Shitong Luo 罗世通
Undergraduate
Peking University
Shitong Luo is a final year undergraduate student majoring in Data Science at Peking University. He is now a research intern at
Wangxuan Institue of Computer Technology and
Mila - Quebec AI Institute. He is interested in geometric data processing and geometric deep learning.
Email: luost AT pku.edu.cn
Shitong Luo Wei Hu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Oral
Inspired by the diffusion process in non-equilibrium thermodynamics; Markov chain; Competitive performance in generation and auto-encoding.
Minkai Xu* Shitong Luo* Yoshua Bengio Jian Peng Jian Tang (* indicates equal contribution)
International Conference on Learning Representations (ICLR) 2021
Flow-based model for molecular conformation generation; Using EBM for fine-tuning; Generating inter-atomic distances to preserve roto-translational invariance; High diversity and fidelity.
Shitong Luo Wei Hu
ACM International Conference on Multimedia (ACM MM) 2020 Oral
Neural network architecture for point cloud denoising; Achieving state-of-the-art-performance; Surface-fitting based; Downsample-upsample scheme; Robust against high noise.