Generative AI for Visualization: State of the Art and Future Directions

Generative AI for Visualization: State of the Art and Future Directions

28 April 2024

Papers citing "Generative AI for Visualization: State of the Art and Future Directions"

14 / 14 papers shown

Title
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 73 2 0 06 Mar 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 74 6 0 07 Feb 2025
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 59 4 0 14 Oct 2024
Elementary School Students' and Teachers' Perceptions Towards Creative Mathematical Writing with Generative AI Yukyeong Song Jinhee Kim Wanli Xing Zifeng Liu Chenglu Li Hyunju Oh 20 3 0 26 Aug 2024
Are Large Language Models Good Statisticians? Yizhang Zhu Shiyin Du Boyan Li Yuyu Luo Nan Tang ELM 40 15 0 12 Jun 2024
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang Yingcai Wu 43 57 0 03 Nov 2023
Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model Shishi Xiao Suizi Huang Yue Lin Yilin Ye Weizhen Zeng 41 30 0 28 Apr 2023
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face Manipulation Chenliang Zhou Fangcheng Zhong Cengiz Öztireli CLIP 48 19 0 08 Oct 2022
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization Aishwarya Agrawal Ivana Kajić Emanuele Bugliarello Elnaz Davoodi Anita Gergely Phil Blunsom Aida Nematzadeh OOD 40 17 0 24 May 2022
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 256 525 0 04 Feb 2021
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics Linping Yuan Ziqi Zhou Jian Zhao Yiqiu Guo F. Du Huamin Qu 43 46 0 03 Feb 2021
VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications Jian Chen Meng-Ying Ling Rui Li Petra Isenberg Tobias Isenberg ... Torsten Moller R. Laramee Han-Wei Shen Katharina Wünsche Qiru Wang 61 48 0 22 Dec 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 59 34 0 24 Aug 2020
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 119 468 0 09 Jun 2018