李胜涛 (Shengtao Li)

About Me

I am a PhD student at School of Software, Tsinghua University, supervised by Prof. Ming Gu. My research focuses on 3D point cloud implicit reconstruction and applications of point clouds in BIM technology. My research interests include surface reconstruction, neural implicit representations, and deep learning applications in 3D geometry processing.

I received my Bachelor's degree from School of Software, Tsinghua University in 2021.

Publications

GridFormer: Point-Grid Transformer for Surface Reconstruction

Shengtao Li, Ge Gao*, Yudong Liu, Yu-Shen Liu, Ming Gu

AAAI Conference on Artificial Intelligence (AAAI), 2024

[Paper][Code]

Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds

Shengtao Li, Ge Gao*, Yudong Liu, Ming Gu, Yu-Shen Liu

European Conference on Computer Vision (ECCV), 2024

[Paper][Code][Project]

I-Filtering: Implicit Filtering for Learning Neural Distance Functions from 3D Point Clouds

Shengtao Li, Yudong Liu, Ge Gao*, Ming Gu, Yu-Shen Liu

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

[Paper][Code][Project]

Dataset and Benchmark for As-built BIM Reconstruction from Real-world Point Cloud

Yudong Liu, Han Huang, Ge Gao*, Ziyi Ke, Shengtao Li, Ming Gu

Automation in Construction, 2025

[Paper]

A Redundancy-free IFC Storage Platform For Multi-model Scenarios based on Block Hash

Shengtao Li, Ge Gao*, Wei Wang, Han Liu, Shiyang Zhu, Ming Gu

EG-ICE International Workshop on Intelligent Computing in Engineering, 2022

[Paper]

Competition