Du Jiawei
Research Area
- Efficient Learning
- Dataset Distillation
- Robust Learning
- Best paper award, IJCAI workshop BOOM 2019
- Outstanding HPC Innovation Award , National Supercomputing Centre (NSCC)
- A*STAR ETPL /1810-183-RCA-CS DeepEye: Artificial Intelligence for X-ray Security Screening with Certis Cisco Co-PI
1. Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation, Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li, in CVPR 2023.
2. Sharpness-aware training for free, Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou, in NeurIPS 2022.
3. Efficient sharpness-aware minimization for improved training of neural networks, Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan, in ICLR 2022.
4. Query-efficient Meta Attack to Deep Neural Networks, Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng, in ICLR 2020.
2. Sharpness-aware training for free, Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou, in NeurIPS 2022.
3. Efficient sharpness-aware minimization for improved training of neural networks, Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan, in ICLR 2022.
4. Query-efficient Meta Attack to Deep Neural Networks, Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng, in ICLR 2020.
- ICML 2022,2023 reviewer
- NeurIPS 2021,2022 reviewer
- ICLR 2021,2022,2023 reviewer
- TPAMI reviewer