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.
2024.03.02 Our Late-Breaking Work, "CanvasPic: An Interactive Tool for Freely Generating Facial Images Based on Spatial Layout" will be presented at CHI 2024.
2024.01.06 Our work "PDFChatAnnotator: A Human-LLM Collaborative Multi-Modal Data Annotation Tool for PDF-Format Catalogs" and "SpaceEditing: A Latent Space Editing Interface for Integrating Human Knowledge into Deep Neural Networks" will be presented at IUI 2024.
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.
Associate Professor
Interdisciplinary Intelligent Graphics Group (IIGG)
School of Artificial Intelligence, Jilin University.
Email: earthyangxi(AT)gmail.com
Project Assistant Professor (2018.4 - 2021.3)
IGARASHI Laboratory, The University of Tokyo.
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
Computer Graphics
Deep Learning
Human-Computer Interaction
* 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
IUI, 2024
3D Deep Learning for Medicine
Ding Xia, Xi Yang, Oliver van Kaick, Taichi Kin, and Takeo IgarashiData-driven Multi-Modal Partial Medical Image Preregistration by Template Space Patch Mapping
MICCAI, 2022
Xi Yang, Ding Xia, Taichi Kin, and Takeo IgarashiA 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 IgarashiBrain 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 IgarashiIntrA: 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 IgarashiSyncLabeling: A Synchronized Audio Segmentation Interface for Mobile Devices
MobileHCI 2023
Yi He, Xi Yang* , Chia-Ming Chang, Haoran Xie, Takeo IgarashiEfficient Human-in-the-loop System for Guiding DNNs Attention
IUI 2023
Jiafu Wei, Haoran Xie, Chia-Ming Chang, Xi YangFine-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 IgarashiDualLabel: Secondary Labels for Challenging Image Annotation
Graphics Interface (GI) 2022
Chia-Ming Chang, Xi Yang, and Takeo IgarashiAn 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 IgarashiDirecting 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 IgarashiPPW curves: a C2 interpolating spline with hyperbolic blending of rational Bezier curves
IEICE Transactions on Information and Systems
Yifan Jin, Yi Zhang, Xi YangLearning English to Chinese Character: Calligraphic Art Production based on Transformer
SIGGRAPH Asia 2021 Posters
Koki Endo, Seung-Tak Noh, Kazutaka Nakashima, Xi Yang, Takeo IgarashiA Suggestive Interface for Designing Dance Formations
ACM SIGGRAPH 2021 Posters
Itsuki Orito, Xi Yang, Kazutaka Nakashima, Tsukasa Fukusato, Takeo IgarashiDistorted Perspective for the Forward Camera Dolly
ACM SIGGRAPH ASIA 2020 Technical Communications
Yinan Wang, Xi Yang, Tsukasa Fukusato, Takeo IgarashiComputational 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 YokoyamaVisualization 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 KonnoPairwise 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 KonnoA 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 TokuyamaA 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
Full Publications (Google Scholar, dblp)
- “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.
- 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.
- CVPR, AAAI, IJCAI
- NeurIPS Datasets and Benchmarks 2021-, 2022 (Outstanding Reviewers)
- IEEE Transactions on Medical Imaging
- Neurocomputing
- CYBERWORLDS 2021
- International Journal of Human-Computer Studies
- IEEE VIS 2019
- GeoInformatica
