Qiaomu's Publications

2024

CheetahTraj: Efficient Visualization for Large Trajectory Dataset with Quality Guarantee

Qiaomu Shen, Chaozu Zhang, Xiao Yan, Chuan Yang, Dan Zeng, Wei Zeng, Bo Tang

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024.

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MetroBUX: A Topology-based Visual Analytics for Bus Operational Uncertainty EXploration

Shishi Xiao, Qing Shi, Lingdan Shao, Bo Du, Yang Wang, Qiaomu Shen, Wei Zeng,

IEEE Transactions on Intelligent Transportation Systems (TITS), 2024.

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2023

QEVIS: Multi-grained Visualization of Distributed Query Execution.

Qiaomu Shen, Zhengxin You, Xiao Yan, Chaozu Zhang, Ke Xu, Dan Zeng, Jianbin Qin, Bo Tang

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023.

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Data-Scarce Animal Face Alignment via Bi-Directional Cross-Species Knowledge Transfer.

Dan Zeng, Shanchuan Hong, Shuiwang Li, Qiaomu Shen#, Bo Tang.

Proceedings of the 31th ACM international conference on multimedia (MM), 2023.

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DiffSeer: Difference-Based Dynamic Weighted Graph Visualization.

Xiaolin Wen, Yong Wang, Meixuan Wu, Fengjie Wang, Xuanwu Yue, Qiaomu Shen, Yuxin Ma, Min Zhu.

IEEE Computer Graphics and Applications (CG&A), 2023.

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DHive: Query Execution Performance Analysis via Dataflow in Apache Hive.

Chaozu Zhang, Qiaomu Shen, Bo Tang.

Proceedings of the 49th International Conference on Very Large Data Bases (PVLDB, Demo).

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Analyzing and Combating Attribute Bias for Face Restoration.

Zelin Li, Dan Zeng, Xiao Yan, Qiaomu Shen, Bo Tang.

Proceedings of 32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023.

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2022

GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive.

Haotian Liu, Bo Tang, Jiashu Zhang, Yangshen Deng, Xinying Zheng, Qiaomu Shen, Xiao Yan...

Proceedings of the ACM Conference on Management of Data (SIGMOD, Demo), 2022.

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CheetahKG: A Demonstration for Core-based Top-k Frequent Pattern Discovery on Knowledge Graphs.

Bo Tang, Zeng Jian, Qiandong Tang, Chuan Yang, Qiaomu Shen, Leong Hou U, Xiao Yan, Dan Zeng.

Proceedings of the 2022 IEEE 38th International Conference on Data Engineering(ICDE, Demo), 2022.

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2020

Visual Interpretation of Recurrent Neural Network on Multi-dimensional Time-series Forecast.

Qiaomu Shen, Yanhong Wu, Yuzhe Jiang, Wei Zeng, KH Alexis, Anna Vianova, Huamin Qu.

2020 IEEE Pacific visualization symposium (PacificVis), 2020.

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CheetahVIS: A Visual Analytical System for Large Urban Bus Data.

Wentao Ning, Qiandong Tang, Yi Zhao, Chuan Yang, Xiaofeng Wang, Teng Wang, Haotian Liu, Chaozu Zhang, Zhiyuan Zhou, Qiaomu Shen, Bo Tang.

Proceedings of the 46th International Conference on Very Large Database(PVLDB, Demo), 2020.

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PRAISE-HK: A personalized real-time air quality informatics system for citizen participation in exposure and health risk management.

Wenwei Che, H. Christopher Frey, Jimmy C.H. Fung, Zhi Ning, Huamin Qu, Hong Kam Lo , Lei Chen, Tze-Wai Wong,... Meilan Wang, Qiaomu Shen, Wei Huang, ... Alexis K.H. Lau.

Sustainable Cities and Society, 2020.

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2019

Route-aware edge bundling for visualizing origin-destination trails in urban traffic.

Wei Zeng, Qiaomu Shen#, Yuzhe Jiang, Alexandru Telea.

Computer Graphics Forum (Proc. EuroVis 2019), 2019.

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The visual quality of streets: A human-centred continuous measurement based on machine learning algorithms and street view images.

Yu Ye, Wei Zeng, Qiaomu Shen, Xiaohu Zhang, Yi Lu.

Environment and Planning B: Urban Analytics and City Science, 2019.

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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 (CHI), 2019.

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2017

StreetVizor: Visual exploration of human-scale urban forms based on street views.

Qiaomu Shen, Wei Zeng, Yu Ye, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard, Huamin Qu.

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2017.

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Spatio-temporal flow maps for visualizing movement and contact patterns.

Bing Ni, Qiaomu Shen, Jiayi Xu, Huamin Qu.

Visual Informatics, 2017.

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A visual analytics approach for understanding egocentric intimacy network evolution and impact propagation in MMORPGs.

Quan Li, Qiaomu Shen, Yao Ming, Peng Xu, Yun Wang, Xiaojuan Ma, Huamin Qu.

In 2017 IEEE Pacific Visualization Symposium(PacificVis), 2017.

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2016

Nameclarifier: A visual analytics system for author name disambiguation.

Qiaomu Shen, Tongshuang Wu, Haiyan Yang, Yanhong Wu, Huamin Qu, Weiwei Cui.

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016.

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Evaluation of graph sampling: A visualization perspective.

Yanhong Wu, Nan Cao, Daniel Archambault, Qiaomu Shen, Huamin Qu, Weiwei Cui.

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016.

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MENA: Visual analysis of multivariate egocentric network evolution.

Qinglai He, Min Zhu, Binbin Lu, Hanqing Liu, Qiaomu Shen.

In 2016 International conference on virtual reality and visualization (ICVRV), 2016.

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2015

AmbiguityVis: Visualization of ambiguity in graph layouts.

Yong Wang, Qiaomu Shen, Daniel Archambault, Zhiguang Zhou, Min Zhu, Sixiao Yang, Huamin Qu.

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2015.

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Handbook of Operating System Course Projects.

Min Zhu, Lei Duan, Bo Tang, Qiaomu Shen, et.al.,

China Machine Press, ISBN: 978-7-111-48416-5, 2015.