Duen Horng (Polo) Chau

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 23

Top Topics

Interactive Visual

Emergency Department

Object Detectors

Top Venues

IEEE Trans. Vis. Comput. Graph.

IEEE VIS (Short Papers)

Publications

Sivapriya Vellaichamy, Matthew Hull, Zijie J. Wang, Nilaksh Das, Sheng-Yun Peng, Haekyu Park, Duen Horng (Polo) Chau
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors. CVPR (2022)
Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng (Polo) Chau
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. Proc. ACM Hum. Comput. Interact. 5 (CSCW1) (2021)
Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng (Polo) Chau
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng (Polo) Chau
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks. IEEE VIS (Short Papers) (2020)
Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng (Polo) Chau
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
M: Dynamic Defense and Modeling of Adversarial Movement in Networks. SDM (2020)
Minsuk Kahng, Duen Horng (Polo) Chau
How Does Visualization Help People Learn Deep Learning? Evaluating GAN Lab with Observational Study and Log Analysis. IEEE VIS (Short Papers) (2020)
Xiangyun Lei, Fred Hohman, Duen Horng (Polo) Chau, Andrew J. Medford
ElectroLens: Understanding Atomistic Simulations through Spatially-Resolved Visualization of High-Dimensional Features. IEEE VIS (Short Papers) (2019)
Minsuk Kahng, Nikhil Thorat, Duen Horng (Polo) Chau, Fernanda B. Viégas, Martin Wattenberg
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Nathan Dass, Joonyoung Kim, Sam Ford, Sudeep Agarwal, Duen Horng (Polo) Chau
Augmenting Coding: Augmented Reality for Learning Programming. CCHI (2018)
Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng (Polo) Chau
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector. ECML/PKDD (1) (2018)
Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng (Polo) Chau
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau, Hanghang Tong
Local Partition in Rich Graphs. IEEE BigData (2018)
Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U Kang
M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model. ECML/PKDD (2) (2016)
Minsuk Kahng, Dezhi Fang, Duen Horng (Polo) Chau
Visual exploration of machine learning results using data cube analysis. HILDA@SIGMOD (2016)
Robert Pienta, Leilei Xiong, Santiago Grijalva, Duen Horng (Polo) Chau, Minsuk Kahng
STEPS: A Spatio-temporal Electric Power Systems Visualization. IUI Companion (2016)
Minsuk Kahng, Shamkant B. Navathe, John T. Stasko, Duen Horng (Polo) Chau
Interactive Browsing and Navigation in Relational Databases. Proc. VLDB Endow. 9 (12) (2016)
Alexandre Yahi, Antoine Chassang, Louis Raynaud, Hugo Duthil, Duen Horng (Polo) Chau
Aurigo: an Interactive Tour Planner for Personalized Itineraries. IUI (2015)
Duen Horng (Polo) Chau, Oliver Brdiczka
ACM IUI 2015 conference highlights. AI Matters 2 (1) (2015)
Robert Pienta, Acar Tamersoy, Hanghang Tong, Alex Endert, Duen Horng (Polo) Chau
Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design. IUI Companion (2015)
Rahul C. Basole, Mark L. Braunstein, Vikas Kumar, Hyunwoo Park, Minsuk Kahng, Duen Horng (Polo) Chau, Acar Tamersoy, Daniel A. Hirsh, Nicoleta Serban, James Bost, Burton Lesnick, Beth L. Schissel, Michael Thompson
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. J. Am. Medical Informatics Assoc. 22 (2) (2015)
Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, Duen Horng (Polo) Chau
To catch a fake: Curbing deceptive Yelp ratings and venues. Stat. Anal. Data Min. 8 (3) (2015)
Zhiyuan Lin, Minsuk Kahng, Kaeser Md. Sabrin, Duen Horng (Polo) Chau, Ho Lee, U Kang
MMap: Fast billion-scale graph computation on a PC via memory mapping. IEEE BigData (2014)
Premkumar Saravanan, Samuel Clarke, Duen Horng (Polo) Chau, Hongyuan Zha
LatentGesture: active user authentication through background touch analysis. CCHI (2014)
Duen Horng (Polo) Chau
HCI meets data mining: principles and tools for big data analytics. CHI Extended Abstracts (2014)
Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng (Polo) Chau
Turning the Tide: Curbing Deceptive Yelp Behaviors. SDM (2014)
Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
Spatio-temporal mining of software adoption & penetration. ASONAM (2013)
Changhyun Lee, Wei Zhuo, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Fast interactive visualization for multivariate data exploration. CHI Extended Abstracts (2013)
Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Augmenting MATLAB with semantic objects for an interactive visual environment. IDEA@KDD (2013)
Zhiyuan Lin, Duen Horng (Polo) Chau, U Kang
Leveraging memory mapping for fast and scalable graph computation on a PC. IEEE BigData (2013)
Zhiyuan Lin, Nan Cao, Hanghang Tong, Fei Wang, U Kang, Duen Horng (Polo) Chau
Demonstrating Interactive Multi-resolution Large Graph Exploration. ICDM Workshops (2013)
Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects. ICDM Workshops (2013)