Prof. ZHANG Xiaoyu (張曉雨)
Research Output
- 2024
Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer
Zhang, X., Piazentin Ono, J., He, W., Gou, L., Sachan, M., Ma, K.-L. & Ren, L., 2024, Proceedings of 2024 29th Annual Conference on Intelligent User Interfaces (IUI 2024). Association for Computing Machinery, p. 274-287 (ACM International Conference Proceeding Series).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2023
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries
Zhang, X., Li, J. K., Chi, P.-W., Chandrasegaran, S. & Ma, K.-L., Apr 2023, CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 204. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation
Zhang, X., Ono, J. P., Song, H., Gou, L., Ma, K.-L. & Ren, L., Jan 2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 1, p. 842-852Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations
Zhang, X., Xuan, X., Dima, A., Sexton, T. & Ma, K.-L., 2023, Proceedings - 2023 IEEE 16th Pacific Visualization Symposium: PacificVis 2023. Institute of Electrical and Electronics Engineers, Inc., p. 167-176 (IEEE Pacific Visualization Symposium).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6ZoombaTogether: A Video Conference Add-on for Generating Interactive Visual Feedback for Online Group Exercise Through On-The-Fly Pose Tracking
Zhu, Q., Zhang, X., Dai, S., Satake, N. & Wang, H.-C., 2023, DIS 2023: Proceedings of the 2023 ACM Designing Interactive Systems Conference. Association for Computing Machinery, p. 261-265Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2- 2022
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks
Xuan, X., Zhang, X., Kwon, O.-H. & Ma, K.-L., Jun 2022, In: IEEE Transactions on Visualization and Computer Graphics. 28, 6, p. 2326-2337Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17- 2021
Conceptscope: Organizing and visualizing knowledge in documents based on domain ontology
Zhang, X., Chandrasegaran, S. & Ma, K.-L., May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13A Visual Analytics Approach for the Diagnosis of Heterogeneous and Multidimensional Machine Maintenance Data
Zhang, X., Fujiwara, T., Chandrasegaran, S., Brundage, M. P., Sexton, T., Dima, A. & Ma, K.-L., 2021, Proceedings - 2021 IEEE 14th Pacific Visualization Symposium, PacificVis 2021. Los Alamitos, Calif.: IEEE Computer Society, p. 196-205 9438721. (IEEE Pacific Visualization Symposium; vol. 2021-April).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 9- 2020
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Cui, W., Zhang, X., Wang, Y., Huang, H., Chen, B., Fang, L. & Zhang, H. & 2 others, , Jan 2020, In: IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 906-916Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 97- 2017
Define interior structure for better liver segmentation based on CT images
Zhang, X., Zheng, Y. & Zheng, B., 2017, Computer Vision - 2nd CCF Chinese Conference, CCCV 2017, Proceedings. Bai, X., Hu, Q., Wang, L., Liu, Q., Yang, J., Cheng, M.-M. & Meng, D. (eds.). Springer-Verlag, p. 77-88 12 p. (Communications in Computer and Information Science; vol. 771).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review