Xi-Yang

Xi Yang (楊 溪)

News

2023.09.27 Our work “Learning multivariate empirical mode decomposition for spectral motion editing” will be presented at SIGGRAPH ASIA 2023 as a technical communication.

2023.03.14 Our work “SyncLabeling: A Synchronized Audio Segmentation Interface for Mobile Devices” will be presented at MobileHCI 2023.

2023.02.28 Our work “Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph” and “Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words” will be presented at CVPR 2023.

2023.01.04 Our work “Efficient Human-in-the-loop System for Guiding DNNs Attention” will be presented at IUI 2023.

2022.09.08 Received project support from the Young Scientists Fund of the National Natural Science Foundation of China.

CV pdf

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

_{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}

_{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}

_{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
arXiv preprint, 2023}

3D Deep Learning for Medicine

_{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}

_{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}

_{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)}

_{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

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

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

_{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}

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

_{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}

_{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

_{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}

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

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

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

_{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

_{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)}

_{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)}

_{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}

_{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}

Selected Publications (Google Scholar, dblp)

Preprint

• X. Yang, D. Xia, T. Kin, T. Igarashi, “Surface-based 3D Deep Learning Framework for Segmentation of Intracranial Aneurysms from TOF-MRA Images”, arXiv preprint, arXiv:2006.16161, 2020.

Journal

• C. Zhang, X. Lu, K. Hotta, X. Yang, “G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data”, Computational Visual Media, 10 pages, 2020.

• X.Yang, K. Konno, F. Chiba, S. Yokoyama, “Visualization of Flake Knapping Sequence with Analyzing Assembled Chipped Stone Tools”, The Journal of Art and Science, Vol.18, No.1, pp.40-50, 2019.

• X.Yang, K. Matsuyama, K. Konno: “A New Method of Refitting Mixture Lithic Materials by Geometric Matching of Flake Surfaces”, The Journal of Art and Science, Vol.15, No. 4, pp.167-176, 2016. NICOGRAPH 2016 優秀論文賞

• X. Yang, K. Matsuyama, K. Konno, Y. Tokuyama: “A Feature Preserving Simplification of Point Cloud by Using Clustering Approach Based on Mean Curvature”, The Journal of Art and Science, Vol.14, No.4, pp.117-128, 2015.

• Zhang Zhiyi*, Yang Xi: “Interactively Controlled Generation Method for Class A Bezier Curve”, Computer Applications and Software, Vol.31, No.2, Feb. 2014.

International Conference

• Koki Endo, Seung-Tak Noh, Kazutaka Nakashima, Xi Yang, Takeo Igarashi, “A Suggestive Interface for Designing Dance Formations”, In ACM SIGGRAPH 2021 Posters (pp. 1-2).

• 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), April 13-16, 2021.

• Yi He, Haoran Xie, Chao Zhang, Xi Yang, Kazunori Miyata, Sketch-based Normal Map Generation with Geometric Sampling, International Workshop on Advanced Image Technology 2021, 2021.01.

• I. Orito, X. Yang, K. Nakashima, T. Fukusato, T. Igarashi, “Distorted Perspective for the Forward Camera Dolly”, ACM SIGGRAPH ASIA 2020 Technical Communications, 2020.

• Chunzhi Gu, Zhengyu Huang, Sicheng Li, Haoran Xie, Xi Yang, Chao Zhang. Apparel Generation via Cluster-Indexed Global and Local Feature Representations. IEEE 9th Global Conference on Consumer Electronics (GCCE 2020), short paper, Kobe, 2020.10.

• X. Yang, D. Xia, T. Kin, T. Igarashi, “IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, June 16 - 18, 2020. Oral

• X. Yang, B. Wu, I. Sato, T. Igarashi, “Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping”, CVPR-19 Workshop on Explainable AI, Long Beach, CA, June 16th - 20th, 2019.

• Y. Wang, Xi Yang, T. Fukusato, T. Igarashi, “Computational Design and Fabrication of 3D Wire Bending Art”, ACM SIGGRAPH ASIA 2019 Poster, Brisbane, 11.17-20, 2019.

• T. Lin, X. Yang, K. Konno: “A Method of Searching Lithic Cores by Average Linkage Clustering”, NICOGRAPH International 2018, 2018.

• T. Batbold, X. Yang, K. Konno: “A Study of Finding Target Objects for Visualizing Stone Tool Assembly”, NICOGRAPH International 2018, 2018.

• T. Lin, X. Yang, K. Matsuyama, K. Konno: “An Edge Optimization Method Based on Segmented Surfaces of Stone Flakes”, International Workshop on Advanced Image Technology 2018 (IWAIT 2018), 2018.

• X. Yang, K. Matsuyama, K. Konno: “Pairwise Matching of Stone Tools Based on Flake-Surface Contour Points and Normals”, Eurographics Workshop on Graphics and cultural Heritage (GCH), The Eurographics Association, 2017.

• X. Yang, K. Matsuyama, K. Konno: “Interactive Visualization of Assembly Instruction for Stone Tools Restoration”, The 10th IEEE Pacific Visualization Symposium (PacificVis 2017), pp.270-274, 2017.

Domestic Conference

• 折登 樹, 楊 溪, 中島一崇, 福里 司, 五十嵐健夫: “奥行方向への移動に対する非写実的なパースのインタラクティブな設計手法”, 第28回 Visual Computing (VC2020), 27, オンライン, 2020.12.2-4. 優秀研究発表賞

• X. Yang, K. Matsuyama, K. Konno, F. Chiba, S. Yokoyama: “Analysis and Visualization Instruction by Flake Knapping Sequence for Chipped Stone Tools”, NICOGRAPH 2017, pp.1-8, 2017.

• X. Yang, K. Matsuyama, K. Konno, Y. Tokuyama: “A Feature Preserving Simplification of Point Cloud by Using Clustering Approach Based on Mean Curvature”, NICOGRAPH 2014, pp.9-16, 11 月 2-4 日, 2014．優秀論文賞

• 楊渓，松山克胤，今野晃市：“曲率に基づくグループ化による計測点群の軽量化”, 平成 25 年度第４回 芸術科学会東北支部研究会，3 月 29 日，2014．

Talks

• “石器拼合的复原和可视化”，中国考古学会旧石器专业委员会系列报告之九，2023.

Awards

• 平成28年度, 岩手大学学長賞
• NICOGRAPH 2016, 優秀論文賞
• 平成26年度, 岩手大学学長賞
• NICOGRAPH 2014, 優秀論文賞
• 豊嶋宏太，森本由宇，佐々木尭，楊渓：“Digital Planisphere”，アート＆テクノロジー東北２０１４，審査員特別賞，6月28日，2014.
• FREESPACE team: “ActivityAnalyse”，一等奖，西北农林科技大学第六届软件设计大赛，2011.

Service

Program Committee

• International Symposium on Intelligence Design 2021 2022 2023

Review

• AAAI 2023, 2024
• NeurIPS Datasets and Benchmarks 2021, 2022 (Outstanding Reviewers), 2023
• IEEE Transactions on Medical Imaging
• Neurocomputing
• CYBERWORLDS 2021
• International Journal of Human-Computer Studies
• IEEE VIS 2019
• GeoInformatica