Dongyu Liu

According to our database, Dongyu Liu authored at least 48 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Towards Dataset-Scale and Feature-Oriented Evaluation of Text Summarization in Large Language Model Prompts.

Sam Yu-Te Lee, Aryaman Bahukhandi, Dongyu Liu, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., January, 2025

SpreadLine: Visualizing Egocentric Dynamic Influence.

Yun-Hsin Kuo, Dongyu Liu, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

CATP: Context-Aware Trajectory Prediction with Competition Symbiosis.

Jiang Wu, Dongyu Liu, Yuchen Lin, Yingcai Wu

CoRR, 2024

Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for Heat Risk Management.

Haobo Li, Wong Kam-Kwai, Yan Luo, Juntong Chen, Chengzhong Liu, Yaxuan Zhang, Alexis Kai-Hon Lau, Huamin Qu, Dongyu Liu

CoRR, 2024

ORU-YOLO: A UAV Image Detection Model Optimized for Resource Utilization.

Zhecong Xing, Yuan Zhu, Weiyang Geng, Dongyu Liu, Rui Liu

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

2023

RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports.

Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., 2023

Pyreal: A Framework for Interpretable ML Explanations.

Alexandra Zytek, Wei-En Wang, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni

CoRR, 2023

Beep: Balancing Effectiveness and Efficiency when Finding Multivariate Patterns in Racket Sports.

Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu

CoRR, 2023

Design and Practice of Space Station Manipulator Inspecting for Berthing Manned Spacecraft.

Dongyu Liu, Linhou Bai, Wei Wang, Changchun Liang, Pengfei Xin

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

2022

Sibyl: Understanding and Addressing the Usability Challenges of Machine Learning In High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

IEEE Trans. Vis. Comput. Graph., 2022

TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports.

Jiang Wu, Dongyu Liu, Ziyang Guo, Qingyang Xu, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., 2022

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

IEEE Trans. Vis. Comput. Graph., 2022

The Need for Interpretable Features: Motivation and Taxonomy.

Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni

SIGKDD Explor., 2022

RBF Neural Network Sliding Mode Control for Passification of Nonlinear Time-Varying Delay Systems with Application to Offshore Cranes.

Baoping Jiang, Dongyu Liu, Hamid Reza Karimi, Bo Li

Sensors, 2022

MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series.

Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek, Kalyan Veeramachaneni

Proc. ACM Hum. Comput. Interact., 2022

Sintel: A Machine Learning Framework to Extract Insights from Signals.

Sarah Alnegheimish, Dongyu Liu, Carles Sala, Laure Berti-Équille, Kalyan Veeramachaneni

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Blockchain-Based Social Network Access Control Mechanism.

Minjun Dai, Yongsheng Li, Yong Wen, Dongyu Liu, Honglin Chen

Proceedings of the Blockchain and Trustworthy Systems - 4th International Conference, 2022

AER: Auto-Encoder with Regression for Time Series Anomaly Detection.

Lawrence Wong, Dongyu Liu, Laure Berti-Équille, Sarah Alnegheimish, Kalyan Veeramachaneni

Proceedings of the IEEE International Conference on Big Data, 2022

2021

MIG-Viewer: Visual analytics of soccer player migration.

Anqi Cao, Xiao Xie, Ji Lan, Huihua Lu, Xinli Hou, Jiachen Wang, Hui Zhang, Dongyu Liu, Yingcai Wu

Vis. Informatics, 2021

An interface-enriched generalized finite element formulation for locking-free coupling of non-conforming discretizations and contact.

Dongyu Liu, Sanne J. van den Boom, Angelo Simone, Alejandro M. Aragón

CoRR, 2021

VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

CoRR, 2021

AQEyes: Visual Analytics for Anomaly Detection and Examination of Air Quality Data.

Dongyu Liu, Kalyan Veeramachaneni, Alexander Geiger, Victor O. K. Li, Huamin Qu

CoRR, 2021

Understanding the Usability Challenges of Machine Learning In High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

CoRR, 2021

Sibyl: Explaining Machine Learning Models for High-Stakes Decision Making.

Alexandra Zytek, Dongyu Liu, Rhema Vaithianathan, Kalyan Veeramachaneni

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Cardea: An Open Automated Machine Learning Framework for Electronic Health Records.

Sarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Dongyu Liu, Mansour Alsaleh, Kalyan Veeramachaneni

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Understanding User-Bot Interactions for Small-Scale Automation in Open-Source Development.

Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks.

Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis.

Dongyu Liu, Panpan Xu, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2019

DeepTracker: Visualizing the Training Process of Convolutional Neural Networks.

Dongyu Liu, Weiwei Cui, Kai Jin, Yuxiao Guo, Huamin Qu

ACM Trans. Intell. Syst. Technol., 2019

Research on Impedance Control of Flexible Joint Space Manipulator On-Orbit Servicing.

Dongyu Liu, Hong Liu, Yechao Liu, Zhiqi Li

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Local Smooth Path Planning for Turning Around in Narrow Environment.

Xiaohui Tian, Mengyin Fu, Yi Yang, Meiling Wang, Dongyu Liu

Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

A Power Anomaly Detection Architecture Based on DNN.

Wei Geng, Dongyu Liu, Xiu Cao

Proceedings of the 3rd International Conference on Computer Science and Application Engineering, 2019

ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning.

Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Distributed Reinforcement Learning for Quality-of-Service Routing in Wireless Device-to-device Networks.

Dongyu Liu, Zexu Li, Zeyu Hu, Yong Li

Proceedings of the IEEE/CIC International Conference on Communications in China, 2018

2017

SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations.

Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., 2017

egoComp: A node-link-based technique for visual comparison of ego-networks.

Dongyu Liu, Fangzhou Guo, Bowen Deng, Huamin Qu, Yingcai Wu

Inf. Vis., 2017

Research on Space Manipulator System Man Machine Cooperation On-Orbit Operation Mode and Ground Test.

Dongyu Liu, Hong Liu, Bainan Zhang, Yu He, Chao Luo, Yiwei Liu

Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

2016

PeakVizor: Visual Analytics of Peaks in Video Clickstreams from Massive Open Online Courses.

Qing Chen, Yuanzhe Chen, Dongyu Liu, Conglei Shi, Yingcai Wu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2016

2015

ParkVis: Visual analytic system for communication data in DinoFun World.

Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

ParkVis: Visual analytic system for population movement in DinoFun World.

Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

ParkVis: A visual analytic system for anomaly detection in DinoFun World.

Abishek Puri, Dongyu Liu, Shaoyu Chen, Siwei Fu, Tianyu Wang, Yeukyin Chan, Huamin Qu

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

2013

InSide: Interactive Sketching for Image Database Exploration.

Hongxin Zhang, Dongyu Liu, Changhan Wang

Proceedings of the 2013 International Conference on Computer-Aided Design and Computer Graphics, 2013

2012

Building an efficient transcoding overlay for P2P streaming to heterogeneous devices.

Dongyu Liu, Fei Li, Bo Shen, Songqing Chen

ACM Trans. Multim. Comput. Commun. Appl., 2012

2009

Efficient Resource Management for Heterogeneous Devices Accessing Internet Streaming Content.

Dongyu Liu

PhD thesis, 2009

Towards Optimal Resource Utilization in Heterogeneous P2P Streaming.

Dongyu Liu, Fei Li, Songqing Chen

Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

2008

Modeling and Optimization of Meta-Caching Assisted Transcoding.

Dongyu Liu, Songqing Chen, Bo Shen

IEEE Trans. Multim., 2008

2006

AMTrac: adaptive meta-caching for transcoding.

Dongyu Liu, Songqing Chen, Bo Shen

Proceedings of the Network and Operating System Support for Digital Audio and Video, 2006

V-COPS: A Vulnerability-Based Cooperative Alert Distribution System.

Shiping Chen, Dongyu Liu, Songqing Chen, Sushil Jajodia

Proceedings of the 22nd Annual Computer Security Applications Conference (ACSAC 2006), 2006