Conference stringclasses 6
values | Year int64 1.99k 2.03k | Title stringlengths 8 187 | DOI stringlengths 16 32 | Abstract stringlengths 128 7.15k ⌀ | Accessible bool 2
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CHI | 2,025 | RemapVR: An Immersive Authoring Tool for Rapid Prototyping of Remapped Interaction in VR | 10.1145/3706598.3714201 | Remapping techniques in VR such as repositioning, redirection, and resizing have been extensively studied. Still, interaction designers rarely have the opportunity to use them due to high technical and knowledge barriers. In the paper, we extract common features of 24 existing remapping techniques and develop a high-fi... | false | false | [
"Tianren Luo",
"Tong Wu",
"Chaoyong Jiang",
"Xinran Duan",
"Jiafu Lv",
"Nianlong Li",
"Yachun Fan",
"Teng Han",
"Feng Tian 0001"
] | [] | [] | [] |
CHI | 2,025 | RidgeBuilder: Interactive Authoring of Expressive Ridgeline Plots | 10.1145/3706598.3714209 | Ridgeline plots are frequently employed to visualize the evolution or distributions of multiple series with a pile of overlapping line, area, or bar charts, highlighting the peak patterns. While traditionally viewed as small multiple visualizations, their ridge-like patterns have increasingly attracted graphic designer... | false | false | [
"Shuhan Liu",
"Yangtian Liu",
"Junxin Li",
"Yanwei Huang",
"Yue Shangguan",
"Zikun Deng",
"Di Weng",
"Yingcai Wu"
] | [] | [] | [] |
CHI | 2,025 | Scaffolding Empathy: Training Counselors with Simulated Patients and Utterance-level Performance Visualizations | 10.1145/3706598.3714014 | Learning therapeutic counseling involves significant role-play experience with mock patients, with current manual training methods providing only intermittent granular feedback. We seek to accelerate and optimize counselor training by providing frequent, detailed feedback to trainees as they interact with a simulated p... | false | false | [
"Ian Steenstra",
"Farnaz Nouraei",
"Timothy W. Bickmore"
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"url": "http://arxiv.org/pdf/2502.18673v1",
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CHI | 2,025 | Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization | 10.1145/3706598.3713955 | Judging the similarity of visualizations is crucial to various applications, such as visualization-based search and visualization recommendation systems. Recent studies show deep-feature-based similarity metrics correlate well with perceptual judgments of image similarity and serve as effective loss functions for tasks... | false | false | [
"Sheng Long",
"Angelos Chatzimparmpas",
"Emma Alexander",
"Matthew Kay 0001",
"Jessica Hullman"
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"P"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2503.00228v1",
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CHI | 2,025 | Seeing Through the Overlap: The Impact of Color and Opacity on Depth Order Perception in Visualization | 10.1145/3706598.3714070 | Semi-transparent visualizations are commonly used to reveal information in overlapped regions by applying colors and opacity. While a few studies made recommendations on how to choose colors and opacity levels to maintain depth perception, they often conflict and overlook the interaction effect between these factors. I... | false | false | [
"Zhiyuan Meng",
"Yunpeng Yang",
"Qiong Zeng",
"Kecheng Lu",
"Lin Lu 0001",
"Changhe Tu",
"Fumeng Yang",
"Yunhai Wang"
] | [] | [] | [] |
CHI | 2,025 | SeeThroughBody: Mitigating Occlusion through Body Transparency to Enhance Foot-Floor Touch Interaction | 10.1145/3706598.3713659 | Occlusion, often caused by the user's body or fingers, can significantly reduce the efficiency and usability of touch interfaces. As foot-based interactions in HMDs become more prevalent, self-occlusion becomes a more pronounced issue due to the involvement of the body and legs. This work presents SeeThroughBody, a bod... | false | false | [
"Meng Ting Shih",
"Chun-Jui Chou",
"Tzu-Wei Mi",
"Liwei Chan 0001"
] | [] | [] | [] |
CHI | 2,025 | Sequential Visual Cues from Gaze Patterns: Reasoning Assistance for Bar Charts | 10.1145/3706598.3713352 | Even for well-studied visual reasoning tasks such as those performed on bar charts, little is known about the cognitive strategies users adopt to solve them. Guidance systems that support users in learning visual reasoning require information on successful strategies to help unsuccessful users improve or change their s... | false | false | [
"Antonia Schlieder",
"Jan Rummel",
"Peter Albers",
"Filip Sadlo"
] | [] | [] | [] |
CHI | 2,025 | SocialEyes: Scaling Mobile Eye-tracking to Multi-person Social Settings | 10.1145/3706598.3713910 | Eye movements provide a window into human behaviour, attention, and interaction dynamics. Challenges in real-world, multi-person environments have, however, restrained eye-tracking research predominantly to single-person, in-lab settings. We developed a system to stream, record, and analyse synchronised data from multi... | false | false | [
"Shreshth Saxena",
"Areez Visram",
"Neil Lobo",
"Zahid Mirza",
"Mehak Rafi Khan",
"Biranugan Pirabaharan",
"Alexander Nguyen",
"Lauren K. Fink"
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"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2407.06345v4",
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CHI | 2,025 | SpatIO: Spatial Physical Computing Toolkit Based on Extended Reality | 10.1145/3706598.3713747 | Proper placement of sensors and actuators is one of the key factors when designing spatial and proxemic interactions. However, current physical computing tools do not effectively support placing components in three-dimensional space, often forcing designers to build and test prototypes without precise spatial configura... | false | false | [
"Seung Hyeon Han",
"Yeeun Han",
"Kyeongho Park",
"Sangjun Lee",
"Woohun Lee"
] | [] | [] | [] |
CHI | 2,025 | SPECTRA: Personalizable Sound Recognition for Deaf and Hard of Hearing Users through Interactive Machine Learning | 10.1145/3706598.3713294 | We introduce SPECTRA, a novel pipeline for personalizable sound recognition designed to understand DHH users' needs when collecting audio data, creating a training dataset, and reasoning about the quality of a model. To evaluate the prototype, we recruited 12 DHH participants who trained personalized models for their h... | false | false | [
"Steven M. Goodman",
"Emma J. McDonnell",
"Jon E. Froehlich",
"Leah Findlater"
] | [] | [] | [] |
CHI | 2,025 | SpeechCompass: Enhancing Mobile Captioning with Diarization and Directional Guidance via Multi-Microphone Localization | 10.1145/3706598.3713631 | Speech-to-text capabilities on mobile devices have proven helpful for hearing and speech accessibility, language translation, note-taking, and meeting transcripts. However, our foundational large-scale survey (n=263) shows that the inability to distinguish and indicate speaker direction makes them challenging in group ... | false | false | [
"Artem Dementyev",
"Dimitri Kanevsky",
"Samuel J. Yang",
"Mathieu Parvaix",
"Chiong Lai",
"Alex Olwal"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2502.08848v2",
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CHI | 2,025 | StructVizor: Interactive Profiling of Semi-Structured Textual Data | 10.1145/3706598.3713484 | Data profiling plays a critical role in understanding the structure of complex datasets and supporting numerous downstream tasks, such as social media analytics and financial fraud detection. While existing research predominantly focuses on structured data formats, a substantial portion of semi-structured textual data ... | false | false | [
"Yanwei Huang",
"Yan Miao",
"Di Weng",
"Adam Perer",
"Yingcai Wu"
] | [] | [
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2503.06500v1",
"icon": "paper"
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CHI | 2,025 | TableCanoniser: Interactive Grammar-Powered Transformation of Messy, Non-Relational Tables to Canonical Tables | 10.1145/3706598.3714321 | TableCanoniser is a declarative grammar and interactive system for constructing relational tables from messy tabular inputs such as spreadsheets. We propose the concept of axis alignment to categorise input types and characterise the expanded scope of our system relative to existing tools. The declarative grammar consi... | false | false | [
"Kai Xiong",
"Cynthia A. Huang",
"Michael Wybrow",
"Yingcai Wu"
] | [] | [] | [] |
CHI | 2,025 | TangibleNet: Synchronous Network Data Storytelling through Tangible Interactions in Augmented Reality | 10.1145/3706598.3714265 | Synchronous data-driven storytelling with network visualizations presents significant challenges due to the complexity of real-time manipulation of network components. While existing research addresses asynchronous scenarios, there is a lack of effective tools for live presentations. To address this gap, we developed T... | false | false | [
"Kentaro Takahira",
"Wong Kam-Kwai",
"Leni Yang",
"Xian Xu",
"Takanori Fujiwara",
"Huamin Qu"
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] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2504.04710v1",
"icon": "paper"
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CHI | 2,025 | The Anatomy of a Plea: How Uncertainty, Visualizations & Individual Differences Shape Plea Bargain Decisions | 10.1145/3706598.3713096 | Plea bargains are commonly used in the criminal justice system, where they can offer potential benefits to both the prosecution and the defendant. However, research has shown that defendants often engage in poor decision-making, such as accepting the plea even when the trial sentence is likely to be less severe. While ... | false | false | [
"Melanie Bancilhon",
"Alvitta Ottley",
"Andrew Jordan"
] | [] | [] | [] |
CHI | 2,025 | The Gulf of Interpretation: From Chart to Message and Back Again | 10.1145/3706598.3713413 | Charts are used to communicate data visually, but often, we do not know whether a chart's intended message aligns with the message readers perceive. In this mixed-methods study, we investigate how data journalists encode data and how members of a broad audience engage with, experience, and understand these visualizatio... | false | false | [
"Christian Knoll 0004",
"Torsten Möller",
"Kathleen Gregory",
"Laura Koesten"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2310.05752v2",
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CHI | 2,025 | The Interaction Geography Slicer: Designing Exploratory Spatial Data Visualization Tools for Teachers' Reflective Practice | 10.1145/3706598.3713499 | Researchers in HCI and teacher education have long recognized the potential of visualization to support teachers' reflective practice. Despite much progress however, teacher educators continue to highlight the need for more dynamic classroom data visualizations to better support teachers' reflective practice, particula... | false | false | [
"Ben Rydal Shapiro",
"Elizabeth C. Metts",
"Edwin Zhao"
] | [] | [] | [] |
CHI | 2,025 | The Many Tendrils of the Octopus Map | 10.1145/3706598.3713583 | Conspiratorial thinking can connect many distinct or distant ills to a central cause. This belief has visual form in the octopus map: a map where a central force (for instance a nation, an ideology, or an ethnicity) is depicted as a literal or figurative octopus, with extending tendrils. In this paper, we explore how o... | false | false | [
"Eduardo Puerta",
"Shani Claire Spivak",
"Michael Correll"
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"P"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2501.14903v1",
"icon": "paper"
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CHI | 2,025 | The Social Construction of Visualizations: Practitioner Challenges and Experiences of Visualizing Race and Gender | 10.1145/3706598.3713243 | Data visualizations are increasingly seen as socially constructed, with several recent studies positing that perceptions and interpretations of visualization artifacts are shaped through complex sets of interactions between members of a community. However, most of these works have focused on audiences and researchers, ... | false | false | [
"Priya Dhawka",
"Sayamindu Dasgupta"
] | [] | [] | [] |
CHI | 2,025 | Toward Filling a Critical Knowledge Gap: Charting the Interactions of Age with Task and Visualization | 10.1145/3706598.3714229 | We present the results of a study comparing the performance of younger adults (YA) and people in late adulthood (PLA) across ten low-level analysis tasks and five basic visualizations, employing Bayesian regression to aggregate and model participant performance. We analyzed performance at the task level and across comb... | false | false | [
"Zack While",
"Ali Sarvghad"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2503.02699v1",
"icon": "paper"
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CHI | 2,025 | Toward Personalizable AI Node Graph Creative Writing Support: Insights on Preferences for Generative AI Features and Information Presentation Across Story Writing Processes | 10.1145/3706598.3713569 | As story writing requires diverse resources, a single system combining these resources could improve personalization. We leverage the broad capabilities of generative AI to support both more general story writing needs and an understudied but essential aspect: reflection on the moral (lesson) conveyed. Through a format... | false | false | [
"Hua Xuan Qin",
"Guangzhi Zhu",
"Mingming Fan 0001",
"Pan Hui 0001"
] | [] | [] | [] |
CHI | 2,025 | Traversing Dual Realities: Investigating Techniques for Transitioning 3D Objects between Desktop and Augmented Reality Environments | 10.1145/3706598.3713949 | Desktop environments can integrate augmented reality (AR) head-worn devices to support 3D representations, visualizations, and interactions in a novel yet familiar setting. As users navigate across the dual realities—desktop and AR—a way to move 3D objects between them is needed. We devise three baseline transition tec... | false | false | [
"Tobias Rau",
"Tobias Isenberg 0001",
"Andreas Köhn",
"Michael Sedlmair",
"Benjamin Lee 0001"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2504.00371v1",
"icon": "paper"
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CHI | 2,025 | Trustworthy by Design: The Viewer's Perspective on Trust in Data Visualization | 10.1145/3706598.3713824 | Despite the importance of viewers' trust in data visualization, there is a lack of research on the viewers' own perspective on their trust. In addition, much of the research on trust remains relatively theoretical and inaccessible for designers. This work aims to address this gap by conducting a qualitative study to ex... | false | false | [
"Oen G. McKinley",
"Saugat Pandey",
"Alvitta Ottley"
] | [] | [
"P"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2503.10892v1",
"icon": "paper"
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CHI | 2,025 | Uncertainty in Science is Malleable. Advocating for User-Agency in Defining Uncertainty in Visualizations: a Case Study in Geology | 10.1145/3706598.3713972 | Uncertainty is inherent in science built on previous results. In geoscience, for instance, researchers analyzing volcanic deposits assess the uncertainty around past deposit classifications. To aid this assessment, we followed a design by immersion approach to co-design uncertainty visualizations. We observed that besi... | false | false | [
"Vanessa Peña Araya",
"Consuelo Martínez Fontaine",
"Xiang Wei",
"Guillaume Delpech",
"Anastasia Bezerianos"
] | [] | [] | [] |
CHI | 2,025 | Understanding Marine Scientist Software Tool Use | 10.1145/3706598.3713621 | Marine science researchers are heavy users of software tools and systems such as statistics packages, visualization tools, and online data catalogues. Following a constructivist grounded theory approach, we conduct a semi-structured interview study of 23 marine science researchers and research supports within a North A... | false | false | [
"Matthew Lakier",
"Andrew Irwin",
"Daniel Vogel 0001"
] | [] | [] | [] |
CHI | 2,025 | Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction | 10.1145/3706598.3713551 | Dimensionality reduction (DR) techniques are essential for visually analyzing high-dimensional data. However, visual analytics using DR often face unreliability, stemming from factors such as inherent distortions in DR projections. This unreliability can lead to analytic insights that misrepresent the underlying data, ... | false | false | [
"Hyeon Jeon",
"Hyunwook Lee",
"Yun-Hsin Kuo",
"Taehyun Yang",
"Daniel Archambault",
"Sungahn Ko",
"Takanori Fujiwara",
"Kwan-Liu Ma",
"Jinwook Seo"
] | [] | [
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2501.10168v2",
"icon": "paper"
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CHI | 2,025 | Visualization Guardrails: Designing Interventions Against Cherry-Picking in Interactive Data Explorers | 10.1145/3706598.3713385 | The growing popularity of interactive time series exploration platforms has made data visualization more accessible to the public. However, the ease of creating polished charts with preloaded data also enables selective information presentation, often resulting in biased or misleading visualizations. Research shows tha... | false | false | [
"Maxim Lisnic",
"Zach Cutler",
"Marina Kogan",
"Alexander Lex"
] | [] | [] | [] |
CHI | 2,025 | VisUnit: Literate Visualisation Studies Assembled from Reusable Test-Suites | 10.1145/3706598.3713104 | We make four contributions to lower the overhead of conducting visualisation user studies and promote the reuse and extension of their materials. (i) A declarative Javascript specification lets experimenters describe how studies are assembled from tested visualisations, datasets, tasks and chosen evaluation strategies.... | false | false | [
"Radu Jianu",
"Aidan Slingsby",
"Dany Laksono",
"Mershack Okoe"
] | [] | [] | [] |
CHI | 2,025 | What-if Analysis for Business Professionals: Current Practices and Future Opportunities | 10.1145/3706598.3713672 | What-if analysis (WIA) is essential for data-driven decision-making, allowing users to assess how changes in variables impact outcomes and explore alternative scenarios. Existing WIA research primarily supports the workflows of data scientists and analysts, and largely overlooks business professionals who engage in WIA... | false | false | [
"Sneha Gathani",
"Zhicheng Liu",
"Peter J. Haas",
"Çagatay Demiralp"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2212.13643v4",
"icon": "paper"
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CHI | 2,025 | ZuantuSet: A Collection of Historical Chinese Visualizations and Illustrations | 10.1145/3706598.3713276 | Historical visualizations are a valuable resource for studying the history of visualization and inspecting the cultural context where they were created. When investigating historical visualizations, it is essential to consider contributions from different cultural frameworks to gain a comprehensive understanding. While... | false | false | [
"Xiyao Mei",
"Yu Zhang 0043",
"Chaofan Yang",
"Rui Shi",
"Xiaoru Yuan"
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2502.19093v1",
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Vis | 2,024 | "I Came Across a Junk": Understanding Design Flaws of Data Visualization from the Public's Perspective | 10.1109/TVCG.2024.3456341 | The visualization community has a rich history of reflecting upon visualization design flaws. Although research in this area has remained lively, we believe it is essential to continuously revisit this classic and critical topic in visualization research by incorporating more empirical evidence from diverse sources, ch... | false | false | [
"Xingyu Lan",
"Yu Liu"
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Vis | 2,024 | "It's a Good Idea to Put It Into Words": Writing 'Rudders' in the Initial Stages of Visualization Design | 10.1109/TVCG.2024.3456324 | Written language is a useful tool for non-visual creative activities like composing essays and planning searches. This paper investigates the integration of written language into the visualization design process. We create the idea of a ‘writing rudder,’ which acts as a guiding force or strategy for the designer. Via a... | false | false | [
"Chase Stokes",
"Clara Hu",
"Marti A. Hearst"
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Vis | 2,024 | 2D Embeddings of Multi-dimensional Partitionings | 10.1109/TVCG.2024.3456394 | Partitionings (or segmentations) divide a given domain into disjoint connected regions whose union forms again the entire domain. Multi-dimensional partitionings occur, for example, when analyzing parameter spaces of simulation models, where each segment of the partitioning represents a region of similar model behavior... | true | false | [
"Marina Evers",
"Lars Linsen"
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Vis | 2,024 | A Deixis-Centered Approach for Documenting Remote Synchronous Communication around Data Visualizations | 10.1109/TVCG.2024.3456351 | Referential gestures, or as termed in linguistics, deixis, are an essential part of communication around data visualizations. Despite their importance, such gestures are often overlooked when documenting data analysis meetings. Transcripts, for instance, fail to capture gestures, and video recordings may not adequately... | true | false | [
"Chang Han",
"Katherine E. Isaacs"
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Vis | 2,024 | A General Framework for Comparing Embedding Visualizations Across Class-Label Hierarchies | 10.1109/TVCG.2024.3456370 | Projecting high-dimensional vectors into two dimensions for visualization, known as embedding visualization, facilitates perceptual reasoning and interpretation. Comparing multiple embedding visualizations drives decision-making in many domains, but traditional comparison methods are limited by a reliance on direct poi... | true | false | [
"Trevor Manz",
"Fritz Lekschas",
"Evan Greene",
"Greg Finak",
"Nils Gehlenborg"
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Vis | 2,024 | A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations | 10.1109/TVCG.2024.3456308 | The semantic similarity between documents of a text corpus can be visualized using map-like metaphors based on twodimensional scatterplot layouts. These layouts result from a dimensionality reduction on the document-term matrix or a representation within a latent embedding, including topic models. Thereby, the resultin... | false | false | [
"Daniel Atzberger",
"Tim Cech",
"Willy Scheibel",
"Jürgen Döllner",
"Michael Behrisch 0001",
"Tobias Schreck"
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Vis | 2,024 | A Multi-Level Task Framework for Event Sequence Analysis | 10.1109/TVCG.2024.3456510 | Despite the development of numerous visual analytics tools for event sequence data across various domains, including but not limited to healthcare, digital marketing, and user behavior analysis, comparing these domain-specific investigations and transferring the results to new datasets and problem areas remain challeng... | false | false | [
"Kazi Tasnim Zinat",
"Saimadhav Naga Sakhamuri",
"Aaron Sun Chen",
"Zhicheng Liu 0001"
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Vis | 2,024 | A Practical Solver for Scalar Data Topological Simplification | 10.1109/TVCG.2024.3456345 | This paper presents a practical approach for the optimization of topological simplification, a central pre-processing step for the analysis and visualization of scalar data. Given an input scalar field f and a set of "signal" persistence pairs to maintain, our approaches produces an output field g that is close to f an... | false | false | [
"Mohamed Kissi",
"Mathieu Pont",
"Joshua A. Levine",
"Julien Tierny"
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Vis | 2,024 | A Qualitative Analysis of Common Practices in Annotations: A Taxonomy and Design Space | 10.1109/TVCG.2024.3456359 | Annotations play a vital role in highlighting critical aspects of visualizations, aiding in data externalization and exploration, collaborative sensemaking, and visual storytelling. However, despite their widespread use, we identified a lack of a design space for common practices for annotations. In this paper, we eval... | false | false | [
"Md Dilshadur Rahman",
"Ghulam Jilani Quadri",
"Bhavana Doppalapudi",
"Danielle Albers Szafir",
"Paul Rosen 0001"
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Vis | 2,024 | Aardvark: Composite Visualizations of Trees, Time-Series, and Images | 10.1109/TVCG.2024.3456193 | How do cancer cells grow, divide, proliferate, and die? How do drugs infuence these processes? These are diffcult questions that we can attempt to answer with a combination of time-series microscopy experiments, classifcation algorithms, and data visualization. However, collecting this type of data and applying algorit... | true | false | [
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Vis | 2,024 | AdaMotif: Graph Simplification via Adaptive Motif Design | 10.1109/TVCG.2024.3456321 | With the increase of graph size, it becomes difficult or even impossible to visualize graph structures clearly within the limited screen space. Consequently, it is crucial to design effective visual representations for large graphs. In this paper, we propose AdaMotif, a novel approach that can capture the essential str... | false | false | [
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Vis | 2,024 | Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning | 10.1109/TVCG.2024.3456159 | Emerging multimodal large language models (MLLMs) exhibit great potential for chart question answering (CQA). Recent efforts primarily focus on scaling up training datasets (i.e., charts, data tables, and question-answer (QA) pairs) through data collection and synthesis. However, our empirical study on existing MLLMs a... | false | false | [
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Vis | 2,024 | AdversaFlow: Visual Red Teaming for Large Language Models with Multi-Level Adversarial Flow | 10.1109/TVCG.2024.3456150 | Large Language Models (LLMs) are powerful but also raise significant security concerns, particularly regarding the harm they can cause, such as generating fake news that manipulates public opinion on social media and providing responses to unethical activities. Traditional red teaming approaches for identifying AI vuln... | true | false | [
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Vis | 2,024 | An Empirical Evaluation of the GPT-4 Multimodal Language Model on Visualization Literacy Tasks | 10.1109/TVCG.2024.3456155 | Large Language Models (LLMs) like GPT-4 which support multimodal input (i.e., prompts containing images in addition to text) have immense potential to advance visualization research. However, many questions exist about the visual capabilities of such models, including how well they can read and interpret visually repre... | true | false | [
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Vis | 2,024 | Attention-Aware Visualization: Tracking and Responding to User Perception Over Time | 10.1109/TVCG.2024.3456300 | We propose the notion of attention-aware visualizations (AAVs) that track the user's perception of a visual representation over time and feed this information back to the visualization. Such context awareness is particularly useful for ubiquitous and immersive analytics where knowing which embedded visualizations the u... | false | false | [
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Vis | 2,024 | BEMTrace: Visualization-driven approach for deriving Building Energy Models from BIM | 10.1109/TVCG.2024.3456315 | Building Information Modeling (BIM) describes a central data pool covering the entire life cycle of a construction project. Similarly, Building Energy Modeling (BEM) describes the process of using a 3D representation of a building as a basis for thermal simulations to assess the building's energy performance. This pape... | true | false | [
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Vis | 2,024 | Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots | 10.1109/TVCG.2024.3456305 | Visual validation of regression models in scatterplots is a common practice for assessing model quality, yet its efficacy remains unquantified. We conducted two empirical experiments to investigate individuals' ability to visually validate linear regression models (linear trends) and to examine the impact of common vis... | false | false | [
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Vis | 2,024 | Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis | 10.1109/TVCG.2024.3456369 | Providing effective guidance for users has long been an important and challenging task for efficient exploratory visual analytics, especially when selecting variables for visualization in high-dimensional datasets. Correlation is the most widely applied metric for guidance in statistical and analytical tools, however a... | false | false | [
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Vis | 2,024 | Blowing Seeds across Gardens: Visualizing Implicit Propagation of Cross-Platform Social Media Posts | 10.1109/TVCG.2024.3456181 | Propagation analysis refers to studying how information spreads on social media, a pivotal endeavor for understanding social sentiment and public opinions. Numerous studies contribute to visualizing information spread, but few have considered the implicit and complex diffusion patterns among multiple platforms. To brid... | false | false | [
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Vis | 2,024 | CataAnno: An Ancient Catalog Annotator for Annotation Cleaning by Recommendation | 10.1109/TVCG.2024.3456379 | Classical bibliography, by researching preserved catalogs from both official archives and personal collections of accumulated books, examines the books throughout history, thereby revealing cultural development across historical periods. In this work, we collaborate with domain experts to accomplish the task of data an... | false | false | [
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Vis | 2,024 | Causal Priors and Their Influence on Judgements of Causality in Visualized Data | 10.1109/TVCG.2024.3456381 | "Correlation does not imply causation" is a famous mantra in statistical and visual analysis. However, consumers of visualizations often draw causal conclusions when only correlations between variables are shown. In this paper, we investigate factors that contribute to causal relationships users perceive in visualizati... | false | false | [
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Vis | 2,024 | Cell2Cell: Explorative Cell Interaction Analysis in Multi-Volumetric Tissue Data | 10.1109/TVCG.2024.3456406 | We present Cell2Cell, a novel visual analytics approach for quantifying and visualizing networks of cell-cell interactions in three-dimensional (3D) multi-channel cancerous tissue data. By analyzing cellular interactions, biomedical experts can gain a more accurate understanding of the intricate relationships between c... | false | false | [
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Vis | 2,024 | Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism | 10.1109/TVCG.2024.3456217 | Interactive visualizations are powerful tools for Exploratory Data Analysis (EDA), but how do they affect the observations analysts make about their data? We conducted a qualitative experiment with 13 professional data scientists analyzing two datasets with Jupyter notebooks, collecting a rich dataset of interaction tr... | true | false | [
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Vis | 2,024 | CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments | 10.1109/TVCG.2024.3456210 | Composite visualization represents a widely embraced design that combines multiple visual representations to create an integrated view. However, the traditional approach of creating composite visualizations in immersive environments typically occurs asynchronously outside of the immersive space and is carried out by ex... | true | false | [
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Vis | 2,024 | Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments | 10.1109/TVCG.2024.3456371 | To deploy machine learning models on-device, practitioners use compression algorithms to shrink and speed up models while maintaining their high-quality output. A critical aspect of compression in practice is model comparison, including tracking many compression experiments, identifying subtle changes in model behavior... | true | false | [
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Vis | 2,024 | CSLens: Towards Better Deploying Charging Stations via Visual Analytics —— A Coupled Networks Perspective | 10.1109/TVCG.2024.3456392 | In recent years, the global adoption of electric vehicles (EVs) has surged, prompting a corresponding rise in the installation of charging stations. This proliferation has underscored the importance of expediting the deployment of charging infrastructure. Both academia and industry have thus devoted to addressing the c... | false | false | [
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Vis | 2,024 | Curio: A Dataflow-Based Framework for Collaborative Urban Visual Analytics | 10.1109/TVCG.2024.3456353 | Over the past decade, several urban visual analytics systems and tools have been proposed to tackle a host of challenges faced by cities, in areas as diverse as transportation, weather, and real estate. Many of these tools have been designed through collaborations with urban experts, aiming to distill intricate urban a... | false | false | [
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Vis | 2,024 | D-Tour: Semi-Automatic Generation of Interactive Guided Tours for Visualization Dashboard Onboarding | 10.1109/TVCG.2024.3456347 | Onboarding a user to a visualization dashboard entails explaining its various components, including the chart types used, the data loaded, and the interactions available. Authoring such an onboarding experience is time-consuming and requires significant knowledge and little guidance on how best to complete this task. D... | false | false | [
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Vis | 2,024 | DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing — A Design Study | 10.1109/TVCG.2024.3456329 | In medical diagnostics of both early disease detection and routine patient care, particle-based contamination of in-vitro diagnostics consumables poses a significant threat to patients. Objective data-driven decision-making on the severity of contamination is key for reducing patient risk, while saving time and cost in... | false | false | [
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Vis | 2,024 | DataGarden: Formalizing Personal Sketches into Structured Visualization Templates | 10.1109/TVCG.2024.3456336 | Sketching is a common practice among visualization designers and serves an approachable entry to data visualization for non-experts. However, moving from a sketch to a full fledged data visualization often requires throwing away the original sketch and recreating it from scratch. Our goal is to formalize these sketches... | false | false | [
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Vis | 2,024 | Defogger: A Visual Analysis Approach for Data Exploration of Sensitive Data Protected by Differential Privacy | 10.1109/TVCG.2024.3456304 | Differential privacy ensures the security of individual privacy but poses challenges to data exploration processes because the limited privacy budget incapacitates the flexibility of exploration and the noisy feedback of data requests leads to confusing uncertainty. In this study, we take the lead in describing corresp... | false | false | [
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Vis | 2,024 | DeLVE into Earth's Past: A Visualization-Based Exhibit Deployed Across Multiple Museum Contexts | 10.1109/TVCG.2024.3456174 | While previous work has found success in deploying visualizations as museum exhibits, it has not investigated whether museum context impacts visitor behaviour with these exhibits. We present an interactive Deep-time Literacy Visualization Exhibit (DeLVE) to help museum visitors understand deep time (lengths of extremel... | true | false | [
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Vis | 2,024 | DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs | 10.1109/TVCG.2024.3456340 | Comics are an effective method for sequential data-driven storytelling, especially for dynamic graphs—graphs whose vertices and edges change over time. However, manually creating such comics is currently time-consuming, complex, and error-prone. In this paper, we propose DG COMICS, a novel comic authoring tool for dyna... | false | false | [
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"Duc M. Nguyen",
"Minjeong Shin",
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"Sungahn Ko",
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Vis | 2,024 | DiffFit: Visually-Guided Differentiable Fitting of Molecule Structures to a Cryo-EM Map | 10.1109/TVCG.2024.3456404 | We introduce DiffFit, a differentiable algorithm for fitting protein atomistic structures into an experimental reconstructed Cryo-Electron Microscopy (cryo-EM) volume map. In structural biology, this process is necessary to semi-automatically composite large mesoscale models of complex protein assemblies and complete c... | false | false | [
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Vis | 2,024 | DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic | 10.1109/TVCG.2024.3456391 | Dimensionality reduction techniques are widely used for visualizing high-dimensional data. However, support for interpreting patterns of dimension reduction results in the context of the original data space is often insufficient. Consequently, users may struggle to extract insights from the projections. In this paper, ... | false | false | [
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Vis | 2,024 | Discursive Patinas: Anchoring Discussions in Data Visualizations | 10.1109/TVCG.2024.3456334 | This paper presents discursive patinas, a technique to visualize discussions onto data visualizations, inspired by how people leave traces in the physical world. While data visualizations are widely discussed in online communities and social media, comments tend to be displayed separately from the visualization and we ... | true | false | [
"Tobias Kauer",
"Derya Akbaba",
"Marian Dörk",
"Benjamin Bach"
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Vis | 2,024 | Distributed Augmentation, Hypersweeps, and Branch Decomposition of Contour Trees for Scientific Exploration | 10.1109/TVCG.2024.3456322 | Contour trees describe the topology of level sets in scalar fields and are widely used in topological data analysis and visualization. A main challenge of utilizing contour trees for large-scale scientific data is their computation at scale using highperformance computing. To address this challenge, recent work has int... | false | false | [
"Mingzhe Li 0004",
"Hamish A. Carr",
"Oliver Rübel",
"Bei Wang 0001",
"Gunther H. Weber"
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Vis | 2,024 | DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer | 10.1109/TVCG.2024.3456160 | Digital twin models are of high interest to Head and Neck Cancer (HNC) oncologists, who have to navigate a series of complex treatment decisions that weigh the efficacy of tumor control against toxicity and mortality risks. Evaluating individual risk profiles necessitates a deeper understanding of the interplay between... | false | false | [
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"Xinhua Zhang",
"Guadalupe Canahuate",
"Clifton David Fuller",
"G. Elisabeta Marai"
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Vis | 2,024 | Does This Have a Particular Meaning? Interactive Pattern Explanation for Network Visualizations | 10.1109/TVCG.2024.3456192 | This paper presents an interactive technique to explain visual patterns in network visualizations to analysts who do not understand these visualizations and who are learning to read them. Learning a visualization requires mastering its visual grammar and decoding information presented through visual marks, graphical en... | false | false | [
"Xinhuan Shu",
"Alexis Pister",
"Junxiu Tang",
"Fanny Chevalier",
"Benjamin Bach"
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Vis | 2,024 | DracoGPT: Extracting Visualization Design Preferences from Large Language Models | 10.1109/TVCG.2024.3456350 | Trained on vast corpora, Large Language Models (LLMs) have the potential to encode visualization design knowledge and best practices. However, if they fail to do so, they might provide unreliable visualization recommendations. What visualization design preferences, then, have LLMs learned? We contribute DracoGPT, a met... | false | false | [
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"Leilani Battle",
"Jeffrey Heer"
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Vis | 2,024 | Dynamic Color Assignment for Hierarchical Data | 10.1109/TVCG.2024.3456386 | Assigning discriminable and harmonic colors to samples according to their class labels and spatial distribution can generate attractive visualizations and facilitate data exploration. However, as the number of classes increases, it is challenging to generate a high-quality color assignment result that accommodates all ... | false | false | [
"Jiashu Chen",
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Vis | 2,024 | Entanglements for Visualization: Changing Research Outcomes through Feminist Theory | 10.1109/TVCG.2024.3456171 | A growing body of work draws on feminist thinking to challenge assumptions about how people engage with and use visualizations. This work draws on feminist values, driving design and research guidelines that account for the influences of power and neglect. This prior work is largely prescriptive, however, forgoing arti... | true | false | [
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Vis | 2,024 | Evaluating and extending speedup techniques for optimal crossing minimization in layered graph drawings | 10.1109/TVCG.2024.3456349 | A layered graph is an important category of graph in which every node is assigned to a layer, and layers are drawn as parallel or radial lines. They are commonly used to display temporal data or hierarchical graphs. Previous research has demonstrated that minimizing edge crossings is the most important criterion to con... | true | false | [
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"Tarik Crnovrsanin",
"Sara Di Bartolomeo",
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Vis | 2,024 | Evaluating Force-based Haptics for Immersive Tangible Interactions with Surface Visualizations | 10.1109/TVCG.2024.3456316 | Haptic feedback provides an essential sensory stimulus crucial for interaction and analyzing three-dimensional spatio-temporal phenomena on surface visualizations. Given its ability to provide enhanced spatial perception and scene maneuverability, virtual reality (VR) catalyzes haptic interactions on surface visualizat... | false | false | [
"Hamza Afzaal",
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Vis | 2,024 | Fast Comparative Analysis of Merge Trees Using Locality Sensitive Hashing | 10.1109/TVCG.2024.3456383 | Scalar field comparison is a fundamental task in scientific visualization. In topological data analysis, we compare topological descriptors of scalar fields—such as persistence diagrams and merge trees—because they provide succinct and robust abstract representations. Several similarity measures for topological descrip... | false | false | [
"Weiran Lyu",
"Raghavendra Sridharamurthy",
"Jeff M. Phillips",
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Vis | 2,024 | Ferry: Toward Better Understanding of Input/Output Space for Data Wrangling Scripts | 10.1109/TVCG.2024.3456328 | Understanding the input and output of data wrangling scripts is crucial for various tasks like debugging code and onboarding new data. However, existing research on script understanding primarily focuses on revealing the process of data transformations, lacking the ability to analyze the potential scope, i.e., the spac... | false | false | [
"Zhongsu Luo",
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"Jiajun Zhu",
"Ran Chen",
"Xinhuan Shu",
"Di Weng",
"Yingcai Wu"
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Vis | 2,024 | Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education | 10.1109/TVCG.2024.3456145 | Large Language Models (LLMs) have shown great potential in intelligent visualization systems, especially for domainspecific applications. Integrating LLMs into visualization systems presents challenges, and we categorize these challenges into three alignments: domain problems with LLMs, visualization with LLMs, and int... | false | false | [
"Lin Gao",
"Jing Lu",
"Zekai Shao 0001",
"Ziyue Lin",
"Shengbin Yue",
"Chiokit Leong",
"Yi Sun",
"Rory James Zauner",
"Zhongyu Wei",
"Siming Chen 0001"
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Vis | 2,024 | FPCS: Feature Preserving Compensated Sampling of Streaming Time Series Data | 10.1109/TVCG.2024.3456375 | Data visualization aids in making data analysis more intuitive and in-depth, with widespread applications in fields such as biology, finance, and medicine. For massive and continuously growing streaming time series data, these data are typically visualized in the form of line charts, but the data transmission puts sign... | false | false | [
"Hongyan Li",
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"Yansong Chua"
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Vis | 2,024 | From Instruction to Insight: Exploring the Functional and Semantic Roles of Text in Interactive Dashboards | 10.1109/TVCG.2024.3456601 | There is increased interest in understanding the interplay between text and visuals in the field of data visualization. However, this attention has predominantly been on the use of text in standalone visualizations (such as text annotation overlays) or augmenting text stories supported by a series of independent views.... | true | false | [
"Nicole Sultanum",
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Vis | 2,024 | Graph Transformer for Label Placement | 10.1109/TVCG.2024.3456141 | Placing text labels is a common way to explain key elements in a given scene. Given a graphic input and original label information, how to place labels to meet both geometric and aesthetic requirements is an open challenging problem. Geometry-wise, traditional rule-driven solutions struggle to capture the complex inter... | false | false | [
"Jingwei Qu",
"Pingshun Zhang",
"Enyu Che",
"Yinan Chen",
"Haibin Ling"
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Vis | 2,024 | HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data | 10.1109/TVCG.2024.3456389 | When using exploratory visual analysis to examine multivariate hierarchical data, users often need to query data to narrow down the scope of analysis. However, formulating effective query expressions remains a challenge for multivariate hierarchical data, particularly when datasets become very large. To address this is... | false | false | [
"Guozheng Li 0002",
"Haotian Mi",
"Chi Harold Liu",
"Takayuki Itoh",
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Vis | 2,024 | How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts | 10.1109/TVCG.2024.3456378 | Large Language Models (LLMs) have been adopted for a variety of visualizations tasks, but how far are we from perceptually aware LLMs that can predict human takeaways? Graphical perception literature has shown that human chart takeaways are sensitive to visualization design choices, such as spatial layouts. In this wor... | false | false | [
"Huichen Will Wang",
"Jane Hoffswell",
"Sao Myat Thazin Thane",
"Victor S. Bursztyn",
"Cindy Xiong Bearfield"
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Vis | 2,024 | How Good (Or Bad) Are LLMs at Detecting Misleading Visualizations? | 10.1109/TVCG.2024.3456333 | In this study, we address the growing issue of misleading charts, a prevalent problem that undermines the integrity of information dissemination. Misleading charts can distort the viewer's perception of data, leading to misinterpretations and decisions based on false information. The development of effective automatic ... | false | false | [
"Leo Yu-Ho Lo",
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Vis | 2,024 | HuBar: A Visual Analytics Tool to Explore Human Behavior based on fNIRS in AR Guidance Systems | 10.1109/TVCG.2024.3456388 | The concept of an intelligent augmented reality (AR) assistant has significant, wide-ranging applications, with potential uses in medicine, military, and mechanics domains. Such an assistant must be able to perceive the environment and actions, reason about the environment state in relation to a given task, and seamles... | false | false | [
"Sonia Castelo",
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"Guande Wu",
"Irán R. Román",
"Roque Lopez",
"Bea Steers",
"Qi Sun 0003",
"Juan Pablo Bello",
"Bradley Feest",
"Michael Middleton",
"Ryan McKendrick",
"Cláudio T. Silva"
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Vis | 2,024 | Impact of Vertical Scaling on Normal Probability Density Function Plots | 10.1109/TVCG.2024.3456396 | Probability density function (PDF) curves are among the few charts on a Cartesian coordinate system that are commonly presented without y-axes. This design decision may be due to the lack of relevance of vertical scaling in normal PDFs. In fact, as long as two normal PDFs have the same means and standard deviations (SD... | true | false | [
"Racquel Fygenson",
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Vis | 2,024 | Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts | 10.1109/TVCG.2024.3456167 | Graphs are often used to model relationships between entities. The identification and visualization of clusters in graphs enable insight discovery in many application areas, such as life sciences and social sciences. Force-directed graph layouts promote the visual saliency of clusters, as they bring adjacent nodes clos... | false | false | [
"Nora Al-Naami",
"Nicolas Médoc",
"Matteo Magnani",
"Mohammad Ghoniem"
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Vis | 2,024 | Interactive Design-of-Experiments: Optimizing a Cooling System | 10.1109/TVCG.2024.3456356 | The optimization of cooling systems is important in many cases, for example for cabin and battery cooling in electric cars. Such an optimization is governed by multiple, conflicting objectives and it is performed across a multi-dimensional parameter space. The extent of the parameter space, the complexity of the non-li... | false | false | [
"Rainer Splechtna",
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"Mario Jelovic",
"Denis Gracanin",
"Helwig Hauser",
"Kresimir Matkovic"
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Vis | 2,024 | KNOWNET: Guided Health Information Seeking from LLMs via Knowledge Graph Integration | 10.1109/TVCG.2024.3456364 | The increasing reliance on Large Language Models (LLMs) for health information seeking can pose severe risks due to the potential for misinformation and the complexity of these topics. This paper introduces KNOWNET a visualization system that integrates LLMs with Knowledge Graphs (KG) to provide enhanced accuracy and s... | false | false | [
"Youfu Yan",
"Yu Hou",
"Yongkang Xiao",
"Rui Zhang 0028",
"Qianwen Wang 0001"
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Vis | 2,024 | Learnable and Expressive Visualization Authoring through Blended Interfaces | 10.1109/TVCG.2024.3456598 | A wide range of visualization authoring interfaces enable the creation of highly customized visualizations. However, prioritizing expressiveness often impedes the learnability of the authoring interface. The diversity of users, such as varying computational skills and prior experiences in user interfaces, makes it even... | true | false | [
"Sehi L'Yi",
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"Etowah Adams",
"Huyen N. Nguyen",
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Vis | 2,024 | LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models | 10.1109/TVCG.2024.3456354 | Evaluating large language models (LLMs) presents unique challenges. While automatic side-by-side evaluation, also known as LLM-as-a-judge, has become a promising solution, model developers and researchers face difficulties with scalability and interpretability when analyzing these evaluation outcomes. To address these ... | false | false | [
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"Mahima Pushkarna",
"Michael Xieyang Liu",
"James Wexler",
"Emily Reif",
"Krystal Kallarackal",
"Minsuk Chang",
"Michael Terry",
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Vis | 2,024 | Localized Evaluation for Constructing Discrete Vector Fields | 10.1109/TVCG.2024.3456355 | Topological abstractions offer a method to summarize the behavior of vector fields, but computing them robustly can be challenging due to numerical precision issues. One alternative is to represent the vector field using a discrete approach, which constructs a collection of pairs of simplices in the input mesh that sat... | false | false | [
"Tanner Finken",
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Vis | 2,024 | Loops: Leveraging Provenance and Visualization to Support Exploratory Data Analysis in Notebooks | 10.1109/TVCG.2024.3456186 | Exploratory data science is an iterative process of obtaining, cleaning, profiling, analyzing, and interpreting data. This cyclical way of working creates challenges within the linear structure of computational notebooks, leading to issues with code quality, recall, and reproducibility. To remedy this, we present Loops... | false | false | [
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"url": "https://osf.io/hxuak/",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-1... |
Vis | 2,024 | Manipulable Semantic Components: a Computational Representation of Data Visualization Scenes | 10.1109/TVCG.2024.3456296 | Various data visualization applications such as reverse engineering and interactive authoring require a vocabulary that describes the structure of visualization scenes and the procedure to manipulate them. A few scene abstractions have been proposed, but they are restricted to specific applications for a limited set of... | false | false | [
"Zhicheng Liu 0001",
"Chen Chen 0080",
"John Hooker"
] | [
"HM"
] | [
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{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2408.04798v1",
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"url": "https://mascot-vis.github.io/",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v... |
Vis | 2,024 | Mind Drifts, Data Shifts: Utilizing Mind Wandering to Track the Evolution of User Experience with Data Visualizations | 10.1109/TVCG.2024.3456344 | User experience in data visualization is typically assessed through post-viewing self-reports, but these overlook the dynamic cognitive processes during interaction. This study explores the use of mind wandering– a phenomenon where attention spontaneously shifts from a primary task to internal, task-related thoughts or... | true | false | [
"Anjana Arunkumar",
"Lace M. K. Padilla",
"Chris Bryan"
] | [] | [
"P",
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{
"name": "Paper Preprint",
"url": "https://arxiv.org/abs/2408.03576",
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"url": "https://osf.io/h5awt/",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-172... |
Vis | 2,024 | Mixing Linters with GUIs: A Color Palette Design Probe | 10.1109/TVCG.2024.3456317 | Visualization linters are end-user facing evaluators that automatically identify potential chart issues. These spell-checker like systems offer a blend of interpretability and customization that is not found in other forms of automated assistance. However, existing linters do not model context and have primarily target... | true | false | [
"Andrew M. McNutt",
"Maureen C. Stone",
"Jeffrey Heer"
] | [] | [
"P",
"V",
"O"
] | [
{
"name": "Paper Preprint",
"url": "https://arxiv.org/abs/2407.21285",
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{
"name": "Supplemental Material",
"url": "https://osf.io/geauf",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-1290... |
Vis | 2,024 | ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map | 10.1109/TVCG.2024.3456387 | Multi-modal embeddings form the foundation for vision-language models, such as CLIP embeddings, the most widely used text-image embeddings. However, these embeddings are vulnerable to subtle misalignment of cross-modal features, resulting in decreased model performance and diminished generalization. To address this pro... | false | false | [
"Yilin Ye",
"Shishi Xiao",
"Xingchen Zeng",
"Wei Zeng 0004"
] | [] | [
"P",
"V",
"O"
] | [
{
"name": "Paper Preprint",
"url": "https://arxiv.org/abs/2407.12315",
"icon": "paper"
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{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-1603.html",
"icon": "other"
},
{
"name": "Fast Forward Video",
"url": "https://youtu.be/o... |
Vis | 2,024 | Motion-Based Visual Encoding Can Improve Performance on Perceptual Tasks with Dynamic Time Series | 10.1109/TVCG.2024.3456405 | Dynamic data visualizations can convey large amounts of information over time, such as using motion to depict changes in data values for multiple entities. Such dynamic displays put a demand on our visual processing capacities, yet our perception of motion is limited. Several techniques have been shown to improve the p... | false | false | [
"Songwen Hu",
"Ouxun Jiang",
"Jeffrey Riedmiller",
"Cindy Xiong Bearfield"
] | [] | [
"P",
"V",
"O"
] | [
{
"name": "Paper Preprint",
"url": "http://arxiv.org/pdf/2408.04799v1",
"icon": "paper"
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{
"name": "Supplemental Material",
"url": "https://osf.io/8c95v/",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-13... |
Vis | 2,024 | MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale Segmentations in Error-Bounded Lossy Compressors | 10.1109/TVCG.2024.3456337 | This research explores a novel paradigm for preserving topological segmentations in existing error-bounded lossy compressors. Today's lossy compressors rarely consider preserving topologies such as Morse-Smale complexes, and the discrepancies in topology between original and decompressed datasets could potentially resu... | true | false | [
"Yuxiao Li 0002",
"Xin Liang 0001",
"Bei Wang 0001",
"Yongfeng Qiu",
"Lin Yan 0003",
"Hanqi Guo 0001"
] | [] | [
"P",
"V",
"O"
] | [
{
"name": "Paper Preprint",
"url": "https://arxiv.org/abs/2406.09423",
"icon": "paper"
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{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-1793.html",
"icon": "other"
},
{
"name": "Fast Forward Video",
"url": "https://youtu.be/T... |
Vis | 2,024 | Objective Lagrangian Vortex Cores and their Visual Representations | 10.1109/TVCG.2024.3456384 | The numerical extraction of vortex cores from time-dependent fluid flow attracted much attention over the past decades. A commonly agreed upon vortex definition remained elusive since a proper vortex core needs to satisfy two hard constraints: it must be objective and Lagrangian. Recent methods on objectivization met t... | false | false | [
"Tobias Günther",
"Holger Theisel"
] | [] | [
"V",
"O"
] | [
{
"name": "Supplemental Material",
"url": "https://doi.org/10.5281/zenodo.12750719",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/program/paper_v-full-1574.html",
"icon": "other"
},
{
"name": "Fast Forward Video",
"url": "http... |
Vis | 2,024 | ParamsDrag: Interactive Parameter Space Exploration via Image-Space Dragging | 10.1109/TVCG.2024.3456338 | Numerical simulation serves as a cornerstone in scientific modeling, yet the process of fine-tuning simulation parameters poses significant challenges. Conventionally, parameter adjustment relies on extensive numerical simulations, data analysis, and expert insights, resulting in substantial computational costs and low... | true | false | [
"Guan Li 0002",
"Yang Liu 0469",
"Guihua Shan",
"Shiyu Cheng",
"Weiqun Cao",
"Junpeng Wang 0001",
"Ko-Chih Wang"
] | [] | [
"P",
"V",
"O"
] | [
{
"name": "Paper Preprint",
"url": "https://arxiv.org/abs/2407.14100",
"icon": "paper"
},
{
"name": "Supplemental Material",
"url": "https://github.com/YangL-04-20/ParamsDrag",
"icon": "other"
},
{
"name": "IEEE VIS Conference Page",
"url": "https://ieeevis.org/year/2024/prog... |
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