activity
20242026
most citedConceptThread: Visualizing Threaded Concepts in MOOC Videos

13 citations · 17 across the 10 of their papers we have counts for

collaborators

11 papers

cs.HC2026

AniMaster: From Story Texts to Animated Videos via Cinematic Script Generation and Interactive Authoring

Ruiqi Yu, Dekun Qian, Jiale Xu +6

Recent advances in Video Generation Models (VGMs) have demonstrated strong capabilities in producing short video clips. However, it is still challenging for everyday creators to le…

cs.HC2026

SAVVY: Student Attention Visualization for Video-based Learning Analysis

Shixian Zhou, Minghuan Shen, Xiaolin Wen +6

Video-Based Learning (VBL) has become a popular delivery medium of education in the past decade, ranging from online education to hybrid learning. Students' rising expectations for…

cs.HC2026

VisTCP: A Visualization Framework to Construct Knowledge-Graph-Based Representation for Traditional Chinese Painting

Zhiguang Zhou, Fengling Zheng, Miaoxin Hu +9

Structured representation can characterize semantic objects and relationships in images. It provides a possible effective way for the semantic understanding of Traditional Chinese…

cs.HC2026

ReVis: Towards Reusable Image-Based Visualizations with MLLMs

Xiaolin Wen, Changlin Li, Manusha Karunathilaka +3

Many expressive visualizations are shared online only as bitmap images, making them difficult to redesign or adapt to new data. Reusing such image-based visualizations requires sub…

cs.HC2026

Accessible Fine-grained Data Representation via Spatial Audio

Can Liu, Wenjie Jiang, Shaolun Ruan +2

Pitch-based sonification of quantitative data increases the accessibility of data visualizations that are otherwise inaccessible for blind and low-vision (BLV) individuals. We argu…

cs.HC2025

HyperMOOC: Augmenting MOOC Videos with Concept-based Embedded Visualizations

Li Ye, Lei Wang, Lihong Cai +5

Massive Open Online Courses (MOOCs) have become increasingly popular worldwide. However, learners primarily rely on watching videos, easily losing knowledge context and reducing le…

cs.HC2025★ 1 cited

Data Insights as Data: Quick Overview and Exploration of Automated Data Insights

Shangxuan Wu, Wendi Luan, Yong Wang +3

Automated data insight mining and visualization have been widely used in various business intelligence applications (e.g., market analysis and product promotion). However, automate…

cs.CV2025

Generalization of CNNs on Relational Reasoning with Bar Charts

Zhenxing Cui, Lu Chen, Yunhai Wang +3

This paper presents a systematic study of the generalization of convolutional neural networks (CNNs) and humans on relational reasoning tasks with bar charts. We first revisit prev…

cs.HC2024★ 1 cited

ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM

Songheng Zhang, Lei Wang, Toby Jia-Jun Li +3

Text documents with numerical values involved are widely used in various applications such as scientific research, economy, public health and journalism. However, it is difficult f…

cs.AI2024★ 2 cited

ChartKG: A Knowledge-Graph-Based Representation for Chart Images

Zhiguang Zhou, Haoxuan Wang, Zhengqing Zhao +4

Chart images, such as bar charts, pie charts, and line charts, are explosively produced due to the wide usage of data visualizations. Accordingly, knowledge mining from chart image…

cs.HC2024★ 13 cited

ConceptThread: Visualizing Threaded Concepts in MOOC Videos

Zhiguang Zhou, Li Ye, Lihong Cai +5

Massive Open Online Courses (MOOCs) platforms are becoming increasingly popular in recent years. Online learners need to watch the whole course video on MOOC platforms to learn the…