Projects
Funding
- National Young Talents Program
- NSFC General Program
- Natural Science Foundation of Jiangsu Province
Open-Source Systems
1.Federated-Lifelong-Person-ReIDFedSTIL — spatial-temporal federated learning for lifelong person re-identification on distributed edges.
2.ST-ReID-DatasetsPerson re-identification datasets organized across time and space, for federated continual learning.
3.ActVideoActive continuous learning for edge video analytics — selects small but valuable frame partitions to cut human labeling and edge storage.
4.SmartEyeAn open-source framework for real-time video analytics with edge–cloud collaboration: on-edge preprocessing and model selection, request forwarding, and backend inference.
5.MorphA fast and scalable cloud transcoding system.
Patents
1.Complexity- and Semantics-Aware Video Analytics via Edge–Cloud Collaboration基于边缘云协作的复杂性和语义感知视频分析方法及系统Guanyu Gao, Jie Liu
2.Real-Time Video Analytics and Processing via Edge–Cloud Collaboration一种基于边云协同的实时视频分析与处理方法Guanyu Gao, Xuezhi Wang
3.Edge Video Analytics Based on Active Continuous Learning基于主动连续学习的边缘视频分析方法Lei Zhang, Guanyu Gao