papers.bib

---
---

@string{aps = {American Physical Society,}}

@article{Chen2026WhenChain,
    title = {When the Chain Breaks: Interactive Diagnosis of LLM Chain-of-Thought Reasoning Errors},
    author = {Shiwei Chen and Niruthikka Sritharan and Xiaolin Wen and Chenxi Zhang and Xingbo Wang and Yong Wang},
    journal = {Computer Graphics Forum (Proceedings of EuroVis 2026)},
    abbr={CGF},
    year = {2026},
    preview = {26_EuroVis_WhenChain.jpg},
    website = {https://csw0109.github.io/reasondiag-demo},
    pdf = {https://arxiv.org/pdf/2603.21286}
}

@article{Kavinda2026SemiConLens,
    title = {SemiConLens: Visual Analytics for 2D Semiconductor Discovery},
    author = {Kavinda Athapaththu and Shiwei Chen and Yuan Fang and Sanchali Mitra and Yee Sin Ang and Yong Wang},
    journal = {Computer Graphics Forum (Proceedings of EuroVis 2026)},
    abbr={CGF},
    year = {2026},
    preview = {26_EuroVis_SemiConLens.jpg},
    pdf = {https://yong-wang.org/publication/26-EuroVis26-SemiConLens.pdf}
}

@article{Can2026Accessible,
    title = {Accessible Fine-grained Data Representation via Spatial Audio},
    author = {Can Liu and Wenjie Jiang and Shaolun Ruan and Kotaro Hara and Yong Wang},
    journal = {IEEE Computer Graphics and Applications},
    abbr={CG&A},
    year = {2026},
    preview = {26_CGA_Accessible.png},
    pdf = {https://arxiv.org/pdf/2604.08979},
}

@inproceedings{Can2026Proteus,
    title = {Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation},
    author = {Can Liu and Sizhe Cheng and Feng Liang and Zhibang Jiang and Lingru Huang and Kavinda Athapaththu and Yong Wang},
    booktitle = {Proceedings of ACM Conference on Designing Interactive Systems (DIS 2026)},
    abbr={DIS},
    year = {2026},
    preview = {26_DIS_Proteus.png},
}

@inproceedings{Sizhe2026BAIT,
    title = {BAIT: Visual-illusion-inspired Privacy Preservation for Mobile Data Visualization},
    author = {Sizhe Cheng and Songheng Zhang and Dong Ma and Yong Wang},
    booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2026)},
    abbr={CHI},
    year = {2026},
    preview = {26_CHI_BAIT.png},
    pdf = {https://arxiv.org/pdf/2601.18497},
}

@inproceedings{Ye2025HyperMOOC,
    title = {HyperMOOC: Augmenting MOOC Videos with Concept-based Embedded Visualizations.},
    author = {Li Ye and Lei Wang and Lihong Cai and Ruiqi Yu and Yong Wang and Yigang Wang and Wei Chen and Zhiguang Zhou},
    booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2026)},
    abbr={CHI},
    year = {2026},
    preview = {26_CHI_HyperMOOC.png},
    pdf = {https://arxiv.org/pdf/2509.08404},
    website = {https://hypermooc.github.io/HyperMOOC/},
}

@article{Ruan2026Towards,
    title = {Towards Explainable Quantum AI: Informing the Encoder Selection of Quantum Neural Networks via Visualization},
    author = {Shaolun Ruan and Feng Liang and Rohan Ramakrishna and Chao Ren and Rudai Yan and Qiang Guan and Jiannan Li and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics (PacificVis 26-TVCG Track)},
    abbr={TVCG},
    year = {2026},
    preview = {26_TVCG_Towards.png},
    pdf = {https://arxiv.org/pdf/2512.14181},
    website={https://q-encoder-vis.vercel.app/},
}

@article{Manusha2026Compendia,
    title = {Compendia: Automated Visual Storytelling Generation from Online Article Collection},
    author = {Manusha Karunathilaka and Litian Lei and Yiming Gao and Yong Wang and Jiannan Li},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    abbr={TVCG},
    year = {2026},
    preview = {26_TVCG_Compendia.png},
    pdf = {https://yong-wang.org/publication/26-TVCG-Compendia.pdf},
    website={https://q-encoder-vis.vercel.app/},
}

@inproceedings{Can2026Athanor,
    title = {From Static to Interactive: Authoring Interactive Visualizations via Natural Language},
    author = {Can Liu and Jaeuk Lee and Tianhe Chen and Zhibang Jiang and Xiaolin Wen and Yong Wang},
    booktitle = {Proceedings of 2026 IEEE Pacific Visualization Conference (PacificVis 2026)},
    abbr={PacificVis},
    year = {2026},
    preview = {26_PacificVis_Athanor.png},
    pdf = {https://arxiv.org/pdf/2601.17736},
    website={https://authorvisinter.github.io/},
    award = {🏆 Best Paper Award},
}


@article{Wen2025PrettiSmart,
    title = {PrettiSmart: Visual Interpretation of Smart Contracts via Simulation},
    author = {Xiaolin Wen and Tai D. Nguyen and Lun Zhang and Jun Sun and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics (PacificVis 25 TVCG Track)},
    year = {2025},
    preview = {25-PVIS-TVCG-PrettiSmart.png},
    abbr={TVCG},
    pdf = {https://arxiv.org/pdf/2412.18484},
    website={https://wenxiaolin.com/_pages/prettismart.html},
    award = {🏅 Best Paper Honorable Mention Award},
}

@article{Ruan2025Quanlitative,
    title = {Qualitative Study for LLM-assisted Design Study Process: Strategies, Challenges, and Roles},
    author = {Shaolun Ruan and Rui Sheng and Xiaolin Wen and Jiachen Wang and Tianyi Zhang and Yong Wang and Tim Dwyer and Jiannan Li},
    journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2025)},
    year = {2025},
    preview = {25-VIS-LLM-DesignStudy.png},
    abbr={TVCG},
    pdf = {https://arxiv.org/pdf/2507.10024},
    award = {🏅 Best Paper Honorable Mention Award},
}

@article{Wen2025Envisage,
    title = {Envisage: Towards Expressive Visual Graph Querying},
    author = {Xiaolin Wen and Qishuang Fu and Shuangyue Han and Yicen Guo and Joseph Liu and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2025)},
    year = {2025},
    preview = {25-VIS-Envisage.png},
    abbr={TVCG},
    pdf = {https://arxiv.org/pdf/2507.11999},
    website={https://wenxiaolin.com/_pages/envisage.html},
}

@article{Wang2025TrajLens,
    title = {TrajLens: Visual Analysis for Constructing Cell Developmental
Trajectories in Cross-Sample Exploration},
    author = {Qipeng Wang and Shaolun Ruan and Rui Sheng and Yong Wang and Min Zhu and Huamin Qu},
    journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2025)},
    year = {2025},
    preview = {25-VIS-TrajLens.png},
    abbr={TVCG},
    pdf = {25-VIS-TrajLens.pdf},
}

@article{Chen2025Conch,
    title = {Conch: Competitive Debate Analysis via Visualizing Clash Points
and Hierarchical Strategies},
    author = {Qianhe Chen and Yong Wang and Yixin Yu and Xiyuan Zhu and Xuerou Yu and Ran Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2025)},
    year = {2025},
    preview = {25-VIS-Conch.png},
    abbr={TVCG},
    pdf = {25-VIS-Conch.pdf},
}



@article{Wen2025PonziLens,
    title = {PonziLens+: Visualizing Bytecode Actions for Smart Ponzi Scheme Identification},
    author = {Xiaolin Wen and Tai D. Nguyen and Shaolun Ruan and Qiaomu Shen and Jun Sun and Feida Zhu and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    year = {2025},
    abbr={TVCG},
    
    preview = {25-TVCG-PonziLens-plus.png},
    pdf = {https://yong-wang.org/publication/25-TVCG-PonziLens-plus.pdf}
}

@article{Zhou2025AdaMotif,
    title = {AdaMotif: Graph Simplification via Adaptive Motif Design},
    author = {Hong Zhou and Peifeng Lai and Zhida Sun and Xiangyuan Chen and Yang Chen and Huisi Wu and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    year = {2025},
    abbr={TVCG},
    supp={https://osf.io/pb8t3/},
    preview = {25-TVCG-VIS24-AdaMotif.png},
    pdf = {https://arxiv.org/abs/2408.16308v1},
    code = {https://github.com/lpfeng11/AdaMotif}
}

@article{Zhou2025ChartKG,
    title = {ChartKG: A Knowledge-Graph-Based Representation for Chart Images},
    author = {Zhiguang Zhou and Haoxuan Wang and Zhengqing Zhao and Fengling Zheng and Yongheng Wang and Wei Chen and Yong Wang},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    abbr={TVCG},
    year = {2025},
    
    preview = {25-TVCG-ChartKG.png},
    pdf = {https://yong-wang.org/publication/25-TVCG-ChartKG.pdf}
}

@article{Cui2025CNNGeneralization,
    title = {Generalization of CNNs on Relational Reasoning with Bar Charts},
    author = {Zhenxing Cui and Lu Chen and Yunhai Wang and Daniel Haehn and Yong Wang and Hanspeter Pfister},
    journal = {IEEE Transactions on Visualization and Computer Graphics},
    abbr={TVCG},
    year = {2025},
    preview = {25_TVCG_CNN_Generalization.jpg},
    pdf = {https://yong-wang.org/publication/25_TVCG_CNN_Generalization.pdf}
}

@inproceedings{Manusha2025Chameleon,
    title = {Chameleon: Automated Color Palette Adaptation for Dark Mode Data Visualizations},
    author = {Manusha Karunathilaka and Songheng Zhang and Anthony Tang and Kotaro Hara and Jiannan Li and Yong Wang},
    booktitle = {Proceedings of International Conference on Human-Engaged Computing (ICHEC 2025)},
    abbr={ICHEC},
    year = {2026},
    note = {To Appear},
    preview = {25_ICHEC_Chameleon.png},
    pdf = {https://arxiv.org/pdf/2512.00516},
    website={https://github.com/VIDA-Lab/Chameleon},
}

@article{gu2025IntelliCircos,
  title={IntelliCircos: A Data-driven and AI-powered Authoring Tool for Circos Plots},
  author={Mingyang Gu and Jiamin Zhu and Qipeng Wang and Fengjie Wang and Xiaolin Wen and Yong Wang and Min Zhu},
  journal={Computer Graphics Forum (Proceedings of EuroVis 2025)},
  year={2025},
  abbr={CGF},
  preview={25_EuroVis_IntelliCircos.png},
  pdf = {https://arxiv.org/pdf/2503.24021},
}


@inproceedings{liu2025simvecvis,
  title={SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding},
  author={Can Liu and Chunlin Da and Xiaoxiao Long and Yuxiao Yang and Yu Zhang and Yong Wang},
  booktitle={Proceedings of IEEE VIS (Short Paper)},
  year={2025},
  abbr={VIS-short},
  preview={25-VIS-short-SimVecVis.png},
  pdf = {25-VIS-short-SimVecVis.pdf},
}

@inproceedings{manusha2025Intuit,
  title={Intuit: Explain Quantum Computing Concepts via AR-based Analogy},
  author={Manusha Karunathilaka and Shaolun Ruan and Lin-Ping Yuan and Jiannan Li and Zhiding Liang and Kavinda Athapaththu and Qiang Guan and Yong Wang.},
  booktitle={Proceedings of CHI 2025 Late Breaking Work},
  year={2025},
  abbr={CHI-LBW},
  preview={25-CHI-EA-Intuit.png},
  pdf = {https://arxiv.org/pdf/2503.00835},
}

@inproceedings{Wu2025DataInsights,
  title={Data Insights as Data: Quick Overview and Exploration of Automated Data Insights},
  author={Shangxuan Wu and Wendi Luan and Yong Wang and Dan Zeng and Qiaomu Shen and Bo Tang},
  booktitle={Proceedings of CHI 2025 Late Breaking Work},
  year={2025},
  abbr={CHI-LBW},
  preview={25-CHI-LBW-DataInsights.png},
  pdf={https://arxiv.org/pdf/2503.07086},
}

@article{yilun2025graphLayout,
  title={How well will LLMs perform for graph layout tasks?},
  author={Yilun Fan and Xianglei Lyu and Lei Wang and Ying Zhao and Fangfang Zhou and Yong Wang.},
  journal={Visual Informatics},
  year={2025},
  abbr={VI},
  preview={25-VI-graphLayout.png},
  pdf = {https://www.sciencedirect.com/science/article/pii/S2468502X25000683},
}

@article{yuanzhi2025huge,
  title={HuGe: Towards Human-controllable Image Generation in Autonomous Driving},
  author={Yuanzhi Zeng and Shiwei Chen and Yutian Zhang and Dong Sun and Yong Wang and Haipeng Zeng.},
  journal={Visual Informatics},
  year={2025},
  abbr={VI},
  preview={25-VI-Huge.jpg},
  pdf = {https://www.sciencedirect.com/science/article/pii/S2468502X25000452#d1e2738},
}

@article{yilun2025graphLayout,
  title={FundSelector: A visual analysis system for mutual fund selection},
  author={Fan Yan and Yong Wang and Xuanwu Yue and Kam-Kwai Wong and Rong Zhang and Huamin Qu and Haiyang Zhu and Minfeng Zhu and Wei Chen.},
  journal={Visual Informatics},
  year={2025},
  abbr={VI},
  preview={25-VI-FundSelector.png},
  pdf = {https://www.sciencedirect.com/science/article/pii/S2468502X25000415},
}






@article{ruan2024violet,
  title={VIOLET: Visual Analytics for Explainable Quantum Neural Networks},
  author={Shaolun Ruan and Zhiding Liang and Qiang Guan and Paul Griffin and Xiaolin Wen and Yanna Lin and Yong Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics (PacificVis 24 TVCG track)},
  year={2024},
  abbr={TVCG},
  preview={24-PVIS-TVCG-VIOLET.png},
  pdf={https://arxiv.org/abs/2312.15276},
  code={https://violet-source.github.io/}
}

@article{ruan2024quantumeyes,
  title={QuantumEyes: Towards Better Interpretability of Quantum Circuits},
  author={Shaolun Ruan and Qiang Guan and Paul Griffin and Ying Mao and Yong Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2024},
  abbr={TVCG},
  preview={24-TVCG-QuantumEyes.png},
  website={https://quantumeyes.github.io/},
  supp = {https://www.npmjs.com/package/dandelion_chart#dandelion-chart},
  pdf={https://yong-wang.org/publication/24-TVCG-QuantumEyes.pdf}
}

@article{zhang2024adavis,
  title={AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data},
  author={Songheng Zhang and Haotian Li and Huamin Qu and Yong Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2024},
  abbr={TVCG},
  preview={24_TVCG_AdaVis.png},
  pdf={https://yong-wang.org/publication/24_TVCG_AdaVis.pdf}
}

@article{zhou2024conceptthread,
  title={ConceptThread: Visualizing Threaded Concepts in MOOC Videos},
  author={Zhiguang Zhou and Li Ye and Lihong Cai and Lei Wang and Yigang Wang and Yongheng Wang and Wei Chen and Yong Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2024},
  abbr={TVCG},
  preview={24_TVCG_ConceptThread.png},
  pdf={https://arxiv.org/pdf/2401.11132.pdf}
}


@inproceedings{ying2024vaid,
  title={VAID: Indexing View Designs in Visual Analytics System},
  author={Lu Ying and Aoyu Wu and Haotian Li and Zikun Deng and Ji Lan and Jiang Wu and Yong Wang and Huamin Qu and Dazhen Deng and Yingcai Wu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2024)},
  year={2024},
  abbr={CHI},
  preview={24_CHI_VAID.png},
  pdf={https://arxiv.org/pdf/2211.02567.pdf}
}


@article{gu2024tpickseer,
  title={T-PickSeer: Visual Analysis of Taxi Pick-up Point Selection Behavior},
  author={Shuxian Gu and Yemo Dai and Zezheng Feng and Yong Wang and Haipeng Zeng},
  journal={Journal of Visualization (Proceedings of ChinaVis 2023)},
  year={2024},
  abbr={JOV},
  preview={24_JOV_T-PickSeer.png},
  pdf={https://arxiv.org/pdf/2310.18635.pdf}
}

@article{wang2024jobviz,
  title={JobViz: Skill-driven visual exploration of job advertisements},
  author={Ran Wang and Qianhe Chen and Yong Wang and Lewei Xiong and Boyang Shen},
  journal={Visual Informatics},
  year={2024},
  abbr={VI},
  preview={24-VI-JobViz.png},
  pdf={https://www.sciencedirect.com/science/article/pii/S2468502X24000391}
}

@article{yan2024mutualfund,
  title={Visual Analysis Approach for Mutual Fund Selection},
  author={Fan Yan and Yong Wang and Xuanwu Yue and Kam-Kwai Wong and Ketian Mao and Rong Zhang and Huamin Qu and Haiyang Zhu and Minfeng Zhu and Wei Chen},
  journal={Frontiers of Computer Science (Letters)},
  year={2024},
  abbr={FCS},
  preview={24_FCS_Letter_Mutual_Fund_Selection.png},
  pdf={https://yong-wang.org/publication/24_FCS_Letter_Mutual_Fund_Selection.pdf}
}

@inproceedings{zhou2024elvit,
  title={EL-VIT: Probing Vision Transformer with Interactive Visualization},
  author={Hong Zhou and Rui Zhang and Peifeng Lai and Chaoran Guo and Yong Wang and Zhida Sun and Junjie Li},
  booktitle={Proceedings of IEEE ICDM 2023 Workshops (The Workshop on Mult-modal Data Analysis)},
  year={2024},
  abbr={ICDM},
  preview={24_ICDM_MDA_Workshop_EL-VIT.png},
  pdf={https://arxiv.org/pdf/2310.18635.pdf}
}



@article{ruan2023vacsens,
  title={VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing},
  author={Shaolun Ruan and Yong Wang and Weiwen Jiang and Ying Mao and Qiang Guan},
  journal={IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2022)},
  year={2023},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/22-IEEEVIS22-VACSEN.pdf},
  slides={https://yong-wang.org/slides/VIS22-Shaolun-VACSEN.pptx},
  website={https://vacsen.github.io/},
  preview={22-IEEEVIS22-VACSEN.png}
}

@article{xue2023taurus,
  title={Taurus: Towards A Unified Force Representation and Universal Solver for Graph Layout},
  author={Mingliang Xue and Zhi Wang and Fahai Zhong and Yong Wang and Oliver Deussen and Yunhai Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2022)},
  year={2023},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/22-IEEEVIS22-Taurus.pdf},
  website={https://taurusgl.github.io/},
  preview={22-IEEEVIS22-Taurus.png}
}


@article{wong2023anchorage,
  title={Anchorage: Visual Analysis of Satisfaction in Customer Service Videos via Anchor Events},
  author={Kam Kwai Wong and Xingbo Wang and Yong Wang and Jianben He and Rong Zhang and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2023},
  abbr={TVCG},
  pdf={https://arxiv.org/pdf/2302.06806.pdf},
  preview={23-TVCG-Anchorage.png}
}


@article{lin2023dminer,
  title={DMiner: Dashboard Design Mining and Recommendation},
  author={Yanna Lin and Haotian Li and Aoyu Wu and Yong Wang and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2023},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/23-TVCG-DMiner.pdf},
  preview={23-TVCG-DMiner.png},
  supp={https://drive.google.com/drive/folders/1ECQwC9kdfY_xim6N9g4m9Rm2Nrrwk4az?usp=sharing}
}


@inproceedings{wen2023nftdisk,
  title={NFTDisk: Visual Detection of Wash Trading in NFT Markets},
  author={Xiaolin Wen and Yong Wang and Xuanwu Yue and Feida Zhu and Min Zhu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2023)},
  year={2023},
  abbr={CHI},
  pdf={https://yong-wang.org/publication/23-CHI23_NFT_WashTrading.pdf},
  preview={23-CHI23_NFT_WashTrading.png},
  slides={https://yong-wang.org/slides/CHI23-Xiaolin-NFTDisk.pdf},
  video={https://drive.google.com/file/d/1UYalvRuwMsUcSFO73rsr50BFOA4utCSY/view?usp=sharing}
}


@inproceedings{cheng2023evolve,
  title={Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency},
  author={Ling Cheng and Feida Zhu and Yong Wang and Ruicheng Liang and Huiwen Liu},
  booktitle={Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 23)},
  year={2023},
  abbr={KDD},
  pdf={https://yong-wang.org/publication/23-kdd23-LingCheng-EvolvePathTracer.pdf},
  preview={23-KDD-EarlyDetectionOfMaliAddr.png}
}


@article{zhang2023dont,
  title={Don't Peek at My Chart: Privacy-preserving Visualization for Mobile Devices},
  author={Songheng Zhang and Dong Ma and Yong Wang},
  journal={Computer Graphics Forum (Proceedings of EuroVis 2023)},
  year={2023},
  abbr={CGF},
  pdf={https://yong-wang.org/publication/23_EuroVis23_PrivacyMobileVis.pdf},
  website={https://alexanderzsh.github.io/Privacy-preserving-visualization/},
  code={https://github.com/AlexanderZsh/Privacy-preserving-visualization},
  preview={23_EuroVis23_PrivacyMobileVis.png}
}



@article{ruan2023venus,
  title={VENUS: A Geometrical Representation for Quantum State Visualization},
  author={Shaolun Ruan and Ribo Yuan and Qiang Guan and Yanna Lin and Ying Mao and Weiwen Jiang and Zhepeng Wang and Wei Xu and Yong Wang},
  journal={Computer Graphics Forum (Proceedings of EuroVis 2023)},
  year={2023},
  abbr={CGF},
  pdf={https://arxiv.org/pdf/2303.08366.pdf},
  website={https://venus-page.github.io/},
  code= {https://github.com/vacsensystem/vacsensystem.github.io},
  slides={https://yong-wang.org/slides/EuroVis23-ShaolunRuan-VENUS.pdf},
  preview={23_EuroVis23_VENUS.png}
}


@article{zhang2023ifundit,
  title={iFUNDit: Visual Profiling of Fund Investment Styles},
  author={Rong Zhang and Bon Kyung Ku and Yong Wang and Xuanwu Yue and Siyuan Liu and Ke Li and Huamin Qu},
  journal={Computer Graphics Forum},
  year={2023},
  abbr={CGF},
  pdf={https://yong-wang.org/publication/23-CGF-iFUNDit.pdf},
  preview={23-CGF-iFUNDit.png}
}




@inproceedings{wang2023llm4vis,
  title={LLM4Vis: Explainable Visualization Recommendation using ChatGPT},
  author={Lei Wang and Songheng Zhang and Yun Wang and Ee-Peng Lim and Yong Wang},
  booktitle={Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) (Industry Track)},
  year={2023},
  abbr={EMNLP},
  pdf={https://yong-wang.org/publication/23-EMNLP23-LLM4Vis.pdf},
  preview={23-EMNLP23-LLM4Vis.png},
  award = {🏅 Oral Presentation (6 out of 77 accepted papers (7.7%))},
}




@article{cheng2023from,
  title={From Asset Flow to Status, Action and Intention Discovery: Early Malice Detection in Cryptocurrency},
  author={Ling Cheng and Feida Zhu and Yong Wang and Ruicheng Liang and Huiwen Liu},
  journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
  year={2023},
  abbr={TKDD},
  pdf={https://yong-wang.org/publication/24-TKDD-AssetFlow2IntensionDiscovery.pdf},
  preview={24-TKDD-AssetFlow2IntensionDiscovery.png}
}

@inproceedings{wen2023code,
  title={Code Will Tell: Visual Identification of Ponzi Schemes on Ethereum},
  author={Xiaolin Wen and Kim Siang Yeo and Yong Wang and Ling Cheng and Feida Zhu and Min Zhu},
  booktitle={Proceedings of CHI 2023 Late Breaking Work},
  year={2023},
  abbr={CHI-LBW},
  pdf={https://yong-wang.org/publication/23_CHI-EA_Ponzi_Scheme.pdf},
  preview={23_CHI-EA_Ponzi_Scheme.png}
}


@inproceedings{chen2023real,
  title={REAL: A Representative Error Driven Approach for Active Learning},
  author={Cheng Chen and Yong Wang and Lizi Liao and Yueguo Chen and Xiaoyong Du},
  booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023 (ECML/PKDD 2023)},
  year={2023},
  abbr={ECML/PKDD},
  pdf={https://arxiv.org/pdf/2307.00968.pdf},
  code={https://github.com/withchencheng/ECML_PKDD_23_Real},
  preview={23-ECMLPKDD-REAL.png},
  supp={https://yong-wang.org/slides/2023-PKDD:ECML23_Real.pdf}
}

@inproceedings{jin2023numgpt,
  title={NumGPT: Improving Numeracy Ability of Generative Pre-trained Models},
  author={Zhihua Jin and Xin Jiang and Xiangbo Wang and Qun Liu and Yong Wang and Xiaozhe Ren and Huamin Qu},
  booktitle={Proceedings of International Symposium on Large Language Models for Financial Services (FinLLM 2023)},
  year={2023},
  abbr={FinLLM},
  pdf={https://yong-wang.org/publication/23-FinLLM2023_NumGPT.pdf},
  preview={23-FinLLM2023_NumGPT.png},
  award = {🏅 Technology Novelty Award},
}

@article{wen2023diffseer,
  title={DiffSeer: Difference-based Dynamic Weighted Graph Visualization},
  author={Xiaolin Wen and Yong Wang and Meixuan Wu and Fengjie Wang and Xuanwu Yue and Qiaomu Shen and Yuxin Ma and Min Zhu},
  journal={IEEE Computer Graphics and Applications},
  year={2023},
  abbr={CG&A},
  pdf={https://yong-wang.org/publication/23-CGA-DiffSeer.pdf},
  website={https://diffseer.github.io/},
  preview={23-CGA-DiffSeer.png}
}




@inproceedings{cheng2023toward,
  title={Toward Intention Discovery for Early Malice Detection in Cryptocurrency},
  author={Ling Cheng and Feida Zhu and Yong Wang and Ruicheng Liang and Huiwen Liu},
  booktitle={Proceedings of the 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
  year={2023},
  abbr={SMC},
  pdf={https://yong-wang.org/publication/23-SMC-Intention-Discovery.pdf},
  slides={https://yong-wang.org/slides/23-SMC-IntentionDiscovery.pdf},
  preview={23-SMC-IntentionDiscovery.png}
}

@inproceedings{jiang2023visilience,
  title={VISILIENCE: An Interactive Visualization Framework for Resilience Analysis using Control-Flow Graph},
  author={Hailong Jiang and Shaolun Ruan and Bo Fang and Yong Wang and Qiang Guan},
  booktitle={Proceedings of the 28th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2023)},
  year={2023},
  abbr={PRDC},
  pdf={https://yong-wang.org/publication/23-PRDC23-VISILIENCE.pdf},
  slides={https://yong-wang.org/slides/23-PRDC23-VISILIENCE-slides.pdf},
  preview={23-PRDC-VISILIENCE.png}
}

@article{luo2023spatiotemporal,
  title={Spatio-temporal heterogeneity in the international trade resilience during COVID-19},
  author={Wei Luo and Lingfeng He and Zihui Yang and Shirui Zhang and Yong Wang and Dianbo Liu and Sheng Hu and Li He and Jizhe Xia and Min Chen},
  journal={Applied Geography},
  year={2023},
  abbr={AG},
  pdf={https://yong-wang.org/publication/23-AppliedGeo-TradeResilience.pdf},
  preview={23-AppliedGeo-TradeResilience.png}
}

@article{jin2022gnnlens,
  title={GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks},
  author={Zhihua Jin and Yong Wang and Qianwen Wang and Yao Ming and Tengfei Ma and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2022},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/22-TVCG_GNNLens.pdf},
  preview={tvcg2022-GNNLens.png}
}

@article{wang2022survey,
  title={A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization},
  author={Qianwen Wang and Zhutian Chen and Yong Wang and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2022},
  abbr={TVCG},
  pdf={https://arxiv.org/abs/2012.00467},
  preview={tvcg2022-ml4vs.png}
}

@article{zeng2022gesturelens,
  title={GestureLens: Visual Analysis of Gestures in Presentation Videos},
  author={Haipeng Zeng and Xingbo Wang and Yong Wang and Aoyu Wu and Ting Chuen Pong and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2022},
  abbr={TVCG},
  pdf={https://arxiv.org/abs/2204.08894},
  preview={22-TVCG22-GestureLens.png}
}

@inproceedings{li2022structureaware,
  title={Structure-aware Visualization Retrieval},
  author={Haotian Li and Yong Wang and Aoyu Wu and Huan Wei and Huamin Qu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2022)},
  year={2022},
  abbr={CHI},
  pdf={https://yong-wang.org/publication/22-CHI-VIS-Retrieval.pdf},
  preview={22-CHI-Vis-Retrieval.png},
  award = {🏅 Best Paper Honorable Mention Award},
}



@inproceedings{wu2022computableviz,
  title={ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis},
  author={Aoyu Wu and Wai Tong and Haotian Li and Dominik Moritz and Yong Wang and Huamin Qu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2022)},
  year={2022},
  abbr={CHI},
  pdf={https://arxiv.org/abs/2204.00856},
  preview={22-CHI22-ComputableViz.png}
}

@inproceedings{zhang2022whowill,
  title={Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through inSearch},
  author={Songheng Zhang and Yong Wang and Haotian Li and Wanyu Zhang},
  booktitle={Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems},
  year={2022},
  abbr={CHI-LBW},
  pdf={https://yong-wang.org/publication/22-CHI22-LBW-iSearch.pdf},
  preview={22-CHI22-LBW-iSearch.png}
}

@inproceedings{wang2022rumorlens,
  title={RumorLens: Interactive Analysis and Validation of Suspected Rumors on Social Media},
  author={Ran Wang and Kehan Du and Qianhe Chen and Yifei Zhao and Mojie Tang and Hongxi Tao and Shipan Wang and Yiyao Li and Yong Wang},
  booktitle={Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems},
  year={2022},
  abbr={CHI-LBW},
  pdf={https://arxiv.org/abs/2203.03098},
  preview={22-CHI22-LBW-RumorLens.png}
}

@inproceedings{tsung2022blocklens,
  title={BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments},
  author={Sean Tsung and Huan Wei and Haotian Li and Yong Wang and Meng Xia and Huamin Qu},
  booktitle={Proceedings of Learning at Scale 2022 (Work In Progress)},
  year={2022},
  abbr={L@S},
  pdf={https://yong-wang.org/publication/22-L@S22-BlockLens.pdf},
  preview={22-L@S22-BlockLens.png}
}



@inproceedings{ruan2022batchlens,
  title={BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems},
  author={Shaolun Ruan and Yong Wang and Hailong Jiang and Weijia Xu and Qiang Guan},
  booktitle={Proceedings of Design, Automation and Test in Europe Conference (DATE) 2022},
  year={2022},
  abbr={DATE},
  pdf={https://yong-wang.org/publication/22-IEEE_DATE_BatchLens.pdf},
  preview={22-DATE-BatchLens.png}
}

@article{zhou2022survey,
  title={A Survey on Visual Analysis of Massive Open Online Courses (MOOC) Data},
  author={Zhiguang Zhou and Saqing Wang and Yuhua Liu and Yong Wang and Yigang Wang},
  journal={Journal of Computer-Aided Design and Computer Graphics},
  year={2022},
  abbr={CAD&CG},
  pdf={https://yong-wang.org/publication/23-CADCG-MOOC-Survey.pdf},
  preview={CHI2021-online-proctoring.png}
}

@article{li2021kg4vis,
  title={KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation},
  author={Haotian Li and Yong Wang and Songheng Zhang and Yangqiu Song and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2021)},
  year={2021},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/21-TVCG-KG4VIS.pdf},
  preview={vis21-kg4vis.png},
  award = {🏅 Best Paper Honorable Mention Award},
}

@article{wang2021m2lens,
  title={M^2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis},
  author={Xingbo Wang and Jianben He and Zhihua Jin and Muqiao Yang and Yong Wang and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2021)},
  year={2021},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/21-TVCG-M2Lens.pdf},
  preview={vis21-M2Lens.png},
  award = {🏅 Best Paper Honorable Mention Award},
}


@article{xia2020qlens,
  title={QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design},
  author={Meng Xia and Reshika P Velumani and Yong Wang and Huamin Qu and Xiaojuan Ma},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2020},
  abbr={TVCG},
  pdf={https://arxiv.org/abs/2009.12833},
  preview={vis2020-QLens.png}
}

@article{lin2020taxthemis,
  title={TaxThemis: Interactive Mining and Exploration of Suspicious Tax Evasion Group},
  author={Yating Lin and Kamkwai Wong and Yong Wang and Rong Zhang and Bo Dong and Huamin Qu and Qinghua Zheng},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2020},
  abbr={TVCG},
  pdf={https://arxiv.org/abs/2009.03179},
  preview={vis2020-taxthemis.png}
}

@article{wang2021dehumor,
  title={DeHumor: Visual Analytics for Decomposing Humor},
  author={Xingbo Wang and Yao Ming and Tongshuang Wu and Haipeng Zeng and Yong Wang and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2021},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/21-TVCG-DeHumor.pdf},
  preview={tvcg-dehumor.png}
}

@article{wang2020visualanalysis,
  title={Visual Analysis of Discrimination in Machine Learning},
  author={Qianwen Wang and Zhenghua Xu and Zhutian Chen and Yong Wang and Shixia Liu and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2020},
  abbr={TVCG},
  pdf={https://arxiv.org/abs/2007.15182},
  preview={vis2020-discrilens.png}
}


@article{zeng2020emotioncues,
  title={EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos},
  author={Haipeng Zeng and Xinhuan Shu and Yanbang Wang and Yong Wang and Liguo Zhang and Ting-Chuen Pong and Huamin Qu},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2020},
  abbr={TVCG},
  pdf={https://yong-wang.org/publication/emotioncues_tvcg20_paper.pdf},
  preview={emotioncues_tvcg20_paper.png}
}

@inproceedings{tsang2020tradao,
  title={TradAO: A Visual Analytics System for Trading Algorithm Optimization},
  author={Ka Wing Tsang and Haotian Li and Fuk Ming Lam and Yifan Mu and Yong Wang and Huamin Qu},
  booktitle={Proceedings of IEEE VIS 2020},
  year={2020},
  abbr={VIS},
  pdf={https://arxiv.org/abs/2008.11319},
  preview={vis2020-tradao.png}
}




@inproceedings{wang2020voicecoach,
  title={VoiceCoach: Interactive Evidence-based Training for Voice Modulation Skills in Public Speaking},
  author={Xingbo Wang and Haipeng Zeng and Yong Wang and Aoyu Wu and Zhida Sun and Xiaojuan Ma and Huamin Qu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2020)},
  year={2020},
  abbr={CHI},
  pdf={https://yong-wang.org/publication/voicecoach_chi20_paper.pdf},
  preview={voiceCoach_chi20_paper.png}
}

@inproceedings{li2021visualanalytics,
  title={A Visual Analytics Approach to Facilitate the Proctoring of Online Exams},
  author={Haotian Li and Min Xu and Yong Wang and Huan Wei and Huamin Qu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2021)},
  year={2021},
  abbr={CHI},
  pdf={https://yong-wang.org/publication/CHI2021-online-proctoring.pdf},
  preview={CHI2021-online-proctoring.png}
}


@inproceedings{ruan2021intercept,
  title={Intercept Graph: An Interactive Radial Visualization for Comparison of State Changes},
  author={Shaolun Ruan and Yong Wang and Qiang Guan},
  booktitle={Proceedings of IEEE VIS 2021 (Short Paper)},
  year={2021},
  abbr={VIS-short},
  pdf={https://yong-wang.org/publication/21-VIS-InterceptGraph.pdf},
  preview={vis21-Intercept-Graph.png}
}


@inproceedings{sun2020dfseer,
  title={DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting},
  author={Dong Sun and Zezheng Feng and Yuanzhe Chen and Yong Wang and Jia Zeng and Mingxuan Yuan and Ting-Chuen Pong and Huamin Qu},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2020)},
  year={2020},
  abbr={CHI},
  pdf={https://yong-wang.org/publication/DFSeer_CHI_2020.pdf},
  preview={DFSeer_CHI_2020.png}
}





@article{yue2021iquant,
  title={iQUANT: Interactive Quantitative Investment Using Sparse Regression Factors},
  author={Xuanwu Yue and Qiao Gu and Deyun Wang and Huamin Qu and Yong Wang},
  journal={Computer Graphics Forum (Proceedings of EuroVis 2021)},
  year={2021},
  abbr={CGF},
  pdf={https://yong-wang.org/publication/21-EuroVis-iQuant.pdf},
  preview={eurovis2021-iQuant.png}
}


@inproceedings{li2020peerinspired,
  title={Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network},
  author={Haotian Li and Huan Wei and Yong Wang and Yangqiu Song and Huamin Qu},
  booktitle={Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020)},
  year={2020},
  abbr={CIKM},
  pdf={https://yong-wang.org/publication/CIKM2020-student-performance-prediction.pdf},
  preview={cikm2020-RRGCN.png}
}



@inproceedings{puri2020rankbooster,
  title={RankBooster: Visual Analysis of Ranking Predictions},
  author={Abishek Puri and Bon Kyung Ku and Yong Wang and Huamin Qu},
  booktitle={Proceedings of EuroVis 2020 (Short Paper)},
  year={2020},
  abbr={EuroVis
  },
  pdf={https://yong-wang.org/publication/RankBooster-eurovis20.pdf},
  preview={RankBooster-eurovis20.png}
}


@inproceedings{wei2020predicting,
  title={Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features},
  author={Huan Wei and Haotian Li and Meng Xia and Yong Wang and Huamin Qu},
  booktitle={Proceedings of the 10th International Learning Analytics and Knowledge Conference (LAK20)},
  year={2020},
  abbr={LAK},
  pdf={https://yong-wang.org/publication/student_performance_prediction_LAK20.pdf},
  preview={student_performance_prediction_lak20.png}
}