Computer Vision Algorithm Engineer focused on OOD Detection, Failure Prediction, and reliable visual recognition systems.
- OOD Detection and Open-set Recognition
- Failure Prediction and reliability assessment
- Classification, Face Recognition, Re-ID, Detection, and Segmentation
- Production-oriented training, evaluation, annotation, and deployment pipelines
- Algorithm Engineer at Hefei Intellindust Information Technology Co., Ltd.
- B.E. / M.E. in Surveying and Mapping Engineering, Wuhan University
- Team leader and champion of the Open-set Recognition track in ECCV 2024 Workshop OOD-CV Challenge
- First-author work on classification reliability, OOD Detection, Failure Prediction, and automated 3D building reconstruction
- From Misclassifications to Outliers: Joint Reliability Assessment in Classification · TPAMI under review · First Author
- Zigzag-ViT: Enhancing Vision Transformer Reliability through Prompted Zigzag · Pattern Recognition under review · First Author
- EdgeCrafter: A Series of Lightweight High-Performance Vision Models on Edge Devices · TMLR under review · Co-first Author, Third Listed
- Automated 3D Building Reconstruction from a Single Satellite Image · Published in Geomatics Science and Technology · First Author