Publications
| |
|  |
|
Explainable Visualization for Interactive Exploration of CNN on Wikipedia Vandal Detection, Zerong Liu and Aidong Lu,
IInternational Journal of Data Mining Science (IEEE Big Data - 5th Special Session on Intelligent Data Mining), 2019.
pdf
|
| |
|  |
|
Improving Information Sharing and Collaborative Analysis for Remote GeoSpatial Visualization Using Mixed Reality,
Tahir Mahmood, Willis Fulmer, Neelesh Mungoli, Jian Huang, Aidong Lu,
IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2019.
pdf
video
|
| |
|  |
|
Explainable Visualization of Collaborative Vandal Behaviors in Wikipedia,
Siva Sandeep Subramanian, Parab Pushparaj, Zerong Liu, Aidong Lu,
IEEE Symposium on Visualization for Cyber Security (VizSec), 2019.
pdf
|
| |
|  |
|
Dynamic Anomaly Detection using Vector Autoregressive Model,
Y. Li, A. Lu, X. Wu and S. Yuan,
Proceedings of the of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019.
pdf
|
| |
| |
|
One-Class Adversarial Nets for Fraud Detection,
P. Zheng, S. Yuan, X. Wu, J. Li and A. Lu,
Proceedings of the of the 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
pdf
|
| |
|  |
|
ImWeb: Cross-Platform Immersive Web Browsing for Online 3D Neuron Database Exploration,
Willis Fulmer, Tahir Mahmood, Zhongyu Li, Shaoting Zhang, Jian Huang, Aidong Lu,
ACM Conference on Intelligence User Interfaces (IUI), 2019.
pdf
video
|
| |
|  |
|
Mixed-Reality Platform for Coordination and Situation Awareness in Smart Buildings,
Elias Mahfoud, Weichao Wang, Aidong Lu,
APSCC, 2018.
video
|
| |
|  |
|
Building Multiple Coordinated Spaces for Effective Immersive Analytics through Distributed Cognition,
Tahir Mahmood, Erik Butler, Nicholas Davis, Jian Huang, Aidong Lu,
International Symposium on Big Data Visual and Immersive Analytics (BDVA), 2018.
pdf
video
|
| |
|  |
|
Interactive Storytelling for Movie Recommendation through Latent Semantic Analysis,
Kodzo Wegba, Aidong Lu, Yuemeng Li, Wencheng Wang,
ACM Conference on Intelligence User Interfaces (IUI), 2018.
pdf
|
| |
|  |
|
Immersive Visualization for Abnormal Detection in Heterogeneous Data for On-site Decision Making,
Elias Mahfoud, Kodzo Wegba, Yuemeng Li, Honglei Han, and Aidong Lu,
Interactive Visual Analytics and Visualization for Decision Making - Making Sense of Big Data, 2018.
pdf
|
| |
|  |
|
Storytelling and Visualization: A Survey,
Chao Tong, Richard Roberts, Rita Borgo, Robert S Laramee, Kodzo Wegba,
Aidong Lu, Yun Wang, Huamin Qu, Qiong Luo, and Xiaojuan Ma,
Proceedings of the 9th International Conference on Information Visualization Theory and Applications (IVAPP), 2018.
pdf
|
| |
|  |
|
Large-scale Exploration of Neuronal Morphologies Using Deep Learning and Augmented Reality, Zhongyu Li, Erik Butler, Kang Li, Aidong Lu, Shuiwang Ji, Shaoting Zhang,
Neuroinformatics, 16(3-4): 339-349, 2018.
pdf
|
| |
|  |
|
Interactive Exploration for Continuously Expanding Neuron Databases, Zhongyu Li, Dimitris Metaxas, Aidong Lu, Shaoting Zhang,
Methods, Volume 115, 2017.
pdf
|
| |
|  |
|
On Spectral Analysis of Signed and Dispute Graphs: Application to Community Structure, Leting Wu, Xintao Wu, Aidong Lu, Yuemeng Li,
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.
pdf
|
| |
| |
|
On Spectral Analysis of Directed Signed Graphs,
Yuemeng Li, Xintao Wu, Aidong Lu,
IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017.
pdf
|
| |
|  |
|
Spectrum-based Deep Neural Networks for Fraud Detection,
Shuhan Yuan, Xintao Wu, Jun Li, Aidong Lu,
ACM International Conference on Information and Knowledge Management (CIKM), 2017.
pdf
|
| |
|  |
|
Effectiveness of Feature-Driven Storytelling in 3D Time-varying Data Visualization,
Li Yu, Lane Harrison, and Aidong Lu,
Journal of Imaging Science and Technology, Volume 60, Number 6, November 2016.
pdf
|
| |
|  |
|
Gaze-directed Immersive Visualization of Scientific Ensembles,
Eli Mahfound and Aidong Lu,
Workshop on Immersive Analytics (collocated with ACM Interactive Surfaces & Spaces) (IV), 2016.
pdf
|
| |
|  |
|
Towards Mobile Immersive Analysis: A Study of Applications,
Aidong Lu, Jian Huang, Shaoting Zhang, Chuang Wang, Weichao Wang,
IEEE VR2016 Workshop on Immersive Analytics, 2016.
pdf
|
| |
|  |
|
Are Environmental Regulations Working? A Visual Analytic Approach To Answering Their Impact on Toxic Emissions,
David Burlinson, Kara Koehrn, Kalpathi Subramanian, and Aidong Lu,
Workshop on Visualisation in Environmental Sciences (EnvirVis), 2016.
pdf
|
| |
|  |
|
TRI-Direct: Interactive Visual Analysis of TRI Data,
David Burlinson, Kalpathi Subramanian, Aidong Lu,
SPIE Visualization and Data Analysis, 2016.
pdf
|
| |
|  |
|
Block-Organized Topology Visualization for Visual Exploration of Signed Networks,
Xianlin Hu, Leting Wu, Aidong Lu, Xintao Wu,
International Workshop on DAta mining meets Visual Analytics at big data era (DAVA 2015) In Conjunction with ICDM, 2015.
pdf
|
| |
|  |
|
Discovery of Rating Fraud with Real-Time Streaming Visual Analytics,
Kodzo Wegba, Aidong Lu,
IEEE Symposium on Visualization for Cyber Security (VizSec), 2015.
pdf
|
| |
|  |
|
Personal Movie Recommendation Visualization from Rating Streams,
Kodzo Wegba, Aidong Lu,
IEEE VIS Personal Visualization Workshop, 2015.
pdf
|
| |
| |
|
Analysis of Spectral Space Properties of Directed Graphs Using Matrix Perturbation Theory with Application in Graph Partition,
Yuemeng Li, Xintao Wu, Aidong Lu,
IEEE International Conference on Data Mining (ICDM), 2015.
pdf
|
| |
| |
|
On Spectral Analysis of Signed and Dispute Graphs,
Leting Wu, Xintao Wu, Aidong Lu, Yuemeng Li,
IEEE International Conference on Data Mining (ICDM), 2014.
pdf
|
| |
|  |
|
Spectrum-based Network Visualization for Topology Analysis,
Xianlin Hu, Aidong Lu, Xintao Wu,
IEEE Computer Graphics and Applications (CG&A), 2013.
link |
pdf
|
| |
|  |
|
Visualization and analysis of 3D time-varying simulations with time lines, Li Yu, Aidong Lu, Wei Chen,
Journal of Visual Languages & Computing, 2013.
link | pdf
|
| |
|  |
|
Influencing visual judgment through affective priming, L Harrison, D Skau, S Franconeri, A Lu, R Chang,
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2013.
pdf
|
| |
|  |
|
A Spectral Approach to Detecting Subtle Anomalies in Graphs, L. Wu, X. Wu, A. Lu, and Z-H. Zhou,
Journal of Intelligent Information Systems (JIIS), 41(2):313-337, 2013.
pdf
|
| |
|  |
|
Guest editorial: Special issue on visualization and visual analytics, A Lu, D Ebert, J Gao, S Zhang, A Joshi,
Tsinghua Science and Technology 18 (2), 109-110, 2013.
link
|
| |
|  |
|
Surface Trajectories of Oil Transport along the Northern Coastline of the Gulf of Mexico,
JC Dietrich, CJ Trahan, MT Howard, JG Fleming, RJ Weaver, S Tanaka, L Yu, RA Luettich Jr, CN Dawson, JJ Westerink, G Wells, A Lu, K Vega, A Kubach, KM Dresback, RL Kolar, C Kaiser, RR Twilley,
Continental Shelf Research, 2012.
pdf
|
| |
|  |
|
Feature Preserving Milli-Scaling of Large Format Visualizations,
Yunwei Zhang, Aidong Lu, Jian Huang,
Tsinghua Science and Technology, vol.17, Issue 4, 2012.
Link | pdf
|
| |
|  |
|
Visual Storylines: Semantic Visualization of Movie Sequence,
Tao Chen, Aidong Lu, Shi-Min Hu,
Computers & Graphics, 36(4), 241-249, 2012.
Link | pdf
|
| |
|  |
|
The future of security visualization: lessons from network visualization,
Lane Harrison, Aidong Lu,
IEEE Network Magazine, 2012.
link
|
| |
|  |
|
Examining spectral space of complex networks with positive and negative links,
Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou,
International Journal of Social Network Mining, 1(1), 91-111, 2012.
pdf
|
| |
|  |
|
Sybil Attack Detection through Global Topology Pattern Visualization,
Aidong Lu, Weichao Wang, Abhishek Dnyate, Xianlin Hu,
Information Visualization (IVS), 2011.
web
|
| |
|  |
|
3D Digital Legos for Teaching Security Protocols,
Li Yu, Lane Harrison, Aidong Lu, Zhiwei Li, Weichao Wang,
IEEE Transactions on Learning Technologies (TLT), 2011.
pdf
|
| |
|  |
|
Towards Effective Collaborative Analysis for Distributed Intrusion Detection,
Xianlin Hu, Huaguang Song, Lane Harrison, Aidong Lu, Jinzhu Gao, Weichao Wang, The 6th International Conference on Human-Computer Interaction (HCI2011), 2011.
pdf
|
| |
|  |
|
Spectral Analysis of k-balanced Signed Graphs,
L. Wu, X. Ying, X. Wu, A. Lu, and Z-H. Zhou,
Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD11), 2011.
pdf
|
| |
|  |
|
Automatic Animation for Time-Varying Data Visualization,
Li Yu, Aidong Lu, William Ribarsky, Wei Chen,
Computer Graphics Forum (special issue of Pacific Graphics), 2010.
pdf
|
| |
|  |
|
Interactive Detection of Network Anomalies via Coordinated Multiple Views,
Lane Harrison, Xianlin Hu, Xiaowei Ying, Aidong Lu, Weichao Wang, Xintao Wu,
The 7th International Symposium on Visualization for Cyber Security (VizSec),
2010.
pdf
|
| |
|  |
|
Volume Composition and Evaluation Using Eye Tracking Data, Aidong Lu, Ross Maciejewski, David S. Ebert,
ACM Transactions on Applied Perception, vol. 7, no. 1, pages 1-20, 2010.
pdf
|
| |
|  |
|
Secure Online Scientific Visualization of Atmospheric Nucleation Processes,
Huaguang Song, Weichao Wang, Jinzhu Gao, Aidong Lu, Lican Huang,
Proceedings of the International Conference on Networking and Distributed Computing (ICNDC), 2010.
link
|
| |
|  |
|
Context-Aware Volume Modeling of Skeletal Muscles, Zhicheng Yan, Wei Chen, Aidong Lu, David S. Ebert,
Computer Graphics Forum (EuroVis), 2009.
pdf
|
| |
|  |
|
Year-Long Time-Varying 3D Air Quality Data Visualization,
Lu, A., Chen, W., Ribarsky, W., Ebert, D.,
Advances in Information & Intelligent Systems, 2009.
pdf
|
| |
|  |
|
Visualizing Temporal Patterns in Large Multivariate Data using Modified Globbing,
Markus Glatter, Jian Huang, Sean Ahern, Jamison Daniel, Aidong Lu,
IEEE Transactions on Visualization and Computer Graphics (IEEE Visualization 2008), 2008.
pdf
|
| |
|  |
|
Interactive Storyboard for Overall Time-Varying Data Visualization, Aidong Lu, Han-Wei Shen,
Proceedings of IEEE Pacific Visualization Symposium, 2008.
pdf
|
| |
|  |
|
Digital Lego Set and Exercises for Teaching Security Protocols, Weichao Wang, Aidong Lu, Li Yu, and Zhiwei Li,
Proceedings of Colloquium for Information Systems Security Education (CISSE), pp. 26-33, 2008.
|
| |
|  |
|
Shape-aware Volume Illustration, Wei Chen, Aidong Lu, David S. Ebert,
Computer Graphics Forum (Proceedings of Eurographics 2007), Vol. 26, Issue 3, pp.705-714, 2007.
pdf
|
| |
|  |
|
Interactive Volume Illustration Using Wang Cubes, Aidong Lu, David S. Ebert,
Wei Qiao, Martin Kraus, Benjamin Mora,
ACM Transactions on Graphics, Vol. 26, Issue 2, pp. 1-18, June 2007.
pdf
|
| |
|  |
|
Interactive Wormhole Detection and Evaluation,
Weichao Wang, Aidong Lu,
Information Visualization (IVS), volume 6, pp.3-17, 2007.
pdf
|
| |
|  |
|
Interactive Wormhole Detection in Large Scale Wireless Networks,
Weichao Wang, Aidong Lu,
Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST), pp.99-106, 2006.
pdf
|
| |
|  |
|
Visualization Assisted Detection of Sybil Attacks in Wireless Networks,
Weichao Wang, Aidong Lu,
Proceedings of ACM Workshop on Visualization for Computer Security (VizSEC), pp.51-60, 2006.
pdf
|
| |
|  |
|
Volume Composition Using Eye Tracking Data, Aidong Lu, Ross Maciejewski, David S. Ebert,
Proceedings of Eurographics-IEEE VGTC Symposium on Visualization (EuroVis), 2006.
pdf
|
| |
|  |
|
Example-based Volume Illustrations, Aidong Lu, David S. Ebert,
Proceedings of IEEE Visualization, 2005.
pdf
|
| |
|  |
|
Illustrative Interactive Stipple Rendering, Aidong Lu, Christopher J. Morris,
Joe Taylor, David S. Ebert, Penny Rheingans, Chuck Hansen, Mark Hartner, IEEE
Transactions on Visualization and Computer Graphics,
Vol. 9, No. 2, pp. 127-139, 2003.
pdf
|
| |
|  |
|
Hardware-Accelerated Interactive Illustrative Stipple Drawing of
Polygonal Objects, Aidong Lu, Joe Taylor, Mark Hartner, David S. Ebert, Chuck Hansen,
Proceedings of VMV2002: Vision, Modeling, and Visualization,
2002.
pdf
|
| |
|  |
|
Non-Photorealistic Volume Rendering Using Stippling Techniques,
Aidong Lu, Christopher J. Morris, David S. Ebert, Penny Rheingans, Chuck Hansen,
Proceedings of IEEE
Visualization, 2002. Received Best Paper Award.
pdf
|
|
