Beibei Wang

Professor · Nanjing University

Rendering · Material Appearance · 3D Computer Vision

I am currently a Professor at Nanjing University, Suzhou campus. My research mainly focuses on rendering and material appearance. I am also interested in 3D computer vision (e.g., surface reconstruction and relighting).

The main target is to create a realistic 3D digital world, including creating (reconstructing and generating) 3D assets (geometries and materials) and rendering these assets realistically.

Email: beibei.wang@nju.edu.cn
Nanjing University, Suzhou, China

Curriculum Vitae

Research

Classical Rendering

Neural Aided Rendering

3D Asset Creation

Rendering for Embodied AI

News

Aug. 2026: We have organized CCF CAD/CG 2026 (about 1,200 attendees)!
Jul. 2026: We have three paper accepted to SIGGRAPH Asia 2026!
Jul. 2026: We have one paper accepted to ECCV! Congrats to Xiang!
Apr. 2026: We have one paper accepted to ACM TOG!
Mar. 2026: We have two papers accepted to SIGGRAPH 2026! Congrats to Zixuan and Weiqing!
Feb. 2026: We have four papers accepted to CVPR 2026!
Feb. 2026: I will serve as AE of ACM Transactions on Graphics!
Nov. 2025: Jiahui becomes Dr. Fan!
Sep. 2025: We have two papers accepted to SIGGRAPH Asia 2025 and one TOG paper presented at SIGGRAPH Asia 2025.
July 2025: I will serve as AE of Journal of Computer Graphics Techniques.
July 2025: Our ROR paper is accepted to ACM TOG. Congrats to Zuoliang!
June 2025: We have one paper accepted to ICCV 2025. Congrats to Zuoliang!
We have two papers accepted to SIGGRAPH 2025.
We have two papers accepted to CVPR 2025. Congrats to Jiahui and Hanxiao!
I will serve as the sorting committee of SIGGRAPH 2025.
I will serve as the program co-chair of EGSR 2025.
We have two papers accepted to SIGGRAPH Asia 2024.
We have three papers conditionally accepted to SIGGRAPH 2024.

Education and Experiences

Professor, Nanjing University (2023-).
Professor, Nankai University, part time (2022.2-2024.12).
Associate professor, Nanjing University of Science and Technology (March. 2017 - 2023).
Hong Kong Scholar (Postdoc, under the supervision of Prof. Lei Zhang, Hong Kong, China (June. 2021 - June. 2023).
Postdoc, under the supervision of Prof. Nicolas Holzschuch, INRIA, France (Nov. 2015 - Feb. 2017).
Working on game technique research and development( Disney Infinity 3), Studio Gobo, UK (Dec. 2014 - October. 2015).
Visiting Ph.D. student, under the supervision of Prof. Tamy Boubekeur, CG Group, Télécom ParisTech, France (Oct. 2012 - Oct. 2014).
Internship in OGS Team, Autodesk, Shanghai, China (Nov. 2010 - May. 2011).
Ph.D., under the supervision of Prof. Xiangxu Meng, computer science and technology, Shandong University, China (Dec. 2014).
Bachelor degree, software engineering, Shandong University, China (Jun. 2009).

Students

I am looking for PhD students, starting in the fall of 2027, to work on related research topics, including (but not limited to) rendering and 3D vision (as mentioned above) (招收27年入学的直博生和推免生，欢迎联系! 招生宣传请点击这里).

Current PhD Students: Zibo Zhang, Zixuan Li, Zuoliang Zhu (co-supervised), Zixiong Wang, Gaole Pan, Weiqing Xiao, Yuhang Hu, Yupeng Gao (co-supervised), Xiang Chen (co-supervised)
Current MS Students: Yingjie Tang, Meng Duan, Guangming Fu, Kunxin Guang, Yixin Zhu, Xiangzhao Zeng, Yanhong Liu, Zijian Ding, Kenglan Huang, Xiaoli Ling
Alumni PhD: Jiahui Fan (co-supervised)
Alumni Master: Wenshi Wu, Tianyi Yang, Jie Jiang, Wenhua Jin, Yang Liu, Tao Wen, Zhongmin Xue, Hong Deng, Weiheng Lin, Hanxiao Sun, Conghui Hao, Di Luo, Jiawei Lu
Intern: Yuang Cui, Hangyu Zhang, Wenjian Zhou
Research Assistant: He Li

Academic Activity

Nominations Committee, ACM SIGGRAPH, 2026-present
Associate Editor, ACM Transactions on Graphics, 2026-present
Associate Editor, Journal of Computer Graphics Techniques, 2025-present
Associate Editor, Computer Graphics Forum, 2025-present
Program Co-chair, Eurographics Symposium on Rendering 2025
Advisory Board Committee, Eurographics 2027
Best Paper Award Committee, SIGGRAPH Asia 2025, Eurographics 2025
Paper Sorting Committee, Eurographics 2026, SIGGRAPH 2025, Pacific Graphics 2024
Program committees:

SIGGRAPH 2023-2024, 2026-2027
SIGGRAPH Asia 2025, 2026
Eurographics Symposium on Rendering 2021-2023, 2025, 2026
Eurographics 2024-2026
High-Performance Graphics 2021-2023, 2025

Summary of recent techniques

A short summary of Rendering and Inverse Rendering techniques in 2024 @Chinagraph 2024.

Courses

Fall 2026: Data Structures and Algorithms
Fall 2026: Computer Graphics
Spring 2026: Photorealistic Rendering
Fall 2025: Data Structures And Algorithms
Fall 2024: Data Structures And Algorithms

Publications

Research works, organized chronologically.

2026 2025 2024 2023 2022 2021

2026

Zixuan Li, Pengfei Shen, Hanxiao Sun, Zibo Zhang, Yu Guo, Ligang Liu, Ling-Qi, Yan, Steve Marschner, Miloš Hašan, Beibei Wang#

Fiber-level Woven Fabric Capture from a Single Microscopic Image

ACM Transactions on Graphics, 2026. To appear

Zixuan Li, Zixiong Wang, Jian Yang, Miloš Hašan, Beibei Wang#

PureSample: Neural Materials Learned by Sampling Microgeometry

SIGGRAPH, 2026. To appear

Yingjie Tang, Di Luo, Zixiong Wang, Xiaoli Ling, Jian Yang, Beibei Wang#

FabricGen: Microstructure-Aware Woven Fabric Generation

CVPR, 2026.
Project Page

Yonghao Zhao, Yupeng Gao, Jian Yang, Jin Xie#, Beibei Wang#

GOR-IS: 3D Gaussian Object Removal in the Intrinsic Space

CVPR, 2026.

Yixin Zhu, Zuo-Liang Zhu, Jian Yang, Miloš Hašan, Jin Xie#, Beibei Wang#

WeatherDiffusion: Controllable Weather Editing in Intrinsic Space

CVPR, 2026.
Project Page

Di Luo, Shuhui Yang, Mingxin Yang, Jiawei Lu, Yixuan Tang, Xintong Han, Zhuo Chen, Beibei Wang#, Chunchao Guo#

MatPedia: A Universal Generative Foundation for High-Fidelity Material Synthesis

CVPR, 2026.
Project Page

Zixiong Wang, Jian Yang, Yiwei Hu, Miloš Hašan, Beibei Wang#

HiMat: DiT-based Ultra-High Resolution SVBRDF Generation

Computer Graphics Forum (Proceedings of Eurographics), 2026. To appear

2025

Youxin Xing, Zheng Zeng, Youyang Du, Lu Wang#, Beibei Wang#

Diffusion-Guided Relighting for Single-Image SVBRDF Estimation

Proceedings of SIGGRAPH Asia, 2025.
Project Page

Pengpei Hong, Meng Duan, Beibei Wang, Cem Yuksel, Tizian Zeltner, Daqi Lin

Sample Space Partitioning and Spatiotemporal Resampling for Specular Manifold Sampling

Proceedings of SIGGRAPH Asia, 2025. To appear

Zuo-Liang Zhu, Beibei Wang#, Jian Yang#

GS-ROR2: Bidirectional-guided 3DGS and SDF for Reflective Object Relighting and Reconstruction

ACM Transactions on Graphics, 2025.
PDF

Zuo-Liang Zhu, Jian Yang#, Beibei Wang#

Gaussian Splatting with Discretized SDF for Relightable Assets

ICCV, 2025.
Project Page

Youyang Du, Lu Wang#, Beibei Wang#

Facial Microscopic Structures Synthesis from a Single Unconstrained Image

Proceedings of SIGGRAPH 2025, 2025.
Project Page

Zilin Xu, Xiang Chen, Chen Liu, Beibei Wang, Lu Wang, Zahra Montazeri, Ling-Qi Yan

Towards Comprehensive Neural Materials: Dynamic Structure-Preserving Synthesis with Accurate Silhouette at Instant Inference Speed

Proceedings of SIGGRAPH 2025, 2025.
Project Page

Ruizeng Li, Xinyang Liu, Runze Wang, Pengfei Shen, Ligang Liu#, Beibei Wang#

Bidirectional Plateau-Border Scattering Distribution Function for Realistic and Efficient Foam Rendering

EGSR, 2025.
Project Page

Jiawei Lu, Kunxin Guang, Conghui Hao, Kai Sun, Jian Yang, Jin Xie, Beibei Wang#

Joint Gaussian Deformation in Triangle-Deformed Space for High-Fidelity Head Avatars

EGSR, 2025.
Project Page

Hanxiao Sun, Yupeng Gao, Jin Xie, Jian Yang, Beibei Wang#

SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering

CVPR, 2025.
Project Page

Jiahui Fan, Funjun Luan, Jian Yang, Miloš Hašan, Beibei Wang#

RNG: Relightable Neural Gaussians

CVPR, 2025.
Project Page

2024

Di Luo, Hanxiao Sun, Lei Ma, Jian Yang, Beibei Wang#

Correlation-aware Encoder-Decoder with Adapters for SVBRDF Acquisition

Proceedings of SIGGRAPH Asia 2024, 2024.
Project Page

Jia Li, Lu Wang#, Lei Zhang, Beibei Wang#

TensoSDF: Roughness-aware Tensorial Representation for Robust Geometry and Material Reconstruction

ACM Transactions on Graphics (Proceedings of SIGGRAPH 2024), 2024.
Project Page

Yingjie Tang, Zixuan Li, Miloš Hašan, Jian Yang, Beibei Wang#

Woven Fabric Capture with a Reflection-Transmission Photo Pair

Proceedings of SIGGRAPH 2024, 2024.
Project Page

Xiang Chen, Lu Wang#, Beibei Wang#

Real-time Neural Woven Fabric Rendering

Proceedings of SIGGRAPH 2024, 2024.
Project Page

Jia Li, Ziling Chen, Xiaolong Wu, Lu Wang#, Beibei Wang#, Lei Zhang

Neural Super-Resolution for Real-time Rendering with Radiance Demodulation

CVPR, 2024.
PDF

2023

Yuang Cui, Gaole Pan, Jian Yang, Lei Zhang, Ling-Qi Yan, Beibei Wang#

Multiple-bounce Smith Microfacet BRDFs using the Invariance Principle

Proceedings of SIGGRAPH Asia 2023, 2023 (Dec.)
Project Page

Jie Guo, Zeru Li, Xueyan He, Beibei Wang, Wenbin Li, Yanwen Guo, Ling-Qi Yan

MetaLayer: A Meta-learned BSDF Model for Layered Materials

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2023), 2023 (Dec.)
PDF

Hangyu Zhang, Beibei Wang#

World-Space Spatiotemporal Path Resampling for Path Tracing

Computer Graphics Forum (Proceedings of PG 2023), 2023.
Project Page

Xiangfeng Xu, Lu Wang#, Beibei Wang#

Efficient Caustics Rendering via Spatial and Temporal Path Reuse

Computer Graphics Forum (Proceedings of PG 2023)

Wenshi Wu, Beibei Wang#, Miloš Hašan, Lei Zhang, Zhong Jin, Ling-Qi Yan

Efficient Participating Media Rendering with Differentiable Regularization

CVMJ, 2023

Youxin Xing, Gaole Pan, Xiang Chen, Ji Wu, Lu Wang#, Beibei Wang#

Real-time All-frequency Global Illumination with Radiance Caching

CVMJ, 2023
Project Page

Jiahui Fan, Beibei Wang#, Miloš Hašan, Jian Yang#, Ling-Qi Yan

Neural Biplane Representation for BTF Rendering and Acquisition

Proceedings of SIGGRAPH 2023, 2023 (July)
Project Page

Pengfei Shen, Ruizeng Li, Beibei Wang#, and Ligang Liu#

Scratch-based Reflection Art via Differentiable Rendering

ACM Transactions on Graphics (Proceedings of SIGGRAPH 2023), 2023 (July)
Project Page

Beibei Wang, Wenhua Jin, Miloš Hašan, Ling-Qi Yan

SpongeCake: A Layered Microflake Surface Appearance Model

ACM Transactions on Graphics (presented at Siggraph 2023), Volume 42, Issue 1, Article No.: 8pp 1–16. 2022.
Project Page

2022

Wenhua Jin, Beibei Wang#, Miloš Hašan, Yu Guo, Steve Marschner, Ling-Qi Yan

Woven Fabric Capture from a Single Photo

Proceedings of SIGGRAPH Asia 2022.
Project Page

He Li, Beibei Wang#, Changehe Tu#, Kun Xu, Nicolas Holzschuch, Ling-Qi Yan

Unbiased Caustics Rendering Guided by Representative Specular Paths

Proceedings of SIGGRAPH Asia 2022.
Project Page

Jiahui Fan, Beibei Wang#, Miloš Hašan, Jian Yang#, Ling-Qi Yan

Neural Layered BRDFs

Proceedings of SIGGRAPH 2022, 2022 (July)
Project Page

Beibei Wang, Wenhua Jin, Jiahui Fan, Jian Yang, Nicolas Holzschuch, Ling-Qi Yan

Position-free Multiple-bounce Computations for Smith Microfacet BSDFs

ACM Transactions on Graphics (Proceedings of SIGGRAPH 2022), Volume 41, Issue 4, Article No.:134, pp 1–14. 2022 (July)
Project Page

Tao Wen, Beibei Wang#, Lei Zhang, Jie Guo, Nicolas Holzschuch

SVBRDF Recovery From a Single Image With Highlights using a Pretrained Generative Adversarial Network

Computer Graphics Forum, 2022

Hong Deng, Yang Liu, Beibei Wang#, Jian Yang, Lei Ma, Nicolas Holzschuch, Ling-Qi Yan

Constant-Cost Spatio-Angular Prefiltering of Glinty Appearance Using Tensor Decomposition

ACM Transactions on Graphics, Volume 41, Issue 2, Article No.:22, pp 1–17. 2022
Project Page

Jiahui Fan, Beibei Wang*, Miloš Hašan, Jian Yang#, Ling-Qi Yan

Efficient Specular Glints Rendering with Differentiable Regularization

IEEE TVCG, 2022

Wenshi Wu, Beibei Wang#, Ling-Qi Yan#

A Survey on Homogeneous Participating Media Rendering

Computational Visual Media, volume 8, pages177–198 (2022)
Project Page

2021

Tao Zhuang, Pengfei Shen, Beibei Wang#, Ligang Liu

Real-time Denoising Using BRDF Pre-integration Factorization

Computer Graphics Forum (Proceedings of Pacific Graphics), 2021 (Oct)

Liangsheng Ge, Beibei Wang*, Lu Wang, Xiangxu Meng,Nicolas Holzschuch.

Interactive Simulation of Scattering Effects in Participating Media Using a Neural Network Model

IEEE Transactions on Visualization and Computer Graphics, Vol.27, No. 7, pp. 3123 - 3134. July, 2021
Project Page

Zhongmin Xue, Beibei Wang#,Lei Ma#

A Deep Learning Method for 2D Image Stipplingn

Computer Graphics International, 2021 (Sep)

Beibei Wang, Jiahui Fan

均匀参与介质的渲染方法研究

中国图象图形学报, Volume 26, Number 5, 2021
Project Page

Weiheng Lin, Beibei Wang#, Jian Yang, Lu Wang, Ling-Qi Yan

Path-based Monte Carlo Denoising Using a Three-Scale Neural Network

Computer Graphics Forum, Feb. 2021. Volume 40, Issue 1, Pages 369-381
PDF

2020

Beibei Wang, Miloš Hašan, Ling-Qi Yan

Path Cuts: Efficient Rendering of Pure Specular Light Transport

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2020), Volume 39, Issue 6, Article 238.

Yezi Zhao, Beibei Wang(*), Yanning Xu, Zheng Zeng, Lu Wang, Nicolas Holzschuch.

Joint SVBRDF Recovery and Synthesis From a Single Image using an Unsupervised Generative Adversarial Network

EGSR 2020
PDF

Zheng Zeng, Lu Wang#Beibei Wang#,Chunmeng Kang, Yanning Xu.(#corresponding author.)

Denoising Stochastic Progressive Photon Mapping Renderings Using a Multi-Residual Network

Journal of Computer Science and Technology, 35(3), 506–521

Beibei Wang,Hong Deng, Nicolas Holzschuch.

Real-Time Glints Rendering with Prefiltered Discrete Stochastic Microfacets

Computer Graphics Forum, Volume39, Issue6, September 2020. Pages 144-154

Beibei Wang, Miloš Hašan, Nicolas Holzschuch, Ling-Qi Yan

Example-Based Microstructure Rendering with Constant Storage

ACM Transactions on Graphics (present at SIGGRAPH 2020), 39(5): Article 162.
PDF

Hong Deng, Beibei Wang#, Rui Wang, Nicolas Holzschuch.

A Practical Path Guiding Method for Participating Media

Computational Visual Media Journal, Springer, Vol. 6, No. 1, March 2020, 37–51.

Weiheng Lin, Beibei Wang#, Lu Wang, Nicolas Holzschuch.

A Detail Preserving Neural Network Model for Monte Carlo Denoising

Computational Visual Media Journal, Vol. 6. April 2020, 157–168.
Project Page

Yulin Liang, Beibei Wang*, Lu Wang, Nicolas Holzschuch.

Fast Computation of Single Scattering in Participating Media with Refractive Boundaries using Frequency Analysis

IEEE Transactions on Visualization and Computer Graphics, Vol.26, No. 10, pp. 2961-2969. 2020.
Project Page

Beibei Wang, Liangsheng Ge, Nicolas Holzschuch.

Precomputed Multiple Scattering for Rapid Light Simulation in Participating Media

IEEE Transactions on Visualization and Computer Graphics, Vol. 26, No. 7, pp. 2456 - 2470, July 2020.
Project Page

2019

王贝贝，王璐，肖懿，王锐.

基于物理的真实感绘制方法研究进展.

中国计算机科学技术进展报告（CCF2018-2019）.

Xiang Xu,Beibei Wang, Lu Wang, Chenglei Yang, Xiangxu Meng.

An Efficient Distributed Global Illumination Method Based on Photon Mapping

Computer & Graphics, Elsevier, Vol. 82, August 2019, Pages 214-221
Project Page

Lei Ma, Hong Deng, Beibei Wang, Yanyun Chen, Tamy Boubebeur.

Real-time structure aware color stippling

Siggraph, Poster,2019
Project Page

2018

Beibei Wang, Nicolas Holzschuch.

Point-Based Rendering for Homogeneous Participating Media with Refractive Boundaries

IEEE Transactions on Visualization and Computer Graphics, 2018, 24 (10), pp.2743-2757.
Project Page

Beibei Wang, Lu Wang, Nicolas Holzschuch.

Fast Global Illumination with Discrete Stochastic Microfacets Using a Filterable Model

Computer Graphics Forum, Wiley, 2018, 37 (7), pp.55-64.
Project Page Code

Liangsheng Ge, Beibei Wang, Lu Wang, Nicolas Holzschuch.

A Compact Representation for Multiple Scattering in Participating Media using Neural Networks

Siggraph 2018 Talks, Aug 2018, Vancouver, Canada. pp.1-2.
Project Page

2017

Xiang Xu, Beibei Wang, Lu Wang, Yanning Xu, Tamy Boubekeur.

Vectorized Point based Global Illumination on Intel MIC Architecture

Computers and Graphics, 70:206-213, February 2018
Project Page

Huw Bowles, Daniel Zimmermann, Gioacchino Noris, Beibei Wang

Crest: Novel Ocean Rendering Techniques in an Open Source Framework

Siggraph 2017 Advances in Real-Time Rendering in Games, Jul 2017, Los angeles, United States
Project Page

Beibei Wang, Nicolas Holzschuch.

Precomputed Multiple Scattering for Light Simulation in Participating Medium

Siggraph 2017 Talk, Jul 2017, Los Angeles, United States. pp.Article No. 35,
Project Page

2016

Beibei Wang, Huw Bowles

A Robust and Flexible Real-Time Sparkle Effect

EGSR 2016 E&I - Eurographics Symposium on Rendering - Experimental Ideas & Implementations, Jun 2016, Dublin, Ireland. pp.49-54.
Project Page

Beibei Wang, Jean-Dominique Gascuel, Nicolas Holzschuch

Point-Based Light Transport for Participating Media with Refractive Boundaries

Eurographics Symposium on Rendering 2016 - Experimental Ideas & Implementations, Jun 2016, Dublin, Ireland.
Project Page

2015

Huw Bowles, Beibei Wang

Sparkly but not too sparkly! Anti-aliasing a procedural sparkle effect

Siggraph 2015 Advances in Real-time Rendering in Games, Aug 2015, Los Angeles, United States
Project Page

Beibei Wang, Xiangxu Meng, Tamy Boubekeur

Non-diffuse effects for point-based global illumination

Siggraph 2015, Aug 2015, Los Angeles United States.
Project Page

Beibei Wang, Xiangxu Meng, Tamy Boubekeur.

Wavelet Point-Based Global Illumination.

Computer Graphics Forum. vol.34.4(2015),pp.143-154(EGSR 2015)
Project Page

2014

Beibei Wang

基于点缓存的全局光照方法研究

Computer Science [cs]. Shandong University, 2014. Chinese
Project Page

2013

Beibei Wang, Jing Huang, Bert Buchholz, Xiangxu Meng and Tamy Boubekeur.

Factorized Point-Based Global Illumination.

Computer Graphics Forum, vol.32.4(2013), pp.117-123 (EGSR 2013)
Project Page

2011

Beibei Wang, Xiangxu Meng, Xu Yanning, Song Xijun

Fast Point Based Global Illumination

Computer-Aided Design and Computer Graphics, Sep 2011, Jinan, China.
Project Page

2026
	Zixuan Li, Pengfei Shen, Hanxiao Sun, Zibo Zhang, Yu Guo, Ligang Liu, Ling-Qi, Yan, Steve Marschner, Miloš Hašan, Beibei Wang# Fiber-level Woven Fabric Capture from a Single Microscopic Image ACM Transactions on Graphics, 2026. To appear
	Zixuan Li, Zixiong Wang, Jian Yang, Miloš Hašan, Beibei Wang# PureSample: Neural Materials Learned by Sampling Microgeometry SIGGRAPH, 2026. To appear
	Yingjie Tang, Di Luo, Zixiong Wang, Xiaoli Ling, Jian Yang, Beibei Wang# FabricGen: Microstructure-Aware Woven Fabric Generation CVPR, 2026. Project Page
	Yonghao Zhao, Yupeng Gao, Jian Yang, Jin Xie#, Beibei Wang# GOR-IS: 3D Gaussian Object Removal in the Intrinsic Space CVPR, 2026.
	Yixin Zhu, Zuo-Liang Zhu, Jian Yang, Miloš Hašan, Jin Xie#, Beibei Wang# WeatherDiffusion: Controllable Weather Editing in Intrinsic Space CVPR, 2026. Project Page
	Di Luo, Shuhui Yang, Mingxin Yang, Jiawei Lu, Yixuan Tang, Xintong Han, Zhuo Chen, Beibei Wang#, Chunchao Guo# MatPedia: A Universal Generative Foundation for High-Fidelity Material Synthesis CVPR, 2026. Project Page
	Zixiong Wang, Jian Yang, Yiwei Hu, Miloš Hašan, Beibei Wang# HiMat: DiT-based Ultra-High Resolution SVBRDF Generation Computer Graphics Forum (Proceedings of Eurographics), 2026. To appear
2025
	Youxin Xing, Zheng Zeng, Youyang Du, Lu Wang#, Beibei Wang# Diffusion-Guided Relighting for Single-Image SVBRDF Estimation Proceedings of SIGGRAPH Asia, 2025. Project Page
	Pengpei Hong, Meng Duan, Beibei Wang, Cem Yuksel, Tizian Zeltner, Daqi Lin Sample Space Partitioning and Spatiotemporal Resampling for Specular Manifold Sampling Proceedings of SIGGRAPH Asia, 2025. To appear
	Zuo-Liang Zhu, Beibei Wang#, Jian Yang# GS-ROR2: Bidirectional-guided 3DGS and SDF for Reflective Object Relighting and Reconstruction ACM Transactions on Graphics, 2025. PDF
	Zuo-Liang Zhu, Jian Yang#, Beibei Wang# Gaussian Splatting with Discretized SDF for Relightable Assets ICCV, 2025. Project Page
	Youyang Du, Lu Wang#, Beibei Wang# Facial Microscopic Structures Synthesis from a Single Unconstrained Image Proceedings of SIGGRAPH 2025, 2025. Project Page
	Zilin Xu, Xiang Chen, Chen Liu, Beibei Wang, Lu Wang, Zahra Montazeri, Ling-Qi Yan Towards Comprehensive Neural Materials: Dynamic Structure-Preserving Synthesis with Accurate Silhouette at Instant Inference Speed Proceedings of SIGGRAPH 2025, 2025. Project Page
	Ruizeng Li, Xinyang Liu, Runze Wang, Pengfei Shen, Ligang Liu#, Beibei Wang# Bidirectional Plateau-Border Scattering Distribution Function for Realistic and Efficient Foam Rendering EGSR, 2025. Project Page
	Jiawei Lu, Kunxin Guang, Conghui Hao, Kai Sun, Jian Yang, Jin Xie, Beibei Wang# Joint Gaussian Deformation in Triangle-Deformed Space for High-Fidelity Head Avatars EGSR, 2025. Project Page
	Hanxiao Sun, Yupeng Gao, Jin Xie, Jian Yang, Beibei Wang# SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering CVPR, 2025. Project Page
	Jiahui Fan, Funjun Luan, Jian Yang, Miloš Hašan, Beibei Wang# RNG: Relightable Neural Gaussians CVPR, 2025. Project Page
2024
	Di Luo, Hanxiao Sun, Lei Ma, Jian Yang, Beibei Wang# Correlation-aware Encoder-Decoder with Adapters for SVBRDF Acquisition Proceedings of SIGGRAPH Asia 2024, 2024. Project Page
	Jia Li, Lu Wang#, Lei Zhang, Beibei Wang# TensoSDF: Roughness-aware Tensorial Representation for Robust Geometry and Material Reconstruction ACM Transactions on Graphics (Proceedings of SIGGRAPH 2024), 2024. Project Page
	Yingjie Tang, Zixuan Li, Miloš Hašan, Jian Yang, Beibei Wang# Woven Fabric Capture with a Reflection-Transmission Photo Pair Proceedings of SIGGRAPH 2024, 2024. Project Page
	Xiang Chen, Lu Wang#, Beibei Wang# Real-time Neural Woven Fabric Rendering Proceedings of SIGGRAPH 2024, 2024. Project Page
	Jia Li, Ziling Chen, Xiaolong Wu, Lu Wang#, Beibei Wang#, Lei Zhang Neural Super-Resolution for Real-time Rendering with Radiance Demodulation CVPR, 2024. PDF
2023
	Yuang Cui, Gaole Pan, Jian Yang, Lei Zhang, Ling-Qi Yan, Beibei Wang# Multiple-bounce Smith Microfacet BRDFs using the Invariance Principle Proceedings of SIGGRAPH Asia 2023, 2023 (Dec.) Project Page
	Jie Guo, Zeru Li, Xueyan He, Beibei Wang, Wenbin Li, Yanwen Guo, Ling-Qi Yan MetaLayer: A Meta-learned BSDF Model for Layered Materials ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2023), 2023 (Dec.) PDF
	Hangyu Zhang, Beibei Wang# World-Space Spatiotemporal Path Resampling for Path Tracing Computer Graphics Forum (Proceedings of PG 2023), 2023. Project Page
	Xiangfeng Xu, Lu Wang#, Beibei Wang# Efficient Caustics Rendering via Spatial and Temporal Path Reuse Computer Graphics Forum (Proceedings of PG 2023)
	Wenshi Wu, Beibei Wang#, Miloš Hašan, Lei Zhang, Zhong Jin, Ling-Qi Yan Efficient Participating Media Rendering with Differentiable Regularization CVMJ, 2023
	Youxin Xing, Gaole Pan, Xiang Chen, Ji Wu, Lu Wang#, Beibei Wang# Real-time All-frequency Global Illumination with Radiance Caching CVMJ, 2023 Project Page
	Jiahui Fan, Beibei Wang#, Miloš Hašan, Jian Yang#, Ling-Qi Yan Neural Biplane Representation for BTF Rendering and Acquisition Proceedings of SIGGRAPH 2023, 2023 (July) Project Page
	Pengfei Shen, Ruizeng Li, Beibei Wang#, and Ligang Liu# Scratch-based Reflection Art via Differentiable Rendering ACM Transactions on Graphics (Proceedings of SIGGRAPH 2023), 2023 (July) Project Page
	Beibei Wang, Wenhua Jin, Miloš Hašan, Ling-Qi Yan SpongeCake: A Layered Microflake Surface Appearance Model ACM Transactions on Graphics (presented at Siggraph 2023), Volume 42, Issue 1, Article No.: 8pp 1–16. 2022. Project Page
2022
	Wenhua Jin, Beibei Wang#, Miloš Hašan, Yu Guo, Steve Marschner, Ling-Qi Yan Woven Fabric Capture from a Single Photo Proceedings of SIGGRAPH Asia 2022. Project Page
	He Li, Beibei Wang#, Changehe Tu#, Kun Xu, Nicolas Holzschuch, Ling-Qi Yan Unbiased Caustics Rendering Guided by Representative Specular Paths Proceedings of SIGGRAPH Asia 2022. Project Page
	Jiahui Fan, Beibei Wang#, Miloš Hašan, Jian Yang#, Ling-Qi Yan Neural Layered BRDFs Proceedings of SIGGRAPH 2022, 2022 (July) Project Page
	Beibei Wang, Wenhua Jin, Jiahui Fan, Jian Yang, Nicolas Holzschuch, Ling-Qi Yan Position-free Multiple-bounce Computations for Smith Microfacet BSDFs ACM Transactions on Graphics (Proceedings of SIGGRAPH 2022), Volume 41, Issue 4, Article No.:134, pp 1–14. 2022 (July) Project Page
	Tao Wen, Beibei Wang#, Lei Zhang, Jie Guo, Nicolas Holzschuch SVBRDF Recovery From a Single Image With Highlights using a Pretrained Generative Adversarial Network Computer Graphics Forum, 2022
	Hong Deng, Yang Liu, Beibei Wang#, Jian Yang, Lei Ma, Nicolas Holzschuch, Ling-Qi Yan Constant-Cost Spatio-Angular Prefiltering of Glinty Appearance Using Tensor Decomposition ACM Transactions on Graphics, Volume 41, Issue 2, Article No.:22, pp 1–17. 2022 Project Page
	Jiahui Fan, Beibei Wang, Miloš Hašan, Jian Yang#, Ling-Qi Yan Efficient Specular Glints Rendering with Differentiable Regularization IEEE TVCG*, 2022
	Wenshi Wu, Beibei Wang#, Ling-Qi Yan# A Survey on Homogeneous Participating Media Rendering Computational Visual Media, volume 8, pages177–198 (2022) Project Page
2021
	Tao Zhuang, Pengfei Shen, Beibei Wang#, Ligang Liu Real-time Denoising Using BRDF Pre-integration Factorization Computer Graphics Forum (Proceedings of Pacific Graphics), 2021 (Oct)
	Liangsheng Ge, Beibei Wang, Lu Wang, Xiangxu Meng,Nicolas Holzschuch. Interactive Simulation of Scattering Effects in Participating Media Using a Neural Network Model IEEE Transactions on Visualization and Computer Graphics*, Vol.27, No. 7, pp. 3123 - 3134. July, 2021 Project Page
	Zhongmin Xue, Beibei Wang#,Lei Ma# A Deep Learning Method for 2D Image Stipplingn Computer Graphics International, 2021 (Sep)
	Beibei Wang, Jiahui Fan 均匀参与介质的渲染方法研究中国图象图形学报, Volume 26, Number 5, 2021 Project Page
	Weiheng Lin, Beibei Wang#, Jian Yang, Lu Wang, Ling-Qi Yan Path-based Monte Carlo Denoising Using a Three-Scale Neural Network Computer Graphics Forum, Feb. 2021. Volume 40, Issue 1, Pages 369-381 PDF
2020
	Beibei Wang, Miloš Hašan, Ling-Qi Yan Path Cuts: Efficient Rendering of Pure Specular Light Transport ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2020), Volume 39, Issue 6, Article 238.
	Yezi Zhao, *Beibei Wang()*, Yanning Xu, Zheng Zeng, Lu Wang, Nicolas Holzschuch. Joint SVBRDF Recovery and Synthesis From a Single Image using an Unsupervised Generative Adversarial Network EGSR 2020* PDF
	Zheng Zeng, Lu Wang#Beibei Wang#,Chunmeng Kang, Yanning Xu.(#corresponding author.) Denoising Stochastic Progressive Photon Mapping Renderings Using a Multi-Residual Network Journal of Computer Science and Technology, 35(3), 506–521
	Beibei Wang,Hong Deng, Nicolas Holzschuch. Real-Time Glints Rendering with Prefiltered Discrete Stochastic Microfacets Computer Graphics Forum, Volume39, Issue6, September 2020. Pages 144-154
	Beibei Wang, Miloš Hašan, Nicolas Holzschuch, Ling-Qi Yan Example-Based Microstructure Rendering with Constant Storage ACM Transactions on Graphics (present at SIGGRAPH 2020), 39(5): Article 162. PDF
	Hong Deng, Beibei Wang#, Rui Wang, Nicolas Holzschuch. A Practical Path Guiding Method for Participating Media Computational Visual Media Journal, Springer, Vol. 6, No. 1, March 2020, 37–51.
	Weiheng Lin, Beibei Wang#, Lu Wang, Nicolas Holzschuch. A Detail Preserving Neural Network Model for Monte Carlo Denoising Computational Visual Media Journal, Vol. 6. April 2020, 157–168. Project Page
	Yulin Liang, Beibei Wang, Lu Wang, Nicolas Holzschuch. Fast Computation of Single Scattering in Participating Media with Refractive Boundaries using Frequency Analysis IEEE Transactions on Visualization and Computer Graphics*, Vol.26, No. 10, pp. 2961-2969. 2020. Project Page
	Beibei Wang, Liangsheng Ge, Nicolas Holzschuch. Precomputed Multiple Scattering for Rapid Light Simulation in Participating Media IEEE Transactions on Visualization and Computer Graphics, Vol. 26, No. 7, pp. 2456 - 2470, July 2020. Project Page
2019
	王贝贝，王璐，肖懿，王锐. 基于物理的真实感绘制方法研究进展. 中国计算机科学技术进展报告（CCF2018-2019）.
	Xiang Xu,Beibei Wang, Lu Wang, Chenglei Yang, Xiangxu Meng. An Efficient Distributed Global Illumination Method Based on Photon Mapping Computer & Graphics, Elsevier, Vol. 82, August 2019, Pages 214-221 Project Page
	Lei Ma, Hong Deng, Beibei Wang, Yanyun Chen, Tamy Boubebeur. Real-time structure aware color stippling Siggraph, Poster,2019 Project Page
2018
	Beibei Wang, Nicolas Holzschuch. Point-Based Rendering for Homogeneous Participating Media with Refractive Boundaries IEEE Transactions on Visualization and Computer Graphics, 2018, 24 (10), pp.2743-2757. Project Page
	Beibei Wang, Lu Wang, Nicolas Holzschuch. Fast Global Illumination with Discrete Stochastic Microfacets Using a Filterable Model Computer Graphics Forum, Wiley, 2018, 37 (7), pp.55-64. Project Page Code
	Liangsheng Ge, Beibei Wang, Lu Wang, Nicolas Holzschuch. A Compact Representation for Multiple Scattering in Participating Media using Neural Networks Siggraph 2018 Talks, Aug 2018, Vancouver, Canada. pp.1-2. Project Page
2017
	Xiang Xu, Beibei Wang, Lu Wang, Yanning Xu, Tamy Boubekeur. Vectorized Point based Global Illumination on Intel MIC Architecture Computers and Graphics, 70:206-213, February 2018 Project Page
	Huw Bowles, Daniel Zimmermann, Gioacchino Noris, Beibei Wang Crest: Novel Ocean Rendering Techniques in an Open Source Framework Siggraph 2017 Advances in Real-Time Rendering in Games, Jul 2017, Los angeles, United States Project Page
	Beibei Wang, Nicolas Holzschuch. Precomputed Multiple Scattering for Light Simulation in Participating Medium Siggraph 2017 Talk, Jul 2017, Los Angeles, United States. pp.Article No. 35, Project Page
2016
	Beibei Wang, Huw Bowles A Robust and Flexible Real-Time Sparkle Effect EGSR 2016 E&I - Eurographics Symposium on Rendering - Experimental Ideas & Implementations, Jun 2016, Dublin, Ireland. pp.49-54. Project Page
	Beibei Wang, Jean-Dominique Gascuel, Nicolas Holzschuch Point-Based Light Transport for Participating Media with Refractive Boundaries Eurographics Symposium on Rendering 2016 - Experimental Ideas & Implementations, Jun 2016, Dublin, Ireland. Project Page
2015
	Huw Bowles, Beibei Wang Sparkly but not too sparkly! Anti-aliasing a procedural sparkle effect Siggraph 2015 Advances in Real-time Rendering in Games, Aug 2015, Los Angeles, United States Project Page
	Beibei Wang, Xiangxu Meng, Tamy Boubekeur Non-diffuse effects for point-based global illumination Siggraph 2015, Aug 2015, Los Angeles United States. Project Page
	Beibei Wang, Xiangxu Meng, Tamy Boubekeur. Wavelet Point-Based Global Illumination. Computer Graphics Forum. vol.34.4(2015),pp.143-154(EGSR 2015) Project Page
2014
	Beibei Wang 基于点缓存的全局光照方法研究 Computer Science [cs]. Shandong University, 2014. Chinese Project Page
2013
	Beibei Wang, Jing Huang, Bert Buchholz, Xiangxu Meng and Tamy Boubekeur. Factorized Point-Based Global Illumination. Computer Graphics Forum, vol.32.4(2013), pp.117-123 (EGSR 2013) Project Page
2011
	Beibei Wang, Xiangxu Meng, Xu Yanning, Song Xijun Fast Point Based Global Illumination Computer-Aided Design and Computer Graphics, Sep 2011, Jinan, China. Project Page

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