CosmoVAE: Variational Autoencoder for CMB Image Inpainting
Yi K, Guo Y, Fan Y, et al. Cosmo vae: Variational autoencoder for cmb image inpainting[C]//2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 2020: 1-7.
CV
Education
- B.S. in Mathematics and Finance, University of Toronto, 2017
- M.S. in Financial mathematics, University of New South Wales, 2019
- Ph.D in Data Visualization, Tongji University, 2024 (expected)
Work experience
- Summer 2017: Intern Industry Analysist
- Shenwan Hongyuan Securities Research
- Mentor: Jing Liu
- Fall 2019: Intern Algorithm Engineer
- GDS Services Ltd.
- Mentor: Yu Chen
- Summer 2020: Intern Quant Researcher
- Zheshang Fund Management Co., Ltd
- Mentor: Dr. Wei Xiang
Publications
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition
Guo Y, Shi D, Guo M, et al. Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition[J]. arXiv e-prints, 2021: arXiv: 2107.14420.
Survey on visual analysis of event sequence data
Guo Y, Guo S, Jin Z, et al. Survey on visual analysis of event sequence data[J]. IEEE Transactions on Visualization and Computer Graphics, 2021, 28(12): 5091-5112.
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition
Guo Y, Cao N, Cai L, et al. Datamator: An Authoring Tool for Creating Datamations via Data Query Decomposition[J]. Applied Sciences, 2023, 13(17): 9709.
Chart2Vec: A Universal Embedding of Context-Aware Visualizations
Chen Q, Chen Y, Shuai W, et al. Chart2Vec: A Universal Embedding of Context-Aware Visualizations[J]. arXiv preprint arXiv:2306.08304, 2023.
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration
Guo Y, Cao N, Qi X, et al. Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration[J]. arXiv preprint arXiv:2306.07760, 2023.
Talks
Visual Analytics Sytem
Talk at Tongji University iDVX × HKUST Doctoral Forum, Shanghai, CHN
Survey on visual analysis of event sequence data
Conference proceedings talk at VIS2022, Oklahoma City, USA
Enhancing Natural Language-Based Data Exploration with Analysis Pipeline Illustration
Poster at VIS2023, Melbourne, Australia
Service and leadership
- Reviewer of VIS2022, VIS2023, ChinaVIS 2023