Duen Horng (Polo) Chau

39 papers A* 4A 4B 3Journal 10Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation. CHI Aeree Cho, Grace C. Kim, Alexander Karpekov, Seongmin Lee, Alec Helbling, Benjamin Hoover, Zijie J. Wang, Minsuk Kahng, Duen Horng (Polo) Chau
2025	A*	`conf`	LLM Attributor: Interactive Visual Attribution for LLM Generation. AAAI Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng
2025	B	`conf`	Probing LLM Hallucination from Within: Perturbation-Driven Method via Internal Knowledge. IEEE Big Data Seongmin Lee, Hsiang Hsu, Chun-Fu Richard Chen, Duen Horng (Polo) Chau
2025	A*	`conf`	TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models. AAAI Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng (Polo) Chau
2024	A	`conf`	Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion. IEEE VIS Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng (Polo) Chau
2024	B	`conf`	Effective Guidance for Model Attention with Simple Yes-no Annotations. IEEE Big Data Seongmin Lee, Ali Payani, Duen Horng (Polo) Chau
2022	A*	`conf`	DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors. CVPR Sivapriya Vellaichamy, Matthew Hull, Zijie J. Wang, Nilaksh Das, Sheng-Yun Peng, Haekyu Park, Duen Horng (Polo) Chau
2022	J	`jnl`	NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng (Polo) Chau
2021	J	`jnl`	CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization. IEEE Trans. Vis. Comput. Graph. Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng (Polo) Chau
2021	J	`jnl`	RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. Proc. ACM Hum. Comput. Interact. Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang
2020	—	`conf`	Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks. IEEE VIS (Short Papers) Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng (Polo) Chau
2020	A	`conf`	D SDM Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020	—	`conf`	How Does Visualization Help People Learn Deep Learning? Evaluating GAN Lab with Observational Study and Log Analysis. IEEE VIS (Short Papers) Minsuk Kahng, Duen Horng (Polo) Chau
2020	J	`jnl`	Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations. IEEE Trans. Vis. Comput. Graph. Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng (Polo) Chau
2019	—	`conf`	ElectroLens: Understanding Atomistic Simulations through Spatially-Resolved Visualization of High-Dimensional Features. IEEE VIS (Short Papers) Xiangyun Lei, Fred Hohman, Duen Horng (Polo) Chau, Andrew J. Medford
2019	J	`jnl`	GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. IEEE Trans. Vis. Comput. Graph. Minsuk Kahng, Nikhil Thorat, Duen Horng (Polo) Chau, Fernanda B. Viégas, Martin Wattenberg
2018	J	`jnl`	ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models. IEEE Trans. Vis. Comput. Graph. Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng (Polo) Chau
2018	—	`conf`	Augmenting Coding: Augmented Reality for Learning Programming. CCHI Nathan Dass, Joonyoung Kim, Sam Ford, Sudeep Agarwal, Duen Horng (Polo) Chau
2018	—	`conf`	Local Partition in Rich Graphs. IEEE BigData Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau, Hanghang Tong
2018	—	`conf`	ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector. ECML/PKDD (1) Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng (Polo) Chau
2016	J	`jnl`	Interactive Browsing and Navigation in Relational Databases. Proc. VLDB Endow. Minsuk Kahng, Shamkant B. Navathe, John T. Stasko, Duen Horng (Polo) Chau
2016	—	`conf`	M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model. ECML/PKDD (2) Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U Kang
2016	—	`conf`	STEPS: A Spatio-temporal Electric Power Systems Visualization. IUI Companion Robert S. Pienta, Leilei Xiong, Santiago Grijalva, Duen Horng (Polo) Chau, Minsuk Kahng
2016	—	`conf`	Visual exploration of machine learning results using data cube analysis. HILDA@SIGMOD Minsuk Kahng, Dezhi Fang, Duen Horng (Polo) Chau
2015	J	`jnl`	ACM IUI 2015 conference highlights. AI Matters Duen Horng (Polo) Chau, Oliver Brdiczka
2015	A	`conf`	Aurigo: an Interactive Tour Planner for Personalized Itineraries. IUI Alexandre Yahi, Antoine Chassang, Louis Raynaud, Hugo Duthil, Duen Horng (Polo) Chau
2015	—	`conf`	Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design. IUI Companion Robert S. Pienta, Acar Tamersoy, Hanghang Tong, Alex Endert, Duen Horng (Polo) Chau
2015	J	`jnl`	To catch a fake: Curbing deceptive Yelp ratings and venues. Stat. Anal. Data Min. Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, Duen Horng (Polo) Chau
2015	J	`jnl`	Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. J. Am. Medical Informatics Assoc. 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
2014	—	`conf`	HCI meets data mining: principles and tools for big data analytics. CHI Extended Abstracts Duen Horng (Polo) Chau
2014	—	`conf`	LatentGesture: active user authentication through background touch analysis. CCHI Premkumar Saravanan, Samuel Clarke, Duen Horng (Polo) Chau, Hongyuan Zha
2014	—	`conf`	MMap: Fast billion-scale graph computation on a PC via memory mapping. IEEE BigData Zhiyuan Lin, Minsuk Kahng, Kaeser Md. Sabrin, Duen Horng (Polo) Chau, Ho Lee, U Kang
2014	A	`conf`	Turning the Tide: Curbing Deceptive Yelp Behaviors. SDM Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng (Polo) Chau
2013	—	`conf`	Augmenting MATLAB with semantic objects for an interactive visual environment. IDEA@KDD Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
2013	—	`conf`	Demonstrating Interactive Multi-resolution Large Graph Exploration. ICDM Workshops Zhiyuan Lin, Nan Cao, Hanghang Tong, Fei Wang, U Kang, Duen Horng (Polo) Chau
2013	—	`conf`	Fast interactive visualization for multivariate data exploration. CHI Extended Abstracts Changhyun Lee, Wei Zhuo, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
2013	—	`conf`	Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects. ICDM Workshops Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
2013	—	`conf`	Leveraging memory mapping for fast and scalable graph computation on a PC. IEEE BigData Zhiyuan Lin, Duen Horng (Polo) Chau, U Kang
2013	B	`conf`	Spatio-temporal mining of software adoption & penetration. ASONAM Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos