Xingchang Huang

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About

I am currently a Ph.D. student at Max Planck Institute for Informatics, advised by Gurprit Singh and Hans-Peter Seidel. Previously, I did my master at ETH Zurich, where I have worked with Byungsoo Kim, Guillaume Cordonnier and Barbara Solenthaler. I did my bachelor at Sun Yat-sen University, advised by Yanghui Rao and Ming Li.

My research focus on machine learning and sample correlation for efficient graphics content synthesis and editing, including point pattern (sig23, egsr22), image (sig24), 3D content (eg22).

News


Publications

Blue noise for diffusion models

Xingchang Huang, Corentin Salaün, Cristina Vasconcelos, Christian Theobalt, Cengiz Öztireli, Gurprit Singh

SIGGRAPH (Conference Proceedings), 2024

[Project webpage]

Patternshop: Editing Point Patterns by Image Manipulation

Xingchang Huang, Tobias Ritschel, Hans-Peter Seidel, Pooran Memari, Gurprit Singh

SIGGRAPH (ACM Transactions on Graphics), 2023

[Project webpage]

Point-Pattern Synthesis using Gabor and Random Filters

Xingchang Huang, Pooran Memari, Hans-Peter Seidel, Gurprit Singh

Eurographics Symposium on Rendering (Computer Graphics Forum), 2022

[Project webpage]

Deep Reconstruction of 3D Smoke Densities from Artist Sketches

Byungsoo Kim, Xingchang Huang, Laura Wuelfroth, Jingwei Tang, Guillaume Cordonnier, Markus Gross, Barbara Solenthaler

Eurographics (Computer Graphics Forum), 2022

[Project webpage]

Sketch-Based 4D Prototyping for Smoke Simulations

Master Thesis at ETH Zurich, 2020

[Paper]

Continual learning of a mixed sequence of similar and dissimilar tasks

Zixuan Ke, Bing Liu, Xingchang Huang

Advances in Neural Information Processing Systems (NeurIPS), 2020

[Paper] [Supplemental] [Code]

Facial Expression Recognition with Identity and Emotion Joint Learning

Ming Li, Hao Xu, Xingchang Huang, Zhanmei Song, Xiaolin Liu, Xin Li

IEEE Transactions on Affective Computing (TAC), 2018

[Paper] [Code]

Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost

Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang

AAAI Conference on Artificial Intelligence (AAAI poster), 2017

 

Projects

Extension of Nori2 ray tracer (at ETH)

[Course webpage] [Report]



Real-Time High Quality Rendering (online by Prof. Lingqi Yan)

[Course webpage] [Demos: pcss, ssdgi, rtrt, bluenoise, SH]