DL
Dongyu Liu
cs.HCcs.LGcs.AIstat.MLComputer Graphicscs.CVcs.CLcs.CYcs.DBcs.MM
On Valency
published · living versionsW_jxt3r4nw·v1 · currentpublished
CATF: A Manager-Worker Framework for Context-Aware Time-Series Forecasting
with Yueqiao Chen
1 version
Preprints & journals
37 papers in the corpus · 2015–2026Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation2609.10923v1 · Hsiao-Ying Lu, Dongyu Liu, Kwan-Liu Ma2026 · 0 citationsarXiv
ConceptTS: LLM-Guided Concept Bottlenecks for Interpretable Multivariate Time-Series Forecasting2608.21277v1 · Yichen Jiang, Yueqiao Chen, Dongyu Liu2026 · 0 citationsarXiv
Constraint-Aware Synthetic Tabular Data Generation via Inter-Column Constraint Discovery with LLM Agents2608.15109v1 · Jianxing Zhao, Mao Guan, Dongyu Liu2026 · 0 citationsarXiv
DELUGE: Towards Continental-Scale Daily Pluvial Flood Damage Prediction via Interpretable Conditioning on Foundation Model Embeddings2607.16050v1 · Yuya Kawakami, Daniel Cayan, Dongyu Liu et al.2026 · 0 citationsarXiv
Plover: Steering GUI Agents through Plan-Centric Interaction2607.15193v1 · Madhumitha Venkatesan, Shicheng Wen, Jiajing Guo et al.2026 · 0 citationsarXiv
ShapeTalk: Combining Natural Language and Sketch for Time-Series Pattern Querying2607.07073v1 · Guoruizhe Sun, Yueqiao Chen, Emily Guo et al.2026 · 0 citationsarXiv
VEIL: How Visual Encoding Hijacking Induces Bias In Vision Models2607.05641v1 · Suranjana Sooraj, Xuyang Chen, Madhumitha Venkatesan et al.2026 · 0 citationsarXiv
VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations2604.27259v1 · Madhumitha Venkatesan, Xuyang Chen, Dongyu Liu2026 · 0 citationsarXiv
EMINDS: Understanding User Behavior Progression for Mental Health Exploration on Social Media.41223105 · Sheng, Rui, Wang, Yifang, Wang, Xingbo et al.2025 · 1 citationIEEE transactions on visualization and computer graphics. 2025;PP
SigTime: Learning and Visually Explaining Time Series Signatures.41406273 · Huang, Yu-Chia, Chen, Juntong, Liu, Dongyu et al.2025 · 0 citationsIEEE transactions on visualization and computer graphics. 2025;PP
ClimateSOM: a Visual Analysis Workflow for Climate Ensemble Datasets.41308092 · Kawakami, Yuya, Cayan, Daniel, Liu, Dongyu et al.2025 · 0 citationsIEEE transactions on visualization and computer graphics. 2025;PP
Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data2508.06484v1 · Yuvraj Virk, Dongyu Liu2025 · 0 citationsarXiv
Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for Heat Risk Management.40622822 · Li, Haobo, Kam-Kwai, Wong, Luo, Yan et al.2025 · 7 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):8928-8943
VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents2506.21582v5 · Sam Yu-Te Lee, Chenyang Ji, Shicheng Wen et al.2025 · 0 citationsarXiv
InclusiViz : Visual Analytics of Human Mobility Data for Understanding and Mitigating Urban Segregation.40327496 · Yu, Yue, Wang, Yifang, Zhang, Yongjun et al.2025 · 4 citationsIEEE transactions on visualization and computer graphics. 2025;31(6):3836-3849
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions2503.04110v2 · Juntong Chen, Jiang Wu, Jiajing Guo et al.2025 · 8 citationsarXiv
Towards Dataset-Scale and Feature-Oriented Evaluation of Text Summarization in Large Language Model Prompts.39250398 · Lee, Sam Yu-Te, Bahukhandi, Aryaman, Liu, Dongyu et al.2025 · 17 citationsIEEE transactions on visualization and computer graphics. 2025;31(1):481-491
SpreadLine: Visualizing Egocentric Dynamic Influence.39269806 · Kuo, Yun-Hsin, Liu, Dongyu, Ma, Kwan-Liu2025 · 5 citationsIEEE transactions on visualization and computer graphics. 2025;31(1):1050-1060
CATP: Context-Aware Trajectory Prediction with Competition Symbiosis2407.07328v1 · Jiang Wu, Dongyu Liu, Yuchen Lin et al.2024 · 1 citationarXiv
Pyreal: A Framework for Interpretable ML Explanations2312.13084v1 · Alexandra Zytek, Wei-En Wang, Dongyu Liu et al.2023 · 0 citationsarXiv
Beep: Balancing Effectiveness and Efficiency when Finding Multivariate Patterns in Racket Sports2307.11780v2 · Jiang Wu, Dongyu Liu, Ziyang Guo et al.2023 · 0 citationsarXiv
AER: Auto-Encoder with Regression for Time Series Anomaly Detection2212.13558v1 · Lawrence Wong, Dongyu Liu, Laure Berti-Equille et al.2022 · 43 citationsarXiv
RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports.36179006 · Wu, Jiang, Liu, Dongyu, Guo, Ziyang et al.2023 · 15 citationsIEEE transactions on visualization and computer graphics. 2023;29(1):940-950
Sintel: A Machine Learning Framework to Extract Insights from Signals2204.09108v1 · Sarah Alnegheimish, Dongyu Liu, Carles Sala et al.2022 · 23 citationsarXiv
The Need for Interpretable Features: Motivation and Taxonomy2202.11748v1 · Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu et al.2022 · 3 citationsarXiv
TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports.34587062 · Wu, Jiang, Liu, Dongyu, Guo, Ziyang et al.2022 · 58 citationsIEEE transactions on visualization and computer graphics. 2022;28(1):835-845
Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making.34587081 · Zytek, Alexandra, Liu, Dongyu, Vaithianathan, Rhema et al.2022 · 62 citationsIEEE transactions on visualization and computer graphics. 2022;28(1):1161-1171
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models.34596543 · Cheng, Furui, Liu, Dongyu, Du, Fan et al.2022 · 54 citationsIEEE transactions on visualization and computer graphics. 2022;28(1):378-388
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series2112.05734v1 · Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek et al.2021 · 28 citationsarXiv
AQEyes: Visual Analytics for Anomaly Detection and Examination of Air Quality Data2103.12910v1 · Dongyu Liu, Kalyan Veeramachaneni, Alexander Geiger et al.2021 · 6 citationsarXiv
Cardea: An Open Automated Machine Learning Framework for Electronic Health Records2010.00509v1 · Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa et al.2020 · 15 citationsarXiv
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks2009.07769v3 · Alexander Geiger, Dongyu Liu, Sarah Alnegheimish et al.2020 · 371 citationsarXiv
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning1902.05009v1 · Qianwen Wang, Yao Ming, Zhihua Jin et al.2019 · 111 citationsIn Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19). Association for Computing Machinery, New York, NY, USA, Paper 681, 1-12
DeepTracker: Visualizing the Training Process of Convolutional Neural Networks1808.08531v1 · Dongyu Liu, Weiwei Cui, Kai Jin et al.2018 · 24 citationsarXiv
TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis.30136965 · Liu, Dongyu, Xu, Panpan, Ren, Liu2024 · 111 citationsIEEE transactions on visualization and computer graphics. 2018
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations.27514046 · Liu, Dongyu, Weng, Di, Li, Yuhong et al.2018 · 194 citationsIEEE transactions on visualization and computer graphics. 2017;23(1):1-10
PeakVizor: Visual Analytics of Peaks in Video Clickstreams from Massive Open Online Courses.26661473 · Chen, Qing, Chen, Yuanzhe, Liu, Dongyu et al.2017 · 79 citationsIEEE transactions on visualization and computer graphics. 2016;22(10):2315-30
Career total: 56 works. 37 are in this corpus.
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