{ "author": { "name": "Dongming Han", "name_zh": "韩东明", "affiliation": "Hithink RoyalFlush AI Research Institute · Zhejiang University", "interests": [ "Code Generation & AIGC", "Information Visualization", "Visual Analytics", "Graph Visualization" ], "photo_url": "", "citedby": 327, "hindex": 10, "i10index": 11, "citedby_history": {}, "scholar_url": "https://scholar.google.com/citations?user=Mkmw3tQAAAAJ", "dblp_url": "https://dblp.org/pid/231/6878.html", "github_url": "https://github.com/woaiwodib107", "email": "dongminghan@zju.edu.cn" }, "publications": [ { "title": "Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts", "authors": "Hongkun Pan, Yuwei Wu, Wanyi Hong, Shenghui Hu, Qitong Yan, Yi Yang, Rufei Han, Changju Zhou, Minfeng Zhu, Dongming Han, Wei Chen", "year": "2026", "venue": "CoRR (arXiv preprint)", "type": "manual", "key": "journals/corr/abs-2605-01882", "citations": 0, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/corr/corr2605.html#abs-2605-01882", "pdf_url": "https://arxiv.org/pdf/2605.01882", "doi": "https://doi.org/10.48550/arXiv.2605.01882", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "A Summarization-Based Pattern-Aware Matrix Reordering Approach", "authors": "Zihan Zhou, Jiacheng Pan, Xu-Meng Wang, Dongming Han, Fangzhou Guo, Minfeng Zhu, Wei Chen", "year": "2025", "venue": "Journal of Computer Science and Technology", "type": "article", "key": "journals/jcst/ZhouPWHGZC25", "citations": 0, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/jcst/jcst40.html#ZhouPWHGZC25", "pdf_url": "https://link.springer.com/content/pdf/10.1007/s11390-025-5275-5.pdf", "doi": "https://doi.org/10.1007/s11390-025-5275-5", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "SGCR: A Specification-Grounded Framework for Trustworthy LLM Code Review", "authors": "Kai Wang, Bingcheng Mao, Shuai Jia, Yujie Ding, Dongming Han, Tianyi Ma, Bin Cao", "year": "2025", "venue": "ASE 2025 (IEEE/ACM International Conference on Automated Software Engineering)", "type": "inproceedings", "key": "conf/kbse/WangMJDHMC25", "citations": 0, "scholar_url": "", "pub_url": "https://doi.org/10.1109/ASE63991.2025.00315", "pdf_url": "https://arxiv.org/pdf/2512.17540", "doi": "https://doi.org/10.1109/ASE63991.2025.00315", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "HiVis: A Web-Based Library for Financial Data Visualizations", "title_zh": "", "authors": "Dongming Han, Rufei Han, Changjun Zhou, Ziyan Lin, Yi Hu, Yi Chai, Tianyi Ma, Haiyang Zhu, Wei Chen", "year": "2025", "venue": "ChinaVis 2025 (12th China Visualization and Visual Analytics Conference)", "citations": 0, "scholar_url": "", "pub_url": "", "pdf_url": "", "doi": "", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "first", "type": "manual" }, { "title": "Quantivine: A Visualization Approach for Large-Scale Quantum Circuit Representation and Analysis", "authors": "Zhen Wen, Yihan Liu, Siwei Tan, Jieyi Chen, Minfeng Zhu, Dongming Han, Jianwei Yin, Mingliang Xu, Wei Chen", "year": "2024", "venue": "IEEE Transactions on Visualization and Computer Graphics", "type": "article", "key": "journals/tvcg/WenLTCZHYXC24", "citations": 16, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/tvcg/tvcg30.html#WenLTCZHYXC24", "pdf_url": "https://arxiv.org/pdf/2307.08969", "doi": "https://doi.org/10.1109/TVCG.2023.3327148", "video_url": "https://www.youtube.com/watch?v=jRw1l1VCzjY", "project_url": "", "code_url": "https://github.com/MeU1024/qc-vis", "author_position": "middle", "confidence": "high", "tldr": "A scalable visualization that lets researchers explore **large-scale quantum circuits** by abstracting repetitive sub-circuits into multi-level summary glyphs." }, { "title": "Towards an understanding and explanation for mixed-initiative artificial scientific text detection", "authors": "Luoxuan Weng, Shi Liu, Hang Zhu, Jiashun Sun, Wong Kam-Kwai, Dongming Han, Minfeng Zhu, Wei Chen", "year": "2024", "venue": "Information Visualization", "type": "article", "key": "journals/ivs/WengLZSKHZC24", "citations": 4, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/ivs/ivs23.html#WengLZSKHZC24", "pdf_url": "https://arxiv.org/pdf/2304.05011", "doi": "https://doi.org/10.1177/14738716241240156", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "A visual analysis approach for data transformation via domain knowledge and intelligent models", "authors": "Haiyang Zhu, Jun Yin, Chengcan Chu, Minfeng Zhu, Yating Wei, Jiacheng Pan, Dongming Han, Xuwei Tan, Wei Chen", "year": "2024", "venue": "Multim. Syst.", "type": "article", "key": "journals/mms/ZhuYCZWPHTC24", "citations": 3, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/mms/mms30.html#ZhuYCZWPHTC24", "pdf_url": "https://link.springer.com/content/pdf/10.1007/s00530-024-01331-x.pdf", "doi": "https://doi.org/10.1007/s00530-024-01331-x", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "A visual analysis approach for data imputation via multi-party tabular data correlation strategies", "authors": "Haiyang Zhu, Dongming Han, Jiacheng Pan, Yating Wei, Yingchaojie Feng, Luoxuan Weng, Ketian Mao, Yuankai Xing, Jianshu Lv, Qiucheng Wan, Wei Chen", "year": "2024", "venue": "Frontiers of Information Technology & Electronic Engineering", "type": "article", "key": "journals/jzusc/ZhuHPWFWMXLWC24", "citations": 1, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/jzusc/jzusc25.html#ZhuHPWFWMXLWC24", "pdf_url": "https://link.springer.com/content/pdf/10.1631/FITEE.2300480.pdf", "doi": "https://doi.org/10.1631/FITEE.2300480", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "Nuwa: An Authoring Tool for Graph Visualizations", "authors": "Dongming Han, Haiyang Zhu, Wei Chen, Jiacheng Pan, Ran Chen, Xumeng Wang, Zhen Wen, Luoxuan Weng, Minfeng Zhu, Yingcai Wu, Rüdiger Westermann", "year": "2024", "venue": "PacificVis", "type": "inproceedings", "key": "conf/pacificvis/HanZCPCWWWZWW24", "citations": 0, "scholar_url": "", "pub_url": "https://dblp.org/db/conf/pacificvis/pacificvis2024.html#HanZCPCWWWZWW24", "pdf_url": "", "doi": "https://doi.org/10.1109/PacificVis60374.2024.00024", "video_url": "", "project_url": "", "code_url": "https://github.com/woaiwodib107/nuwa", "author_position": "first", "confidence": "high" }, { "title": "GraphFederator: Federated Visual Analysis for Multi-party Graphs", "authors": "Dongming Han, Haiyang Zhu, Wei Chen, Rusheng Pan, Yijing Liu, Jiehui Zhou, Haozhe Feng, Tianye Zhang, Xumeng Wang, Minfeng Zhu, Jianrong Tao, Changjie Fan, Xiaolong Luke Zhang", "year": "2024", "venue": "PacificVis", "type": "inproceedings", "key": "conf/pacificvis/HanZCPLZFZWZTFZ24", "citations": 0, "scholar_url": "", "pub_url": "https://dblp.org/db/conf/pacificvis/pacificvis2024.html#HanZCPLZFZWZTFZ24", "pdf_url": "https://arxiv.org/pdf/2008.11989", "doi": "https://doi.org/10.1109/PacificVis60374.2024.00027", "video_url": "", "project_url": "", "code_url": "", "author_position": "first", "confidence": "high" }, { "title": "Adversarial and Cooperation Tasks in Multi-Agent System with Large Language Models", "title_zh": "", "authors": "Shuai Jia, Zhe Cui, Kai Wang, Yujie Ding, Dongming Han, Tianyi Ma", "year": "2024", "venue": "IEEE International Conference on Unmanned Systems (ICUS)", "citations": 0, "scholar_url": "", "pub_url": "", "pdf_url": "", "doi": "", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "middle", "type": "manual" }, { "title": "FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance", "authors": "Jiehui Zhou, Xumeng Wang, Jie Wang, Hui Ye, Huanliang Wang, Zihan Zhou, Dongming Han, Haochao Ying, Jian Wu, Wei Chen", "year": "2023", "venue": "IEEE Transactions on Visualization and Computer Graphics", "type": "article", "key": "journals/tvcg/ZhouWWYWZHYWC23", "citations": 15, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/tvcg/tvcg29.html#ZhouWWYWZHYWC23", "pdf_url": "https://arxiv.org/pdf/2303.13491", "doi": "https://doi.org/10.1109/TVCG.2023.3261910", "video_url": "https://www.youtube.com/watch?v=PlCQhtpYylQ", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction", "authors": "Yujie Ding, Shuai Jia, Tianyi Ma, Bingcheng Mao, Xiuze Zhou, Liuliu Li, Dongming Han", "year": "2023", "venue": "CoRR", "type": "article", "key": "journals/corr/abs-2310-05627", "citations": 3, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/corr/corr2310.html#abs-2310-05627", "pdf_url": "https://arxiv.org/pdf/2310.05627", "doi": "https://doi.org/10.48550/arXiv.2310.05627", "video_url": "", "project_url": "", "code_url": "", "author_position": "last", "confidence": "high" }, { "title": "GraphDescriptor: Augmenting Node-Link Diagrams With Textual Descriptions", "authors": "Jiacheng Pan, Zihan Yan, Zihan Zhou, Xiaodong Zhao, Shenghui Cheng, Dongming Han, Jian Chen, Mingliang Xu, Wei Chen", "year": "2023", "venue": "PacificVis", "type": "inproceedings", "key": "conf/pacificvis/PanYZZCHCXC23", "citations": 2, "scholar_url": "", "pub_url": "https://dblp.org/db/conf/pacificvis/pacificvis2023.html#PanYZZCHCXC23", "pdf_url": "", "doi": "https://doi.org/10.1109/PacificVis56936.2023.00027", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "iNet: visual analysis of irregular transition in multivariate dynamic networks", "authors": "Dongming Han, Jiacheng Pan, Rusheng Pan, Dawei Zhou, Nan Cao, Jingrui He, Mingliang Xu, Wei Chen", "year": "2022", "venue": "Frontiers of Computer Science", "type": "article", "key": "journals/fcsc/HanPPZCHXC22", "citations": 12, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/fcsc/fcsc16.html#HanPPZCHXC22", "pdf_url": "https://link.springer.com/content/pdf/10.1007/s11704-020-0013-1.pdf", "doi": "https://doi.org/10.1007/s11704-020-0013-1", "video_url": "", "project_url": "", "code_url": "", "author_position": "first", "confidence": "high", "tldr": "A glyph-based visual analytics system that surfaces *irregular transitions* and rare-category anomalies in multivariate dynamic networks.", "abstract": "Anomaly detection in multivariate dynamic networks is a fundamental\nanalytical task. While many methods have been proposed for detecting\nanomalous edges or vertex attributes in single snapshots, the **transition\nbehavior** of vertices across time — the pattern by which a vertex switches\nroles or communities — remains under-studied.\n\nWe introduce **iNet**, a visual analytics system designed to identify and\nexplain *irregular transitions* in multivariate dynamic networks. iNet\nintegrates a glyph-based rare-category identifier, an interactive timeline\nview, and coordinated topology and attribute panels, enabling analysts to:\n\n1. Detect rare or anomalous transition patterns at the vertex level;\n2. Compare transition signatures across communities;\n3. Trace the network conditions that triggered each anomaly.\n\nCase studies on social networks, financial transactions, and traffic data\ndemonstrate that iNet reveals insights that are difficult to obtain with\nexisting time-series or static-graph anomaly tools." }, { "title": "Federated Multi-task Graph Learning", "authors": "Yijing Liu, Dongming Han, Jianwei Zhang, Haiyang Zhu, Mingliang Xu, Wei Chen", "year": "2022", "venue": "ACM Trans. Intell. Syst. Technol.", "type": "article", "key": "journals/tist/LiuHZZXC22", "citations": 7, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/tist/tist13.html#LiuHZZXC22", "pdf_url": "", "doi": "https://doi.org/10.1145/3527622", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "NetV.js: A web-based library for high-efficiency visualization of large-scale graphs and networks", "authors": "Dongming Han, Jiacheng Pan, Xiaodong Zhao, Wei Chen", "year": "2021", "venue": "Visual Informatics", "type": "article", "key": "journals/vi/HanPZC21", "citations": 32, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/vi/vi5.html#HanPZC21", "pdf_url": "https://www.sciencedirect.com/science/article/pii/S2468502X21000048/pdfft?md5=e26957f0ca1bde3d2ecb06f2fe857519&pid=1-s2.0-S2468502X21000048-main.pdf", "doi": "https://doi.org/10.1016/j.visinf.2021.01.002", "video_url": "", "project_url": "https://netv.zjuvag.org/", "code_url": "https://github.com/zjuvag/NetV.js", "author_position": "first", "confidence": "high" }, { "title": "A Visual Analytics Approach for Structural Differences Among Graphs via Deep Learning", "authors": "Dongming Han, Jiacheng Pan, Cong Xie, Xiaodong Zhao, Xiaonan Luo, Wei Chen", "year": "2021", "venue": "IEEE Computer Graphics and Applications", "type": "article", "key": "journals/cga/HanPXZLC21", "citations": 5, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/cga/cga41.html#HanPXZLC21", "pdf_url": "", "doi": "https://doi.org/10.1109/MCG.2021.3097799", "video_url": "", "project_url": "", "code_url": "", "author_position": "first", "confidence": "high" }, { "title": "RCAnalyzer: visual analytics of rare categories in dynamic networks", "authors": "Jiacheng Pan, Dongming Han, Fangzhou Guo, Dawei Zhou, Nan Cao, Jingrui He, Mingliang Xu, Wei Chen", "year": "2020", "venue": "Frontiers of Information Technology & Electronic Engineering", "type": "article", "key": "journals/jzusc/PanHGZCHXC20", "citations": 15, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/jzusc/jzusc21.html#PanHGZCHXC20", "pdf_url": "https://link.springer.com/content/pdf/10.1631/FITEE.1900310.pdf", "doi": "https://doi.org/10.1631/FITEE.1900310", "video_url": "", "project_url": "", "code_url": "", "author_position": "middle", "confidence": "high" }, { "title": "联邦学习可视化: 挑战与框架 (Federated-Learning Visualization: Challenges and Framework)", "title_zh": "", "authors": "潘如晟, 韩东明, 潘嘉铖, 周舒悦, 魏雅婷, 梅鸿辉, 陈为", "year": "2020", "venue": "计算机辅助设计与图形学学报 (Journal of Computer-Aided Design & Computer Graphics)", "citations": 0, "scholar_url": "", "pub_url": "", "pdf_url": "", "doi": "", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "middle", "type": "manual" }, { "title": "A Visual Analytics Approach for Structural Differences among Transportation Networks", "title_zh": "", "authors": "Dongming Han, Jiacheng Pan, Cong Xie, Xiaodong Zhao, Wei Chen", "year": "2020", "venue": "IFAC-PapersOnLine", "citations": 0, "scholar_url": "", "pub_url": "https://doi.org/10.1016/j.ifacol.2021.04.226", "pdf_url": "", "doi": "https://doi.org/10.1016/j.ifacol.2021.04.226", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "first", "type": "article" }, { "title": "Structure-Based Suggestive Exploration: A New Approach for Effective Exploration of Large Networks", "authors": "Wei Chen, Fangzhou Guo, Dongming Han, Jacheng Pan, Xiaotao Nie, Jiazhi Xia, Xiaolong Zhang", "year": "2019", "venue": "IEEE Transactions on Visualization and Computer Graphics", "type": "article", "key": "journals/tvcg/ChenGHPNXZ19", "citations": 43, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/tvcg/tvcg25.html#ChenGHPNXZ19", "pdf_url": "", "doi": "https://doi.org/10.1109/TVCG.2018.2865139", "video_url": "", "project_url": "", "code_url": "https://github.com/ZJUVAG/S3", "author_position": "middle", "confidence": "high", "abstract": "When analyzing a visualized network, users need to explore different sections of the network to gain insight. However, effective exploration of large networks is often a challenge. While various tools are available for users to explore the global and local features of a network, these tools usually require significant interaction activities, such as repetitive navigation actions to follow network nodes and edges.\n\nIn this paper, we propose a **structure-based suggestive exploration** approach to support effective exploration of large networks by suggesting appropriate structures upon user request. Encoding nodes with vectorized representations by transforming information of surrounding structures of nodes into a high dimensional space, our approach can:\n\n1. Identify similar structures within a large network;\n2. Enable user interaction with multiple similar structures simultaneously;\n3. Guide the exploration of unexplored structures.\n\nWe develop a web-based visual exploration system to incorporate this suggestive exploration approach and compare performances of our approach under different vectorizing methods and networks. We also present the usability and effectiveness of our approach through a controlled user study with two datasets." }, { "title": "RankBrushers: interactive analysis of temporal ranking ensembles", "authors": "Dongming Han, Jiacheng Pan, Fangzhou Guo, Xiaonan Luo, Yingcai Wu, Wenting Zheng, Wei Chen", "year": "2019", "venue": "J. Vis.", "type": "article", "key": "journals/jvis/HanPGLWZC19", "citations": 8, "scholar_url": "", "pub_url": "https://dblp.org/db/journals/jvis/jvis22.html#HanPGLWZC19", "pdf_url": "https://link.springer.com/content/pdf/10.1007/s12650-019-00598-x.pdf", "doi": "https://doi.org/10.1007/s12650-019-00598-x", "video_url": "https://jackie-files.oss-cn-hangzhou.aliyuncs.com/9999/ChinaVis_1185.mp4", "project_url": "", "code_url": "", "author_position": "first", "confidence": "high" }, { "title": "面向比特币交易网络的拓扑结构可视探索方法 (Topological Visual Exploration of the Bitcoin Transaction Network)", "title_zh": "", "authors": "潘嘉铖, 韩东明, 郭方舟, 郑文庭, 于金辉, 陈为", "year": "2019", "venue": "软件学报 (Journal of Software)", "citations": 0, "scholar_url": "", "pub_url": "", "pdf_url": "", "doi": "", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "middle", "type": "manual" }, { "title": "面向时序数据异常检测的可视分析综述 (A Survey on Visual Analysis of Anomaly Detection for Time-Series Data)", "title_zh": "", "authors": "韩东明, 郭方舟, 潘嘉铖, 郑文庭, 陈为", "year": "2018", "venue": "计算机研究与发展 (Journal of Computer Research and Development)", "citations": 0, "scholar_url": "", "pub_url": "", "pdf_url": "", "doi": "", "video_url": "", "project_url": "", "code_url": "", "teaser_url": "", "slides_url": "", "appendix_url": "", "award": "", "tldr": "", "abstract": "", "confidence": "high", "author_position": "first", "type": "manual" } ], "last_updated": "2026-08-10 10:35:03 CST", "source": "DBLP" }