InsigHTable: Insight-driven Hierarchical Table Visualization with
Reinforcement Learning

InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning

27 May 2024

Chi Harold Liu

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Papers citing "InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning"

15 / 15 papers shown

Title
Redeeming Intrinsic Rewards via Constrained Optimization Eric Chen Zhang-Wei Hong Joni Pajarinen Pulkit Agrawal OnRL 88 27 0 14 Nov 2022
HiTailor: Interactive Transformation and Visualization for Hierarchical Tabular Data Guozheng Li Runfei Li Zicheng Wang Chi Harold Liu Min Lu Guoren Wang LMTD AI4TS 61 13 0 11 Aug 2022
DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning Dazhen Deng Aoyu Wu Huamin Qu Yingcai Wu 95 37 0 02 Aug 2022
VizLinter: A Linter and Fixer Framework for Data Visualization Qing Chen F. Sun Xinyue Xu Zui Chen Jiazhe Wang Nan Cao 80 48 0 23 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 114 100 0 15 Aug 2021
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data Lun Du Fei Gao Xu Chen Ran Jia Junshan Wang Jiang Zhang Shi Han Dongmei Zhang LMTD 73 79 0 06 Jun 2021
TUTA: Tree-based Transformers for Generally Structured Table Pre-training Zhiruo Wang Haoyu Dong Ran Jia Jia Li Zhiyi Fu Shi Han Dongmei Zhang LMTD 89 147 0 21 Oct 2020
Calliope: Automatic Visual Data Story Generation from a Spreadsheet Danqing Shi Xinyue Xu F. Sun Yang Shi Nan Cao 80 141 0 20 Oct 2020
PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning Tan Tang Renzhong Li Xinke Wu Shuhan Liu Johannes Knittel Steffen Koch Thomas Ertl Lingyun Yu Peiran Ren Yingcai Wu 87 54 0 01 Sep 2020
Table2Charts: Recommending Charts by Learning Shared Table Representations Mengyu Zhou Qingtao Li Xinyi He Yuejiang Li Yibo Liu Wei Ji Shi Han Yining Chen Daxin Jiang Dongmei Zhang LMTD 109 34 0 24 Aug 2020
VizML: A Machine Learning Approach to Visualization Recommendation K. Hu Michiel A. Bakker Stephen Li Tim Kraska César A. Hidalgo VLM HAI 79 214 0 14 Aug 2018
DataSite: Proactive Visual Data Exploration with Computation of Insight-based Recommendations Zhe Cui Sriram Karthik Badam Adil Yalçin Niklas Elmqvist 64 95 0 23 Feb 2018
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 160 1,494 0 29 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 689 29,220 0 09 Sep 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 143 3,066 0 09 Jun 2015