邓达臻　博士

平台百人计划研究员 | 博导

 [email protected]

 宁波市江南路1689号E505 

个人简介

邓达臻博士是浙江大学软件学院平台“百人计划”研究员。2018年于浙江大学获得数学与应用数学学士学位；2023年于浙江大学获得计算机科学与技术博士学位。邓达臻博士主要从事AI+Vis的相关研究，研究围绕AI驱动的可视化生成、AI安全可视分析以及可视化在体育、城市、医疗、金融等领域中的应用。他在IEEE VIS、IEEE TVCG、ACM KDD、ACM CHI等CCF-A类可视化、人工智能和人机交互会议/期刊上发表相关论文10余篇，曾获IEEE VIS 2022最佳论文提名奖，担任IEEE VIS、ACM CHI等权威会议审稿人。其研究成果应用落地至了中国乒乓球大数据分析平台，助力国家队备战国际重大赛事，获得良好的社会效益。

科研与成果  

部分论文列表

- Dazhen Deng, Weiwei Cui, Xiyu Meng, Mengye Xu, Yu Liao, Haidong Zhang, Yingcai Wu. Revisiting the Design Patterns of Composite Visualizations, IEEE Transactions on Visualization and Computer Graphics, Oct. 2022.

- Dazhen Deng, Aoyu Wu, Huamin Qu, and Yingcai Wu. DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning, IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 1, pp. 690-700, Jan. 2023

- Dazhen Deng, Yihong Wu, Xinhuan Shu, Jiang Wu, Siwei Fu, Weiwei Cui, and Yingcai Wu. VisImages: A Fine-Grained Expert-Annotated Visualization Dataset, IEEE Transactions on Visualization and Computer Graphics, Feb. 2022.

- Dazhen Deng, Jiang Wu, Jiachen Wang, Yihong Wu, Xiao Xie, Zheng Zhou, Hui Zhang, Xiaolong Zhang, and Yingcai Wu*. EventAnchor: Reducing Human Interactions in Event Annotation of Racket Sports Videos, In Proceedings of the CHI Conference on Human Factors in Computing Systems, pp. 1-13. 2021.

- Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, and Huamin Qu. In Defence of Visual Analytics Systems: Replies to Critics, IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 1, pp. 1026-1036, Jan. 2023

- Jiachen Wang, Dazhen Deng, Xiao Xie, Xinhuan Shu, Yu-Xuan Huang, Le-Wen Cai, Hui Zhang, Min-Ling Zhang, Zhi-Hua Zhou, and Yingcai Wu. Tac-Valuer: Knowledge-based Stroke Evaluation in Table Tennis, In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021, 3688–3696.

- Yihong Wu, Dazhen Deng, Xiao Xie*, Moqi He, Jie Xu, Hongzeng Zhang, Hui Zhang, and Yingcai Wu. OBTracker: Visual Analytics of Off-ball Movements in Basketball, IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 1, pp. 929-939, Jan. 2023

- Lu Ying, Xinhuan Shu, Dazhen Deng, Yuchen Yang, Tan Tang, Lingyun Yu, and Yingcai Wu. MetaGlyph: Automatic Generation of Metaphoric Glyph-based Visualization, IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 1, pp. 331-341, Jan. 2023