{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,30]],"date-time":"2026-05-30T09:03:26Z","timestamp":1780131806085,"version":"3.54.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,7]],"date-time":"2026-06-07T00:00:00Z","timestamp":1780790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,8]]},"DOI":"10.1145\/3811427.3811469","type":"proceedings-article","created":{"date-parts":[[2026,5,30]],"date-time":"2026-05-30T08:29:11Z","timestamp":1780129751000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["When AI Lies with Charts: Misleading Infographics in Text-to-Image Generation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5821-8016","authenticated-orcid":false,"given":"Mandy","family":"Keck","sequence":"first","affiliation":[{"name":"Digital Media Lab, University of Applied Sciences Upper Austria, Hagenberg, Upper Austria, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1646-0514","authenticated-orcid":false,"given":"Andreas","family":"St\u00f6ckl","sequence":"additional","affiliation":[{"name":"Digital Media Lab, University of Applied Sciences Upper Austria, Hagenberg, Upper Austria, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,7]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Giedr\u0117 Beconyt\u0117 Andrius Bal\u010di\u016bnas Aurelija \u0160turait\u0117 and Rita Viliuvien\u0117. 2022. Where Maps Lie: Visualization of Perceptual Fallacy in Choropleth Maps at Different Levels of Aggregation. ISPRS International Journal of Geo-Information 11 1 (2022). 10.3390\/ijgi11010064","DOI":"10.3390\/ijgi11010064"},{"key":"e_1_3_3_2_3_2","volume-title":"How Charts Lie: Getting Smarter about Visual Information","author":"Cairo Alberto","year":"2019","unstructured":"Alberto Cairo. 2019. How Charts Lie: Getting Smarter about Visual Information. W.W. Norton & Company, New York."},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Ling Chen et\u00a0al. 2025. Comprehensive exploration of diffusion models in image generation: a survey. Artificial Intelligence Review (2025). 10.1007\/s10462-025-11110-3","DOI":"10.1007\/s10462-025-11110-3"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376222"},{"key":"e_1_3_3_2_6_2","series-title":"(NIPS \u201921)","volume-title":"Proceedings of the 35th International Conference on Neural Information Processing Systems","author":"Dhariwal Prafulla","year":"2021","unstructured":"Prafulla Dhariwal and Alex Nichol. 2021. Diffusion models beat GANs on image synthesis. In Proceedings of the 35th International Conference on Neural Information Processing Systems(NIPS \u201921). Curran Associates Inc., Red Hook, NY, USA, Article 672, 15\u00a0pages."},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-demo.11"},{"key":"e_1_3_3_2_8_2","unstructured":"Yucheng Han Chi Zhang Xin Chen Xu Yang Zhibin Wang Gang Yu Bin Fu and Hanwang Zhang. 2023. ChartLlama: A Multimodal LLM for Chart Understanding and Generation. arxiv:https:\/\/arXiv.org\/abs\/2311.16483\u00a0[cs.CV] https:\/\/arxiv.org\/abs\/2311.16483"},{"key":"e_1_3_3_2_9_2","series-title":"(NIPS \u201920)","volume-title":"Proceedings of the 34th International Conference on Neural Information Processing Systems","author":"Ho Jonathan","year":"2020","unstructured":"Jonathan Ho, Ajay Jain, and Pieter Abbeel. 2020. Denoising diffusion probabilistic models. In Proceedings of the 34th International Conference on Neural Information Processing Systems (Vancouver, BC, Canada) (NIPS \u201920). Curran Associates Inc., Red Hook, NY, USA, Article 574, 12\u00a0pages."},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"Jessica Hullman. 2020. Why Authors Don\u2019t Visualize Uncertainty. IEEE Transactions on Visualization and Computer Graphics 26 1 (2020) 130\u2013139. 10.1109\/TVCG.2019.2934287","DOI":"10.1109\/TVCG.2019.2934287"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i25.34827"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580910"},{"key":"e_1_3_3_2_13_2","unstructured":"Fangyu Liu Julian\u00a0Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier and Yasemin Altun. 2023. DePlot: One-shot visual language reasoning by plot-to-table translation. arxiv:https:\/\/arXiv.org\/abs\/2212.10505\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2212.10505"},{"key":"e_1_3_3_2_14_2","unstructured":"Fangyu Liu Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Yasemin Altun Nigel Collier and Julian\u00a0Martin Eisenschlos. 2023. MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. arxiv:https:\/\/arXiv.org\/abs\/2212.09662\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2212.09662"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","unstructured":"Leo Yu-Ho Lo Ayush Gupta Kento Shigyo Aoyu Wu Enrico Bertini and Huamin Qu. 2022. Misinformed by Visualization: What Do We Learn From Misinformative Visualizations? Computer Graphics Forum 41 3 (2022) 515\u2013525. arXiv:https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/cgf.1455910.1111\/cgf.14559","DOI":"10.1111\/cgf.14559"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/VIS60296.2025.00006"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702608"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"Jochen Schiewe. 2019. Empirical Studies on the Visual Perception of Spatial Patterns in Choropleth Maps. KN - Journal of Cartography and Geographic Information 69 (2019) 217\u2013228. 10.1007\/s42489-019-00026-y","DOI":"10.1007\/s42489-019-00026-y"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1109\/IV56949.2022.00031"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","unstructured":"Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang and Yingcai Wu. 2024. ChartGPT: Leveraging LLMs to Generate Charts From Abstract Natural Language. IEEE Transactions on Visualization and Computer Graphics (2024). 10.1109\/TVCG.2024.3368621","DOI":"10.1109\/TVCG.2024.3368621"},{"key":"e_1_3_3_2_21_2","volume-title":"The Visual Display of Quantitative Information (2nd ed.)","author":"Tufte Edward\u00a0R.","year":"2001","unstructured":"Edward\u00a0R. Tufte. 2001. The Visual Display of Quantitative Information (2nd ed.). Graphics Press, Cheshire, CT."}],"event":{"name":"AVI '26: International Conference on Advanced Visual Interfaces","location":"Venice Italy","acronym":"AVI '26"},"container-title":["Proceedings of the 2026 International Conference on Advanced Visual Interfaces"],"original-title":[],"deposited":{"date-parts":[[2026,5,30]],"date-time":"2026-05-30T08:29:45Z","timestamp":1780129785000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3811427.3811469"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,7]]},"references-count":20,"alternative-id":["10.1145\/3811427.3811469","10.1145\/3811427"],"URL":"https:\/\/doi.org\/10.1145\/3811427.3811469","relation":{},"subject":[],"published":{"date-parts":[[2026,6,7]]},"assertion":[{"value":"2026-06-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}