About Me
I received my Ph.D. degree at University of Electronic Science and Technology of China (UESTC), supervised by Prof. Guanghui Liu and Prof. Shuaicheng Liu in 2022, and received my Bachelor degree in China University of Petroleum (UPC) in 2016. I visited the Computational Health Informatics (CHI) Lab, University of Oxford in 2019.
I joined the group of Prof. Shengping Zhang at School of Computer Science and Technology, Harbin Institute of Technology (HIT), Weihai in 2023.
My research interest includes computer vision and computer graphics.
News
- 2024.12: Three papers are accepted by AAAI 2025.
- 2024.12: One paper is accepted by IEEE Transactions on Information Forensics and Security (TIFS).
Selected Publications
2025
Multi-view Consistent 3D Panoptic Scene Understanding
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
Xianzhu Liu, Xin Sun, Haozhe Xie, Zonglin Li, Ru Li, Shengping Zhang
Paper | Code | BibTex
Diff-Shadow: Global-guided Diffusion Model for Shadow Removal
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
Jinting Luo, Ru Li, Chengzhi Jiang, Xiaoming Zhang, Mingyan Han, Ting Jiang, Haoxiang Fan, Shuaicheng Liu
Paper | Code | BibTex
Path-Adaptive Matting for Efficient Inference under Various Computational Cost Constraints
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
Qinglin Liu, Zonglin Li, Xiaoqian Lv, Xin Sun, Ru Li, Shengping Zhang
Paper | Code | BibTex
Joint Finger Valley Points-Free ROI Detection and Recurrent Layer Aggregation for Palmprint Recognition in Open Environment
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Tingting Chai, Xin Wang, Ru Li, Wei Jia, Xiangqian Wu
Paper | Code | BibTex
2024
SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
Ru Li, Jia Liu, Guanghui Liu, Shengping Zhang, Bing Zeng, Shuaicheng Liu
Paper | Video | Code | BibTex
PBR-GAN: Imitating Physically Based Rendering with Generative Adversarial Networks
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
Ru Li, Peng Dai, Guanghui Liu, Shengping Zhang, Bing Zeng, Shuaicheng Liu
Paper | Code | BibTex
Hybrid Transformers with Attention-guided Spatial Embeddings for Makeup Transfer and Removal
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
Mingxiu Li, Wei Yu, Qinglin Liu, Zonglin Li, Ru Li, Bineng Zhong, Shengping Zhang
Paper | Code | BibTex
2023
SIRA-PCR: Sim-to-Real Adaptation for 3D Point Cloud Registration
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Suyi Chen, Hao Xu, Ru Li, Guanghui Liu, Chi-Wing Fu, Shuaicheng Liu
Paper | Video | Code | BibTex
MEFLUT: Unsupervised Learning 1D Lookup Tables for Multi-exposure Image Fusion
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Ting Jiang, Chuan Wang, Xinpeng Li, Ru Li, Haoqiang Fan, Shuaicheng Liu
Paper | Code | BibTex
Exposure Fusion for Hand-held Camera Inputs with Optical Flow and PatchMatch
arXiv, 2023
Ru Li, Guanghui Liu, Bing Zeng, Shuaicheng Liu
Paper | Code | BibTex
2022
UPHDR-GAN: Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
Ru Li, Chuan Wang, Jue Wang, Guanghui Liu, Heng-Yu Zhang, Bing Zeng, Shuaicheng Liu
Paper | Code | BibTex
2021
Image Style Transfer with Generative Adversarial Networks
ACM Multimedia Doctor Symposium (ACMMM), 2021
Ru Li
Paper | Code | BibTex
JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks
IEEE Transactions on Image Processing (TIP), 2021
Ru Li, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, Bing Zeng
Paper | Code | BibTex
Quadratic Terms based Point-to-Surface 3D Representation for Deep Learning of Point Cloud
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
Tiecheng Sun, Guanghui Liu, Ru Li, Shuaicheng Liu, Shuyuan Zhu, Bing Zeng
Paper | Code | BibTex
2020
SDP-GAN: Saliency Detail Preservation Generative Adversarial Networks for High Perceptual Quality Style Transfer
IEEE Transactions on Image Processing (TIP), 2020
Ru Li, Chi-Hao Wu, Shuaicheng Liu, Jue Wang, Guangfu Wang, Guanghui Liu, Bing Zeng
Paper | Code | BibTex
Multi-exposure Photomontage with Hand-held Cameras
Computer Vision and Image Understanding (CVIU), 2020
Ru Li, Shuaicheng Liu, Guanghui Liu, Tiecheng Sun, Jishun Guo
Paper | Code | BibTex
An Efficient and Compact 3D Local Descriptor based on the Weighted Height Image
Information Sciences (INS), 2020
Tiecheng Sun, Guanghui Liu, Shuaicheng Liu, Fanman Meng, Liaoyuan Zeng, Ru Li
Paper | Code | BibTex
2019
Hybrid Synthesis for Exposure Fusion from Hand-Held Camera Inputs
IEEE Internation Conference on Image Processing (ICIP), 2019
Ru Li, Shuaicheng Liu, Guanghui Liu, Bing Zeng
Paper | Code | BibTex
2018
Photomontage for Robust HDR Imaging with Hand-held Cameras
IEEE Internation Conference on Image Processing (ICIP), 2018
Ru Li, Xiaowu He, Shuaicheng Liu, Guanghui Liu, Bing Zeng
Paper | Code | BibTex
Education
Experience
Academic Services
Journals: TCSVT, SPL, CGF, GRSL, AIR
Conferences: CVPR, ICCV, ECCV, AAAI, PG, ICASSP, IROS
Projects
2018.09-2018.12, Driver Monitor System (DMS)
- Design a light-weighted end-to-end network running on an onboard chip to detect smoking, phoning, and drinking in driving.
