Dongyu Liu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 45

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

VAST

CHI Extended Abstracts

George Mason University, Fairfax, Virginia, USA (PHD)

Education History

George Mason University, Fairfax, Virginia, USA

PHD

Publications

Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
Beep: Balancing Effectiveness and Efficiency when Finding Multivariate Patterns in Racket Sports. CoRR (2023)
Dongyu Liu, Linhou Bai, Wei Wang, Changchun Liang, Pengfei Xin
Design and Practice of Space Station Manipulator Inspecting for Berthing Manned Spacecraft. ICIRA (8) (2023)
Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Alexandra Zytek, Wei-En Wang, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni
Pyreal: A Framework for Interpretable ML Explanations. CoRR (2023)
Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports. CoRR (2022)
Sarah Alnegheimish, Dongyu Liu, Carles Sala, Laure Berti-Équille, Kalyan Veeramachaneni
Sintel: A Machine Learning Framework to Extract Insights from Signals. CoRR (2022)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni
The Need for Interpretable Features: Motivation and Taxonomy. CoRR (2022)
Baoping Jiang, Dongyu Liu, Hamid Reza Karimi, Bo Li
RBF Neural Network Sliding Mode Control for Passification of Nonlinear Time-Varying Delay Systems with Application to Offshore Cranes. Sensors 22 (14) (2022)
Minjun Dai, Yongsheng Li, Yong Wen, Dongyu Liu, Honglin Chen
Blockchain-Based Social Network Access Control Mechanism. BlockSys (2022)
Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni
The Need for Interpretable Features: Motivation and Taxonomy. SIGKDD Explor. 24 (1) (2022)
Sarah Alnegheimish, Dongyu Liu, Carles Sala, Laure Berti-Équille, Kalyan Veeramachaneni
Sintel: A Machine Learning Framework to Extract Insights from Signals. SIGMOD Conference (2022)
Lawrence Wong, Dongyu Liu, Laure Berti-Équille, Sarah Alnegheimish, Kalyan Veeramachaneni
AER: Auto-Encoder with Regression for Time Series Anomaly Detection. CoRR (2022)
Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni
Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek, Kalyan Veeramachaneni
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Lawrence Wong, Dongyu Liu, Laure Berti-Équille, Sarah Alnegheimish, Kalyan Veeramachaneni
AER: Auto-Encoder with Regression for Time Series Anomaly Detection. Big Data (2022)
Jiang Wu, Dongyu Liu, Ziyang Guo, Qingyang Xu, Yingcai Wu
TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Dongyu Liu, Kalyan Veeramachaneni, Alexander Geiger, Victor O. K. Li, Huamin Qu
AQEyes: Visual Analytics for Anomaly Detection and Examination of Air Quality Data. CoRR (2021)
Dongyu Liu, Sanne J. van den Boom, Angelo Simone, Alejandro M. Aragón
An interface-enriched generalized finite element formulation for locking-free coupling of non-conforming discretizations and contact. CoRR (2021)
Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni
Sibyl: Explaining Machine Learning Models for High-Stakes Decision Making. CHI Extended Abstracts (2021)
Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek, Kalyan Veeramachaneni
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series. CoRR (2021)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models. CoRR (2021)
Anqi Cao, Xiao Xie, Ji Lan, Huihua Lu, Xinli Hou, Jiachen Wang, Hui Zhang, Dongyu Liu, Yingcai Wu
MIG-Viewer: Visual analytics of soccer player migration. Vis. Informatics 5 (3) (2021)
Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni
Understanding the Usability Challenges of Machine Learning In High-Stakes Decision Making. CoRR (2021)
Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks. CoRR (2020)
Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Dongyu Liu, Mansour Alsaleh, Kalyan Veeramachaneni
Cardea: An Open Automated Machine Learning Framework for Electronic Health Records. CoRR (2020)
Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Dongyu Liu, Mansour Alsaleh, Kalyan Veeramachaneni
Cardea: An Open Automated Machine Learning Framework for Electronic Health Records. DSAA (2020)
Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks. IEEE BigData (2020)
Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni
Understanding User-Bot Interactions for Small-Scale Automation in Open-Source Development. CHI Extended Abstracts (2020)
Xiaohui Tian, Mengyin Fu, Yi Yang, Meiling Wang, Dongyu Liu
Local Smooth Path Planning for Turning Around in Narrow Environment. ISIE (2019)
Wei Geng, Dongyu Liu, Xiu Cao
A Power Anomaly Detection Architecture Based on DNN. CSAE (2019)
Dongyu Liu, Weiwei Cui, Kai Jin, Yuxiao Guo, Huamin Qu
DeepTracker: Visualizing the Training Process of Convolutional Neural Networks. ACM Trans. Intell. Syst. Technol. 10 (1) (2019)
Dongyu Liu, Panpan Xu, Liu Ren
TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Dongyu Liu, Hong Liu, Yechao Liu, Zhiqi Li
Research on Impedance Control of Flexible Joint Space Manipulator On-Orbit Servicing. ROBIO (2019)
Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning. CHI (2019)
Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning. CoRR (2019)
Dongyu Liu, Zexu Li, Zeyu Hu, Yong Li
Distributed Reinforcement Learning for Quality-of-Service Routing in Wireless Device-to-device Networks. ICCC Workshops (2018)
Dongyu Liu, Weiwei Cui, Kai Jin, Yuxiao Guo, Huamin Qu
DeepTracker: Visualizing the Training Process of Convolutional Neural Networks. CoRR (2018)
Dongyu Liu, Hong Liu, Bainan Zhang, Yu He, Chao Luo, Yiwei Liu
Research on Space Manipulator System Man Machine Cooperation On-Orbit Operation Mode and Ground Test. ICIRA (3) (2017)
Dongyu Liu, Fangzhou Guo, Bowen Deng, Huamin Qu, Yingcai Wu
egoComp: A node-link-based technique for visual comparison of ego-networks. Inf. Vis. 16 (3) (2017)
Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Qing Chen, Yuanzhe Chen, Dongyu Liu, Conglei Shi, Yingcai Wu, Huamin Qu
PeakVizor: Visual Analytics of Peaks in Video Clickstreams from Massive Open Online Courses. IEEE Trans. Vis. Comput. Graph. 22 (10) (2016)
Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu
ParkVis: Visual analytic system for population movement in DinoFun World. VAST (2015)
Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu
ParkVis: Visual analytic system for communication data in DinoFun World. VAST (2015)
Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu
ParkVis: A visual analytic system for anomaly detection in DinoFun World. VAST (2015)
Hongxin Zhang, Dongyu Liu, Changhan Wang
InSide: Interactive Sketching for Image Database Exploration. CAD/Graphics (2013)
Dongyu Liu, Fei Li, Bo Shen, Songqing Chen
Building an efficient transcoding overlay for P2P streaming to heterogeneous devices. ACM Trans. Multim. Comput. Commun. Appl. 8 (S1) (2012)
Dongyu Liu, Fei Li, Songqing Chen
Towards Optimal Resource Utilization in Heterogeneous P2P Streaming. ICDCS (2009)
Dongyu Liu, Songqing Chen, Bo Shen
Modeling and Optimization of Meta-Caching Assisted Transcoding. IEEE Trans. Multim. 10 (8) (2008)
Shiping Chen, Dongyu Liu, Songqing Chen, Sushil Jajodia
V-COPS: A Vulnerability-Based Cooperative Alert Distribution System. ACSAC (2006)
Dongyu Liu, Songqing Chen, Bo Shen
AMTrac: adaptive meta-caching for transcoding. NOSSDAV (2006)

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Publication Activity (10 Years)

Top Topics

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Dongyu Liu