Biography
Runpei Dong is a M.S. student of ArChip Lab at Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, following Prof. Kaisheng Ma. His research interests are computer vision and deep learning, and he’s currently working on 3D point clouds understanding for autonomous driving.
Interests
- Efficient Machine Learning
- Representation Learning
- 3D Computer Vision
Education
Master Candidate in Computer Science, Now
Xi'an Jiaotong University, Tsinghua University
Bachelor in Computer Science, 2021
Xidian University
Publications
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation.
Tech Report, May. 2022.
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection.
Tech Report, May. 2022.
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks.
In Proceedings of The 39th International Conference on Machine Learning (ICML), 2022.
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention.
In Proceedings of The 32nd British Machine Vision Conference (BMVC), 2021.
NN-Baton: DNN Workload Orchestration and Chiplet Granularity Exploration for Multichip Accelerators.
In Proceedings of ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA), 2021.
Contact
- TusPark D-15, Tsinghua University, Haidian District, Beijing, 100084