CTSoc Chester W. Sall Memorial Award (IEEE Transactions on Consumer Electronics 2024 Annual Best Paper Award-Third Place)! 🎉

• [Dec. 2025] 🚀 Our paper, To Optimize Edge-Intelligent Cooperative Perception in Heterogeneous Vehicular Networks, has been accepted at IEEE Transactions on Mobile Computing (TMC), congratulations to Guozhi! 🎉

• [Dec. 2025] 🚀 Our paper, Optimizing Real-time Cooperative Perception with Adaptive Model Pruning and Bandwidth Allocation, has been accepted at 2026 IEEE International Conference on Computer Communications (INFOCOM), congratulations to Guozhi! 🎉

• [May. 2026] 🚀 Our survey paper, Edge Intelligence for Internet of Vehicles: A Survey, published in IEEE Transactions on Consumer Electronics (TCE), has been recognized as an 🏅 ESI Highly Cited Paper for 8 consecutive months! 🎉

• [May. 2026] 🚀 Our paper, Toward Reliable DNN-based Task Partitioning and Offloading in Vehicular Edge Computing, published in IEEE Transactions on Consumer Electronics (TCE), has been recognized as an 🏅 ESI Highly Cited Paper for 22 consecutive months! 🎉

• [Oct. 2025] 🏆 Our paper, Toward Reliable DNN-based Task Partitioning and Offloading in Vehicular Edge Computing, published in IEEE Transactions on Consumer Electronics (TCE), has been awarded First Place in the 2025 IEEE TCE Forum Prize (winning rate <0.12%, 1/901)! 🎉

• [Oct. 13, 2025] 📅 I am joining the IMCL Lab at The Hong Kong Polytechnic University as a postdoctoral fellow, under the supervision of Prof. Jiannong Cao. 🎉

• [May 26, 2025] 🎓 Successfully defended my Ph.D. thesis! 🎉