Xi-Yang

Xi Yang (楊 溪)

News

2025.11.09 Our Work “Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details” will be presented at AAAI 2026.

2025.08.10 Our Work “JoruriPuppet: Learning Tempo-Changing Mechanisms Beyond the Beat for Music-to-Motion Generation with Expressive Metrics” will be presented at SIGGRAPH ASIA 2025.

2025.06.25 Our Work “Clustering-based feature representation learning for Oracle Bone Inscriptions detection” is accepted by Heritage Science.

2025.02.27 Our Work “LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model” will be presented at CVPR 2025.

2024.12.05 Delighted to be invited to serve as the Tech Comms Session Chair at SIGGRAPH Asia 2024.

2024.09.28 Our work “Pottery Evolution Pattern Discovery based on Deep Learning: Case Study of Miaozigou Culture in China” will be published in Heritage Science.

2024.09.26 Our work “Gamification of Virtual Museum Curation: A Case Study of Chinese Bronze Wares” will be published in Heritage Science.

2024.09.24 Our work “DiffOBI: Diffusion-based Image Generation of Oracle Bone Inscription Style Characters” will be presented at SIGGRAPH ASIA 2024 as a technical communication.

2024.07.02 Our Work “PairingNet: A Learning-based Pair-searching and-matching Network for Image Fragments” will be presented at ECCV 2024.

2024.04.12 Our Work “Speed Labeling: Non-stop Scrolling for Fast Image Labeling” will be presented at GI 2024, and “Dynamic Labeling: A Control System for Labeling Styles in Image Annotation Tasks” will be presented at HCI International 2024. Labeling+ Project

2024.04.03 Our work “Detecting Oracle Bone Inscriptions Via Pseudo Category Labels” has been published in Heritage Science.

CV pdf

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Associate Professor
Interdisciplinary Intelligent Graphics Group (IIGG)
School of Artificial Intelligence, Jilin University.

Email: earthyangxi(AT)gmail.com

Work Experience

Project Assistant Professor (2018.4 - 2021.3)
IGARASHI Laboratory, The University of Tokyo.

Education

KONNO Laboratory
Ph.D. in Faculty of Engineering from Iwate University, Japan in 2018
ME degree in Faculty of Engineering from Iwate University, Japan in 2015
Zhiyi Zhang
BE degree in College of Information Engineering from Northwest A&F University, China in 2012

Research Interests

Computer Graphics
Deep Learning
Human-Computer Interaction

Research Topics

* Corresponding author

Visual Intelligence & Archeology

image Rixin Zhou, Wei Jiafu, Qian Zhang, Qi Ruihua, Xi Yang*, Chuntao Li*
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph
CVPR, 2023


image Chuan Tang, Xi Yang* , Bojian Wu, Zhizhong Han, Yi Chang*
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words
CVPR, 2023


image Jiafu Wei, Ding Xia, Haoran Xie, Chia-Ming Chang, Chuntao Li, Xi Yang*
SpaceEditing: Integrating Human Knowledge into Deep Neural Networks via Interactive Latent Space Editing
IUI, 2024


3D Deep Learning for Medicine

image Ding Xia, Xi Yang, Oliver van Kaick, Taichi Kin, and Takeo Igarashi
Data-driven Multi-Modal Partial Medical Image Preregistration by Template Space Patch Mapping
MICCAI, 2022


image Xi Yang, Ding Xia, Taichi Kin, and Takeo Igarashi
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms
Computational Visual Media (CVMJ), 2022


image Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
2021 IEEE International Symposium on Biomedical Imaging (ISBI) (ISBI 2021)


image Xi Yang, Ding Xia, Taichi Kin, and Takeo Igarashi
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020) Oral


HCI for ML

image Yi Tang, Chia-Ming Chang, Xi Yang, Takeo Igarashi
SyncLabeling: A Synchronized Audio Segmentation Interface for Mobile Devices
MobileHCI 2023


image Yi He, Xi Yang* , Chia-Ming Chang, Haoran Xie, Takeo Igarashi
Efficient Human-in-the-loop System for Guiding DNNs Attention
IUI 2023


image Jiafu Wei, Haoran Xie, Chia-Ming Chang, Xi Yang
Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images
IJCAI 2022 Demos


image Chia-Ming Chang, Yi He, Xi Yang, Haoran Xie, and Takeo Igarashi
DualLabel: Secondary Labels for Challenging Image Annotation
Graphics Interface (GI) 2022


image Chia-Ming Chang, Xi Yang, and Takeo Igarashi
An Empirical Study on the Effect of Quick and Careful Labeling Styles in Image Annotation
Graphics Interface (GI) 2022


image Xi Yang, Bojian Wu, Issei Sato, and Takeo Igarashi
Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping
In CVPR Workshops (2019)



Computational Arts

image Seung-Tak Noh, Hiroki Harada, Xi Yang, Tsukasa Fukusato, and Takeo Igarashi
PPW curves: a C2 interpolating spline with hyperbolic blending of rational Bezier curves
IEICE Transactions on Information and Systems


image Yifan Jin, Yi Zhang, Xi Yang
Learning English to Chinese Character: Calligraphic Art Production based on Transformer
SIGGRAPH Asia 2021 Posters


image Koki Endo, Seung-Tak Noh, Kazutaka Nakashima, Xi Yang, Takeo Igarashi
A Suggestive Interface for Designing Dance Formations
ACM SIGGRAPH 2021 Posters


image Itsuki Orito, Xi Yang, Kazutaka Nakashima, Tsukasa Fukusato, Takeo Igarashi
Distorted Perspective for the Forward Camera Dolly
ACM SIGGRAPH ASIA 2020 Technical Communications


image Yinan Wang, Xi Yang, Tsukasa Fukusato, Takeo Igarashi
Computational Design and Fabrication of 3D Wire Bending Art
ACM SIGGRAPH ASIA 2019 Posters




Geometry Processing for Lithic Materials

image Xi Yang, Kouichi Konno, Fumito Chiba, Shin Yokoyama
Visualization of Flake Knapping Sequence with Analyzing Assembled Chipped Stone Tools
The Journal of Art and Science (2019)
Xi Yang, Katsutsugu Matsuyama, Kouichi Konno
Interactive Visualization of Assembly Instruction for Stone Tools Restoration
The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)


image Xi Yang, Katsutsugu Matsuyama, Kouichi Konno
Pairwise Matching of Stone Tools Based on Flake-Surface Contour Points and Normals
Eurographics Workshop on Graphics and cultural Heritage (GCH 2017)


image Xi Yang, Katsutsugu Matsuyama, Kouichi Konno
A New Method of Refitting Mixture Lithic Materials by Geometric Matching of Flake Surfaces
The Journal of Art and Science (2016) NICOGRAPH 2016 優秀論文賞


image Xi Yang, Katsutsugu Matsuyama, Kouichi Konno, Yoshimasa Tokuyama
A Feature Preserving Simplification of Point Cloud by Using Clustering Approach Based on Mean Curvature
The Journal of Art and Science (2015) NICOGRAPH 2014 優秀論文賞



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