RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images. - Yahui Liu; Jian Yao 002; Xiaohu Lu; Menghan Xia; Xingbo Wang 001; Yuan Liu (IEEE Trans. Geosci. Remote. Sens., 2019)

VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking. - Xingbo Wang 001; Haipeng Zeng; Yong Wang 021; Aoyu Wu; Zhida Sun; Xiaojuan Ma; Huamin Qu (CHI, 2020)

EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos. - Haipeng Zeng; Xingbo Wang 001; Aoyu Wu; Yong Wang 021; Quan Li; Alex Endert; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2020)

M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis. - Xingbo Wang 001; Jianben He; Zhihua Jin; Muqiao Yang; Huamin Qu (CoRR, 2021)

NumGPT: Improving Numeracy Ability of Generative Pre-trained Models. - Zhihua Jin; Xin Jiang 002; Xingbo Wang 001; Qun Liu 001; Yong Wang 021; Xiaozhe Ren; Huamin Qu (CoRR, 2021)

Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities. - Ka Yan Fung; Zikai Alex Wen; Haotian Li 001; Xingbo Wang 001; Shenghui Song 001; Huamin Qu (ASSETS, 2022)

Interactive Data Analysis with Next-step Natural Language Query Recommendation. - Xingbo Wang 001; Furui Cheng; Yong Wang 021; Ke Xu; Jiang Long; Hong Lu; Huamin Qu (CoRR, 2022)

MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models. - Paul Pu Liang; Yiwei Lyu; Gunjan Chhablani; Nihal Jain; Zihao Deng; Xingbo Wang 001; Louis-Philippe Morency; Ruslan Salakhutdinov (CoRR, 2022)

Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion. - Meng Xia 002; Qian Zhu 010; Xingbo Wang 001; Fei Nie; Huamin Qu; Xiaojuan Ma (Proc. ACM Hum. Comput. Interact., 2022)

M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis. - Xingbo Wang 001; Jianben He; Zhihua Jin; Muqiao Yang; Yong Wang 021; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2022)

DeHumor: Visual Analytics for Decomposing Humor. - Xingbo Wang 001; Yao Ming; Tongshuang Wu; Haipeng Zeng; Yong Wang 021; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2022)

MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models. - Paul Pu Liang; Yiwei Lyu; Gunjan Chhablani; Nihal Jain; Zihao Deng; Xingbo Wang 001; Louis-Philippe Morency; Ruslan Salakhutdinov (CHI Extended Abstracts, 2023)

MultiViz: Towards Visualizing and Understanding Multimodal Models. - Paul Pu Liang; Yiwei Lyu; Gunjan Chhablani; Nihal Jain; Zihao Deng; Xingbo Wang 001; Louis-Philippe Morency; Ruslan Salakhutdinov (ICLR, 2023)

Storyfier: Exploring Vocabulary Learning Support with Text Generation Models. - Zhenhui Peng; Xingbo Wang 001; Qiushi Han; Junkai Zhu; Xiaojuan Ma; Huamin Qu (UIST, 2023)

CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. - Xingbo Wang 001; Renfei Huang; Zhihua Jin; Tianqing Fang; Huamin Qu (CoRR, 2023)

VideoPro: A Visual Analytics Approach for Interactive Video Programming. - Jianben He; Xingbo Wang 001; Kamkwai Wong; Xijie Huang; Changjian Chen; Zixin Chen; Fengjie Wang; Min Zhu 005; Huamin Qu (CoRR, 2023)

GestureLens: Visual Analysis of Gestures in Presentation Videos. - Haipeng Zeng; Xingbo Wang 001; Yong Wang 021; Aoyu Wu; Ting-Chuen Pong; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2023)

RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices. - Qiaoyi Chen; Siyu Liu; Kaihui Huang; Xingbo Wang 001; Xiaojuan Ma; Junkai Zhu; Zhenhui Peng (Conference on Designing Interactive Systems, 2024)

CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels. - Chi-Hsuan Wu; Shih-Yang Liu; Xijie Huang; Xingbo Wang 001; Rong Zhang 011; Luca Minciullo; Wong Kai Yiu; Kenny Kwan; Kwang-Ting Cheng (CVPR Workshops, 2024)

LessonPlanner: Assisting Novice Teachers to Prepare Pedagogy-Driven Lesson Plans with Large Language Models. - Haoxiang Fan; Guanzheng Chen; Xingbo Wang 001; Zhenhui Peng (UIST, 2024)

ComPeer: A Generative Conversational Agent for Proactive Peer Support. - Tianjian Liu; Hongzheng Zhao; Yuheng Liu; Xingbo Wang 001; Zhenhui Peng (UIST, 2024)

InsightLens: Discovering and Exploring Insights from Conversational Contexts in Large-Language-Model-Powered Data Analysis. - Luoxuan Weng; Xingbo Wang 001; Junyu Lu; Yingchaojie Feng; Yihan Liu; Wei Chen 001 (CoRR, 2024)

PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation. - Yingchaojie Feng; Xingbo Wang 001; Kamkwai Wong; Sijia Wang; Yuhong Lu; Minfeng Zhu 001; Baicheng Wang; Wei Chen 001 (IEEE Trans. Vis. Comput. Graph., 2024)

: A Visual Analytics Approach for Interactive Video Programming. - Jianben He; Xingbo Wang 001; Kamkwai Wong; Xijie Huang; Changjian Chen; Zixin Chen; Fengjie Wang; Min Zhu 005; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. - Xingbo Wang 001; Renfei Huang; Zhihua Jin; Tianqing Fang; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

LiveRetro: Visual Analytics for Strategic Retrospect in Livestream E-Commerce. - Yuchen Wu; Yuansong Xu; Shenghan Gao; Xingbo Wang 001; Wenkai Song; Zhiheng Nie; Xiaomeng Fan; Quan Li (IEEE Trans. Vis. Comput. Graph., 2024)

XNLI: Explaining and Diagnosing NLI-Based Visual Data Analysis. - Yingchaojie Feng; Xingbo Wang 001; Bo Pan; Kamkwai Wong; Yi Ren; Shi Liu; Zihan Yan; Yuxin Ma; Huamin Qu; Wei Chen 001 (IEEE Trans. Vis. Comput. Graph., 2024)

ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset. - Zhihua Jin; Xingbo Wang 001; Furui Cheng; Chunhui Sun; Qun Liu 001; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

Anchorage: Visual Analysis of Satisfaction in Customer Service Videos Via Anchor Events. - Wong Kam-Kwai; Xingbo Wang 001; Yong Wang 021; Jianben He; Rong Zhang 011; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

Exploring Personalized Health Support through Data-Driven, Theory-Guided LLMs: A Case Study in Sleep Health. - Xingbo Wang 001; Janessa Griffith; Daniel A. Adler; Joey Castillo; Tanzeem Choudhury; Fei Wang 001 (CHI, 2025)

POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models. - Jianben He; Xingbo Wang 001; Shiyi Liu; Guande Wu; Cláudio T. Silva; Huamin Qu (PacificVis, 2025)

Empowering multimodal analysis with visualization: A survey. - Jiachen Wang; Zikun Deng; Dazhen Deng; Xingbo Wang 001; Rui Sheng; Yi Cai 001; Huamin Qu (Comput. Sci. Rev., 2025)

InsightLens: Augmenting LLM-Powered Data Analysis With Interactive Insight Management and Navigation. - Luoxuan Weng; Xingbo Wang 001; Junyu Lu; Yingchaojie Feng; Yihan Liu; Haozhe Feng; Danqing Huang; Wei Chen 001 (IEEE Trans. Vis. Comput. Graph., 2025)

TrialCompass: Visual Analytics for Enhancing the Eligibility Criteria Design of Clinical Trials. - Rui Sheng; Xingbo Wang 001; Jiachen Wang; Xiaofu Jin; Zhonghua Sheng; Zhenxing Xu; Suraj Rajendran; Huamin Qu; Fei Wang 001 (CoRR, 2025)