PUBLICATIONS

NLP-powered Human-AI Collaboration

Interactive Data Analysis with Next-step Natural Language Query Recommendation

Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, and Huamin Qu.

arXiv.org Preprint

Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion

Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, Xiaojuan Ma.

The 25th ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW 2022).
PDF Preprint

Explainable AI

M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis

Xingbo Wang, Jianben He, Zhihua Jin, Muqiao Yang, Yong Wang, and Huamin Qu.

IEEE Transactions on Visualization and Computer Graphics (IEEE VIS), 2021. Honorable Mention . PDF Preprint 🎥 Project Page 🌐 Online Demo

MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models

Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov. (Submitted to NIPS2022)

arXiv.org PDF Preprint 🌐 Online Demo Github

Visual Analytics of Human Communication

GestureLens: Visual Analysis of Gestures in Presentation Videos

Haipeng Zeng, Xingbo Wang, Yong Wang, Aoyu Wu, Ting Chuen Pong and Huamin Qu.

IEEE Transactions on Visualization and Computer Graphics, 2022.
PDF Preprint 🌐 Online Demo

DeHumor: Visual Analytics for Decomposing Humor

Xingbo Wang, Yao Ming, Tongshuang Wu, Haipeng Zeng, Yong Wang, and Huamin Qu.

IEEE Transactions on Visualization and Computer Graphics, 2021. PDF Preprint 🎥 🌐 Online Demo

VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking

Xingbo Wang, Haipeng Zeng, Yong Wang, Aoyu Wu, Zhida Sun, Xiaojuan Ma, and Huamin Qu.

2020 ACM Conference on Human Factors in Computing Systems (CHI 2020). PDF Preprint 🎥 Short Video 🎥 Long Video Keynote 💾 Data

EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos

Haipeng Zeng, Xingbo Wang, Aoyu Wu, Yong Wang, Quan Li, Alex Endert, and Huamin Qu.

IEEE Transcactions on Visualization and Computer Graphics (VAST 2019). PDF 🎥

Computer Vision

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images

Yahui Liu , Jian Yao, Xiaohu Lu, Menghan Xia, Xingbo Wang, and Yuan Liu

IEEE Transactions on Geoscience and Remote Sensing (TRGS). PDF