Ru Li（李茹）

Ru Li（李茹）

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

  • 2023.12:   One paper is accepted by AAAI 2024.
  • 2023.09:   One paper is accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
  • 2023.07:   Two papers are accepted by ICCV 2023.
  • 2023.07:   One paper is accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Publications

2024

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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

2023

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SIRA-PCR: Sim-to-Real Adaptation for 3D Point Cloud Registration

IEEE/CVF International Conference on Computer Vision (ICCV), pp. 14394-14405, 2023

Suyi Chen*, Hao Xu*, Ru Li, Guanghui Liu, Chi-Wing Fu, Shuaicheng Liu

Paper | Video | code | BibTex

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MEFLUT: Unsupervised Learning 1D Lookup Tables for Multi-exposure Image Fusion

IEEE/CVF International Conference on Computer Vision (ICCV), pp. 10542-10551, 2023

Ting Jiang, Chuan Wang, Xinpeng Li, Ru Li, Haoqiang Fan, Shuaicheng Liu

Paper | Video | code | BibTex

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PBR-GAN: Imitating Physically Based Rendering with Generative Adversarial Networks

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023

Ru Li, Peng Dai, Guanghui Liu, Shengping Zhang, Bing Zeng, Shuaicheng Liu

Paper | code | BibTex

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Hybrid Transformers with Attention-guided Spatial Embeddings for Makeup Transfer and Removal

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023

Mingxiu Li, Wei Yu, Qinglin Liu, Zonglin Li, Ru Li, Bineng Zhong, Shengping Zhang

Paper | code | BibTex

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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

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UPHDR-GAN: Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol.32, no.11, pp. 7532-7546, 2022

Ru Li, Chuan Wang, Jue Wang, Guanghui Liu, Heng-Yu Zhang, Bing Zeng, Shuaicheng Liu

Paper | code | BibTex

2021

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Image Style Transfer with Generative Adversarial Networks

ACM Multimedia Doctor Symposium (ACMMM), pp. 2950-2954, 2021

Ru Li

Paper | Code | BibTex

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JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks

IEEE Transactions on Image Processing (TIP), vol. 31, pp. 513-524, 2021

Ru Li, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, Bing Zeng

Paper | code | BibTex

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Quadratic Terms based Point-to-Surface 3D Representation for Deep Learning of Point Cloud

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol.32, no.5, pp. 2705-2718, 2021

Tiecheng Sun, Guanghui Liu, Ru Li, Shuaicheng Liu, Shuyuan Zhu, Bing Zeng

Paper | Code | BibTex

2020

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SDP-GAN: Saliency Detail Preservation Generative Adversarial Networks for High Perceptual Quality Style Transfer

IEEE Transactions on Image Processing (TIP), vol. 30, pp. 374-385, 2020

Ru Li, Chi-Hao Wu, Shuaicheng Liu, Jue Wang, Guangfu Wang, Guanghui Liu, Bing Zeng

Paper | Code | BibTex

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Multi-exposure Photomontage with Hand-held Cameras

Computer Vision and Image Understanding (CVIU), vol. 193, pp. 102929, 2020

Ru Li, Shuaicheng Liu, Guanghui Liu, Tiecheng Sun, Jishun Guo

Paper | Code | BibTex

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An Efficient and Compact 3D Local Descriptor based on the Weighted Height Image

Information Sciences (INS), vol. 520, pp. 209-231, 2020

Tiecheng Sun, Guanghui Liu, Shuaicheng Liu, Fanman Meng, Liaoyuan Zeng, Ru Li

Paper | Code | BibTex

2019

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Hybrid Synthesis for Exposure Fusion from Hand-Held Camera Inputs

IEEE Internation Conference on Image Processing (ICIP), pp. 4639-4643, 2019

Ru Li, Shuaicheng Liu, Guanghui Liu, Bing Zeng

Paper | Code | BibTex

2018

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Photomontage for Robust HDR Imaging with Hand-held Cameras

IEEE Internation Conference on Image Processing (ICIP), pp. 1708-1712, 2018

Ru Li, Xiaowu He, Shuaicheng Liu, Guanghui Liu, Bing Zeng

Paper | Code | BibTex

2016

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Multiple Kernel Collaborative Representation based Classification

IEEE Internation Conference on Signal Processing (ICSP), pp. 826-831, 2016

Ru Li, Qian Zhang, Zhiming Gao, Bao-Di Liu, Yanjing Wang

Paper | Code | BibTex

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Kernel Class Specific Centralized Dictionary Learning for Face Recognition

IEEE Internation Conference on Signal Processing (ICSP), pp. 837-842, 2016

Zhiming Gao, Qian Zhang, Ru Li, Bao-Di Liu, Yanjing Wang

Paper | Code | BibTex

Education

Experience

Academic Services

Journals:

  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • Signal Processing Letters (SPL)
  • Computer Graphics Fourm (CGF)
  • IEEE Geoscience and Remote Sensing Letters (GRSL)
  • Artificial Intelligence Review (AIR)

Conferences:

  • IEEE International Conference on Computer Vision (ICCV)
  • European Conference on Computer Vision (ECCV)
  • AAAI Conference on Artificial Intelligence (AAAI)
  • Pacific Graphics (PG)
  • International Conference on Intelligent Robots and Systems (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.