Scholar
Xiaofang Wang
Google Scholar ID: YQomDVsAAAAJ
Meta GenAI
Citations & Impact
Citations
10,388
H-index
9
i10-index
9
Publications
16
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Published 'Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection' at ICRA 2023, achieving SOTA performance on Waymo Open Dataset
- Published 'Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models' at ICLR 2022, demonstrating high efficiency without architecture tuning
- Published 'Neighborhood-Aware Neural Architecture Search' at BMVC 2021, proposing a method to find flat-minima architectures
- Published 'AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification' at ECCV 2020, introducing automatic search for attention cells
- Published 'Learnable Embedding Space for Efficient Neural Architecture Compression' at ICLR 2019 (co-first author with Shengcao Cao), presenting a Bayesian optimization-based compression framework
- Published 'Error Correction Maximization for Deep Image Hashing' at BMVC 2018
- Published 'Deep Supervised Hashing with Triplet Labels' at ACCV 2016, selected for oral presentation (5.6% acceptance rate)
- Published 'Hamming Compatible Quantization for Hashing' at IJCAI 2015
- Serves as reviewer for top journals and conferences including IJCV, TIP, ACM Computing Surveys, CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR
Co-authors