Zhuoyue WAN

Zhuoyue WAN

Ph.D. student in PolyU

Publications

DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization

Authors: Zhuoyue Wan, Yuanfeng Song, Shuaimin Li, Chen Jason Zhang, Raymond Chi-Wing Wong
Conference: Accepted at 2025 International Conference on Data Engineering (ICDE 2025, CCF-A)

An illustration depicting the text-to-vis, vis-to-text, table-to-text, and free-form question-answering over data visualization problems, showcasing examples including a NL question, a DV query, a DVL visualization specification, a table description, a visualization chart, and four question-answer pairs.

Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models

Authors: Shuaimin Li, Yuanfeng Song, Xuanang Chen, Anni Peng, Zhuoyue Wan, Chen Jason Zhang, Raymond Chi-Wing Wong
Published on: arXiv preprint, 2024

TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

Authors: Yan Luo, Zhuoyue Wan, Nemin Wu, Yuzhong Chen, Gengchen Mai, Fu-lai Chung, Kent Larson
Published on: arXiv preprint, 2024

Medical Image Debiasing by Learning Adaptive Agreement from a Biased Council

Authors: Luyang Luo, Xin Huang, Minghao Wang, Zhuoyue Wan, Hao Chen
Published on: arXiv preprint, 2024