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Polo Chau
Person information
- affiliation: Georgia Institute of Technology, GA, USA
- affiliation (PhD 2012): Carnegie Mellon University, Pittsburgh, PA, USA
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2020 – today
- 2024
- [j32]Zoe Alexander
, Duen Horng Chau
, Christopher Saldaña
:
An Interrogative Survey of Explainable AI in Manufacturing. IEEE Trans. Ind. Informatics 20(5): 7069-7081 (2024) - [j31]Matthew Hull, Vivian Pednekar, Hannah Murray, Nimisha Roy, Emmanuel Tung, Susanta Routray, Connor Guerin, Justin Chen, Zijie J. Wang
, Seongmin Lee, Max Mahdi Roozbahani
, Duen Horng Chau
:
VG: Automatic Grading of D3 Visualizations. IEEE Trans. Vis. Comput. Graph. 30(1): 617-627 (2024) - [c137]Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany:
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI 2024: 22276-22284 - [c136]Pratham Darrpan Mehta
, Harsha Karanth
, Haoyang Yang
, Timothy C. Slesnick
, Fawwaz Shaw
, Duen Horng Chau
:
ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality. CHI Extended Abstracts 2024: 29:1-29:6 - [c135]Zijie J. Wang
, David Munechika
, Seongmin Lee
, Duen Horng Chau
:
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks. CHI Extended Abstracts 2024: 304:1-304:17 - [c134]Matthew Hull, Zijie J. Wang, Duen Horng Chau:
Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes. Tiny Papers @ ICLR 2024 - [c133]Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau:
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. Tiny Papers @ ICLR 2024 - [c132]Emily Wall, Laura E. Matzen, Mennatallah El-Assady, Peta Masters, Helia Hosseinpour, Alex Endert, Rita Borgo, Polo Chau, Adam Perer, Harald T. Schupp, Hendrik Strobelt, Lace M. K. Padilla:
Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization. PacificVis 2024: 22-31 - [c131]Zijie J. Wang
, Duen Horng Chau
:
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. SIGIR 2024: 2765-2770 - [i103]Zijie J. Wang, Aishwarya Chakravarthy, David Munechika, Duen Horng Chau:
Wordflow: Social Prompt Engineering for Large Language Models. CoRR abs/2401.14447 (2024) - [i102]Justin Blalock, David Munechika, Harsha Karanth, Alec Helbling, Pratham Darrpan Mehta, Seongmin Lee, Duen Horng Chau:
Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models. CoRR abs/2402.01877 (2024) - [i101]Pratham Darrpan Mehta, Harsha Karanth, Haoyang Yang, Timothy C. Slesnick, Fawwaz Shaw, Duen Horng Chau:
ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality. CoRR abs/2402.05075 (2024) - [i100]Alec Helbling, Seongmin Lee, Polo Chau:
Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions. CoRR abs/2402.07925 (2024) - [i99]Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau:
Self-Supervised Pre-Training for Table Structure Recognition Transformer. CoRR abs/2402.15578 (2024) - [i98]Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau:
UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining. CoRR abs/2403.04822 (2024) - [i97]Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng:
LLM Attributor: Interactive Visual Attribution for LLM Generation. CoRR abs/2404.01361 (2024) - [i96]Alec Helbling, Seongmin Lee, Polo Chau:
ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing. CoRR abs/2404.04376 (2024) - [i95]Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Sheng-Yun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Polo Chau:
Interactive Visual Learning for Stable Diffusion. CoRR abs/2404.16069 (2024) - [i94]Shengyun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau:
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models. CoRR abs/2405.17374 (2024) - [i93]Zijie J. Wang, Duen Horng Chau:
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. CoRR abs/2407.01972 (2024) - 2023
- [j30]Scott Freitas
, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
:
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35(6): 5915-5934 (2023) - [j29]Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos:
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. IEEE Trans. Vis. Comput. Graph. 29(1): 53-62 (2023) - [c130]Kevin Li, Rahul Duggal, Duen Horng Chau:
Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract). AAAI 2023: 16252-16253 - [c129]Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI 2023: 16410-16412 - [c128]Zijie J. Wang, Fred Hohman, Duen Horng Chau:
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings. ACL (demo) 2023: 516-523 - [c127]Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau:
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models. ACL (1) 2023: 893-911 - [c126]Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau:
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. BMVC 2023: 739-740 - [c125]Zijie J. Wang
, Jennifer Wortman Vaughan
, Rich Caruana
, Duen Horng Chau
:
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse. CHI 2023: 835:1-835:20 - [c124]Haekyu Park
, Seongmin Lee
, Benjamin Hoover
, Austin P. Wright
, Omar Shaikh
, Rahul Duggal
, Nilaksh Das
, Kevin Li
, Judy Hoffman
, Duen Horng Chau
:
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. CIKM 2023: 2044-2054 - [c123]Austin P. Wright
, Peter Nemere
, Adrian Galvin
, Duen Horng Chau
, Scott Davidoff
:
Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework. IUI 2023: 91-105 - [c122]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. NeurIPS 2023 - [c121]Zijie J. Wang
, Duen Horng Chau
:
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere. WWW (Companion Volume) 2023: 262-266 - [i92]Sheng-Yun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin:
RobArch: Designing Robust Architectures against Adversarial Attacks. CoRR abs/2301.03110 (2023) - [i91]Austin P. Wright, Peter Nemere, Adrian Galvin, Duen Horng Chau, Scott Davidoff:
Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework. CoRR abs/2302.07187 (2023) - [i90]Benjamin Hoover, Yuchen Liang
, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. CoRR abs/2302.07253 (2023) - [i89]Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau:
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse. CoRR abs/2302.14165 (2023) - [i88]Zijie J. Wang, Duen Horng Chau:
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere. CoRR abs/2303.09545 (2023) - [i87]Zijie J. Wang, David Munechika, Seongmin Lee, Duen Horng Chau:
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks. CoRR abs/2305.03039 (2023) - [i86]Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Sheng-Yun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau:
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion. CoRR abs/2305.03509 (2023) - [i85]Zijie J. Wang, Fred Hohman, Duen Horng Chau:
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings. CoRR abs/2306.09328 (2023) - [i84]Alec Helbling, Duen Horng Chau:
ManimML: Communicating Machine Learning Architectures with Animation. CoRR abs/2306.17108 (2023) - [i83]Alec Helbling, Mansi Phute, Matthew Hull, Duen Horng Chau:
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. CoRR abs/2308.07308 (2023) - [i82]Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau:
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. CoRR abs/2308.16258 (2023) - [i81]Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau:
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories. CoRR abs/2309.16750 (2023) - [i80]Alec Helbling, Evan Montoya, Duen Horng Chau:
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning. CoRR abs/2310.06968 (2023) - [i79]Matthew Hull, Zijie J. Wang, Duen Horng Chau:
REVAMP: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes. CoRR abs/2310.12243 (2023) - [i78]Matthew Hull, Vivian Pednekar, Hannah Murray, Nimisha Roy, Emmanuel Tung, Susanta Routray, Connor Guerin, Justin Chen, Zijie J. Wang, Seongmin Lee, Max Mahdi Roozbahani, Duen Horng Chau:
VisGrader: Automatic Grading of D3 Visualizations. CoRR abs/2310.12347 (2023) - [i77]Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau:
High-Performance Transformers for Table Structure Recognition Need Early Convolutions. CoRR abs/2311.05565 (2023) - 2022
- [j28]Renzhi Wu
, Nilaksh Das, Sanya Chaba, Sakshi Gandhi, Duen Horng Chau, Xu Chu:
A Cluster-then-label Approach for Few-shot Learning with Application to Automatic Image Data Labeling. ACM J. Data Inf. Qual. 14(3): 15:1-15:23 (2022) - [j27]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): 813-823 (2022) - [c120]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Scientific Challenges and Directions. AAAI 2022: 11982-11990 - [c119]Seongmin Lee, Sadia Afroz, Haekyu Park, Zijie J. Wang, Omar Shaikh, Vibhor Sehgal, Ankit Peshin, Duen Horng Chau:
MisVis: Explaining Web Misinformation Connections via Visual Summary. CHI Extended Abstracts 2022: 228:1-228:6 - [c118]Scott Freitas, Rahul Duggal, Duen Horng Chau:
MalNet: A Large-Scale Image Database of Malicious Software. CIKM 2022: 3948-3952 - [c117]Namhyuk Kim, Dong-Kyu Chae, Jung Ah Shin, Sang-Wook Kim, Duen Horng Chau, Sunghwan Park:
Context-aware Traffic Flow Forecasting in New Roads. CIKM 2022: 4133-4137 - [c116]Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau:
Visual Exploration of Literature with Argo Scholar. CIKM 2022: 4912-4916 - [c115]Seongmin Lee, Judy Hoffman
, Zijie J. Wang, Duen Horng Chau:
VIsCUIT: Visual Auditor for Bias in CNN Image Classifier. CVPR 2022: 21443-21451 - [c114]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: 21452-21459 - [c113]Nilaksh Das
, Sheng-Yun Peng
, Duen Horng Chau
:
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning. ECCV Workshops (1) 2022: 449-466 - [c112]Ashwin Singh, Arvindh Arun
, Pulak Malhotra, Pooja Desur, Ayushi Jain, Duen Horng Chau, Ponnurangam Kumaraguru:
Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on Google Play. HT 2022: 186-191 - [c111]Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff:
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. ICASSP 2022: 7887-7891 - [c110]Nilaksh Das, Polo Chau:
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning. INTERSPEECH 2022: 3839-3843 - [c109]Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana:
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. KDD 2022: 4132-4142 - [c108]Seongmin Lee, Sadia Afroz, Haekyu Park, Zijie J. Wang, Omar Shaikh, Vibhor Sehqal, Ankit Peshin, Duen Horng Chau:
Explaining Website Reliability by Visualizing Hyperlink Connectivity. IEEE VIS (Short Papers) 2022: 26-30 - [c107]David Munechika, Zijie J. Wang, Jack Reidy, Joshua Rubin, Krishna Gade, Krishnaram Kenthapadi, Duen Horng Chau:
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases. IEEE VIS (Short Papers) 2022: 45-49 - [c106]Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer:
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. IEEE VIS (Short Papers) 2022: 60-64 - [c105]Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany:
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. WWW (Companion Volume) 2022: 273-277 - [i76]Ashwin Singh, Arvindh A, Ayushi Jain, Pooja Desur, Pulak Malhotra, Duen Horng Chau, Ponnurangam Kumaraguru:
Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on the Google Play Store. CoRR abs/2202.04561 (2022) - [i75]Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin P. Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Judy Hoffman
, Duen Horng Chau:
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training. CoRR abs/2203.16475 (2022) - [i74]Nilaksh Das, Sheng-Yun Peng, Duen Horng Chau:
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning. CoRR abs/2204.00734 (2022) - [i73]Nilaksh Das, Duen Horng Chau:
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning. CoRR abs/2204.02381 (2022) - [i72]Seongmin Lee, Zijie J. Wang, Judy Hoffman
, Duen Horng Chau:
VisCUIT: Visual Auditor for Bias in CNN Image Classifier. CoRR abs/2204.05899 (2022) - [i71]Zijie J. Wang, David Munechika, Seongmin Lee, Duen Horng Chau:
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics. CoRR abs/2205.03963 (2022) - [i70]David Munechika, Zijie J. Wang, Jack Reidy, Joshua Rubin, Krishna Gade, Krishnaram Kenthapadi, Duen Horng Chau:
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases. CoRR abs/2206.12540 (2022) - [i69]Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana:
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. CoRR abs/2206.15465 (2022) - [i68]Haoyang Yang, Pratham Darrpan Mehta, Jonathan Leo, Zhiyan Zhou, Megan Dass, Anish Upadhayay, Timothy C. Slesnick, Fawwaz Shaw, Amanda Randles
, Duen Horng Chau:
Evaluating Cardiovascular Surgical Planning in Mobile Augmented Reality. CoRR abs/2208.10639 (2022) - [i67]Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer:
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. CoRR abs/2209.09227 (2022) - [i66]Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau:
IMB-NAS: Neural Architecture Search for Imbalanced Datasets. CoRR abs/2210.00136 (2022) - [i65]Seongmin Lee, Sadia Afroz, Haekyu Park, Zijie J. Wang, Omar Shaikh, Vibhor Sehgal, Ankit Peshin, Duen Horng Chau:
Explaining Website Reliability by Visualizing Hyperlink Connectivity. CoRR abs/2210.00160 (2022) - [i64]Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin P. Wright, Nilaksh Das, Duen Horng Chau:
NeuroMapper: In-browser Visualizer for Neural Network Training. CoRR abs/2210.12492 (2022) - [i63]Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau:
Evaluation of Argo Scholar with Observational Study. CoRR abs/2210.13510 (2022) - [i62]Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau:
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models. CoRR abs/2210.14896 (2022) - [i61]Polo Chau, Alex Endert, Daniel A. Keim, Daniela Oelke:
Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351). Dagstuhl Reports 12(8): 103-116 (2022) - 2021
- [j26]Emma Beauxis-Aussalet
, Michael Behrisch
, Rita Borgo, Duen Horng Chau
, Christopher Collins
, David S. Ebert
, Mennatallah El-Assady, Alex Endert
, Daniel A. Keim, Jörn Kohlhammer
, Daniela Oelke, Jaakko Peltonen
, Maria Riveiro
, Tobias Schreck
, Hendrik Strobelt
, Jarke J. van Wijk, Theresa-Marie Rhyne:
The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications 41(6): 7-12 (2021) - [j25]Fabian Sperrle
, Mennatallah El-Assady, Grace Guo
, Rita Borgo, Duen Horng Chau, Alex Endert
, Daniel A. Keim
:
A Survey of Human-Centered Evaluations in Human-Centered Machine Learning. Comput. Graph. Forum 40(3): 543-567 (2021) - [j24]Austin P. Wright, Christopher M. Jones, Duen Horng Chau, R. Matthew Gladden, Steven A. Sumner:
Detection of emerging drugs involved in overdose via diachronic word embeddings of substances discussed on social media. J. Biomed. Informatics 119: 103824 (2021) - [j23]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): 181:1-181:26 (2021) - [j22]Mizanur Rahman, Nestor Hernandez, Bogdan Carbunar
, Duen Horng Chau
:
Towards De-Anonymization of Google Play Search Rank Fraud. IEEE Trans. Knowl. Data Eng. 33(11): 3648-3661 (2021) - [j21]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): 1396-1406 (2021) - [c104]Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau:
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models. AAAI 2021: 16094-16096 - [c103]Zijie J. Wang, Robert Turko, Duen Horng Chau:
Dodrio: Exploring Transformer Models with Interactive Visualization. ACL (demo) 2021: 132-141 - [c102]Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
:
HAR: Hardness Aware Reweighting for Imbalanced Datasets. IEEE BigData 2021: 735-745 - [c101]Rahul Duggal, Cao Xiao, Richard W. Vuduc, Duen Horng Chau, Jimeng Sun
:
CUP: Cluster Pruning for Compressing Deep Neural Networks. IEEE BigData 2021: 5102-5106 - [c100]Jonathan Leo, Zhiyan Zhou, Haoyang Yang, Megan Dass, Anish Upadhayay, Timothy C. Slesnick, Fawwaz Shaw, Duen Horng Chau:
Interactive Cardiovascular Surgical Planning via Augmented Reality. AsianCHI@CHI 2021: 132-135 - [c99]Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau:
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CHI Extended Abstracts 2021: 458:1-458:7 - [c98]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM 2021: 4495-4503 - [c97]Nilaksh Das, Sravan Bodapati, Monica Sunkara, Sundararajan Srinivasan, Duen Horng Chau:
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning. Interspeech 2021: 1314-1318 - [c96]Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau:
A Large-Scale Database for Graph Representation Learning. NeurIPS Datasets and Benchmarks 2021 - [i60]Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau:
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models. CoRR abs/2101.10586 (2021) - [i59]Scott Freitas, Rahul Duggal, Duen Horng Chau:
MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software. CoRR abs/2102.01072 (2021) - [i58]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng Chau, Diyi Yang:
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. CoRR abs/2102.04427 (2021) - [i57]Zijie J. Wang, Robert Turko, Duen Horng Chau:
Dodrio: Exploring Transformer Models with Interactive Visualization. CoRR abs/2103.14625 (2021) - [i56]Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau:
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CoRR abs/2103.16435 (2021) - [i55]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. CoRR abs/2105.00419 (2021) - [i54]Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou:
Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes. CoRR abs/2106.11846 (2021) - [i53]Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng Chau:
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks. CoRR abs/2108.12931 (2021) - [i52]Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope:
A Search Engine for Discovery of Biomedical Challenges and Directions. CoRR abs/2108.13751 (2021) - [i51]Matthew Hull, Connor Guerin, Justin Chen, Susanta Routray, Duen Horng Chau:
Towards Automatic Grading of D3.js Visualizations. CoRR abs/2110.11227 (2021) - [i50]Kevin Li, Haoyang Yang, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau:
Argo Scholar: Interactive Visual Exploration of Literature in Browsers. CoRR abs/2110.14060 (2021) - [i49]Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana:
GAM Changer: Editing Generalized Additive Models with Interactive Visualization. CoRR abs/2112.03245 (2021) - 2020
- [j20]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): 1096-1106 (2020) - [c95]Scott Freitas, Shang-Tse Chen, Zijie J. Wang
, Duen Horng Chau:
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. IEEE BigData 2020: 1081-1088 - [c94]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau
:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CCHI 2020: 80-82 - [c93]Nilaksh Das, Haekyu Park, Zijie J. Wang
, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau
:
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning. CHI Extended Abstracts 2020: 1-7 - [c92]Zijie J. Wang
, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng Chau
:
CNN 101: Interactive Visual Learning for Convolutional Neural Networks. CHI Extended Abstracts 2020: 1-7 - [c91]Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang
, Susanta Routray, Matthew Hull, Duen Horng Chau
:
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers. CIKM 2020: 3071-3076 - [c90]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) 2020: 1299-1306 - [c89]Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau
, Joshua Neil:
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. SDM 2020: 541-549 - [c88]Dong-Kyu Chae, Jihoo Kim, Duen Horng Chau
, Sang-Wook Kim:
AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems. SIGIR 2020: 1251-1260 - [c87]Nilaksh Das, Sanya Chaba, Renzhi Wu
, Sakshi Gandhi, Duen Horng Chau
, Xu Chu:
GOGGLES: Automatic Image Labeling with Affinity Coding. SIGMOD Conference 2020: 1717-1732 - [c86]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: 266-270 - [c85]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: 271-275 - [c84]Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau
, Jimeng Sun
:
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. WWW 2020: 1704-1714 - [i48]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CoRR abs/2001.01819 (2020) - [i47]Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng Chau:
CNN 101: Interactive Visual Learning for Convolutional Neural Networks. CoRR abs/2001.02004 (2020) - [i46]Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau:
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning. CoRR abs/2001.07769 (2020) - [i45]Scott Freitas, Andrew Wicker, Duen Horng Chau, Joshua Neil:
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. CoRR abs/2001.11108 (2020) - [i44]Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun:
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. CoRR abs/2001.11363 (2020) - [i43]Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau:
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. CoRR abs/2002.09576 (2020) - [i42]Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng Chau:
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization. CoRR abs/2004.15004 (2020) - [i41]Scott Freitas, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CoRR abs/2006.05648 (2020) - [i40]Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau:
PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing. CoRR abs/2006.06105 (2020) - [i39]Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun:
ELF: An Early-Exiting Framework for Long-Tailed Classification. CoRR abs/2006.11979 (2020) - [i38]Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau:
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers. CoRR abs/2008.11844 (2020) - [i37]Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau:
Mapping Researchers with PeopleMap. CoRR abs/2009.00091 (2020) - [i36]Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau:
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks. CoRR abs/2009.02608 (2020) - [i35]Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel A. Keim:
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations. CoRR abs/2009.06433 (2020) - [i34]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR abs/2010.04625 (2020) - [i33]Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau:
A Comparative Analysis of Industry Human-AI Interaction Guidelines. CoRR abs/2010.11761 (2020) - [i32]Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau:
A Large-Scale Database for Graph Representation Learning. CoRR abs/2011.07682 (2020) - [i31]Adam Coscia
, Duen Horng Chau, Alex Endert:
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics. CoRR abs/2011.09988 (2020) - [i30]Daniela Oelke, Daniel A. Keim, Polo Chau, Alex Endert:
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382). Dagstuhl Reports 10(4): 37-42 (2020)
2010 – 2019
- 2019
- [j19]Matthijs van Leeuwen
, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos:
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). ACM Trans. Knowl. Discov. Data 13(1): 13:1-13:2 (2019) - [j18]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): 310-320 (2019) - [j17]Fred Hohman
, Minsuk Kahng
, Robert S. Pienta, Duen Horng Chau
:
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers. IEEE Trans. Vis. Comput. Graph. 25(8): 2674-2693 (2019) - [c83]Joonyoung Kim, Kristina Marotta, Jonathan Leo, Sudeep Agarwal, Siwei Li, Duen Horng Chau
:
Mixed Reality for Learning Programming. IDC 2019: 574-579 - [c82]Ángel Alexander Cabrera
, Will Epperson
, Fred Hohman, Minsuk Kahng, Jamie Morgenstern, Duen Horng Chau
:
FAIRVIS: Visual Analytics for Discovering Intersectional Bias in Machine Learning. VAST 2019: 46-56 - [c81]James Abello, Fred Hohman, Varun Bezzam, Duen Horng Chau
:
Atlas: local graph exploration in a global context. IUI 2019: 165-176 - [c80]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: 196-200 - [e4]Wai-Tat Fu, Shimei Pan, Oliver Brdiczka, Polo Chau, Gaelle Calvary:
Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019, Marina del Ray, CA, USA, March 17-20, 2019. ACM 2019, ISBN 978-1-4503-6272-6 [contents] - [i29]Nilaksh Das, Sanya Chaba, Sakshi Gandhi, Duen Horng Chau, Xu Chu:
GOGGLES: Automatic Training Data Generation with Affinity Coding. CoRR abs/1903.04552 (2019) - [i28]Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng Chau:
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations. CoRR abs/1904.02323 (2019) - [i27]Ángel Alexander Cabrera, Will Epperson, Fred Hohman, Minsuk Kahng, Jamie Morgenstern, Duen Horng Chau:
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning. CoRR abs/1904.05419 (2019) - [i26]Cory Cornelius, Shang-Tse Chen, Jason Martin, Duen Horng Chau:
Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA. CoRR abs/1904.12622 (2019) - [i25]Haekyu Park, Fred Hohman, Duen Horng Chau:
NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions. CoRR abs/1906.00332 (2019) - [i24]Xiangyun Lei, Fred Hohman, Duen Horng Chau, Andrew J. Medford:
ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved Visualization of High-dimensional Features. CoRR abs/1908.08381 (2019) - 2018
- [j16]Peter J. Polack Jr., Shang-Tse Chen, Minsuk Kahng, Kaya de Barbaro
, Rahul C. Basole, Moushumi Sharmin, Duen Horng Chau
:
Chronodes: Interactive Multifocus Exploration of Event Sequences. ACM Trans. Interact. Intell. Syst. 8(1): 2:1-2:21 (2018) - [j15]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): 88-97 (2018) - [j14]Robert S. Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin A. Roundy
, Christopher S. Gates, Shamkant B. Navathe, Duen Horng Chau
:
VIGOR: Interactive Visual Exploration of Graph Query Results. IEEE Trans. Vis. Comput. Graph. 24(1): 215-225 (2018) - [c79]Abhijit Suprem, Duen Horng Chau
, Calton Pu:
Approximate Query Matching for Graph-Based Holistic Image Retrieval. BigData Congress 2018: 72-84 - [c78]Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau
, Hanghang Tong
:
Local Partition in Rich Graphs. IEEE BigData 2018: 1001-1008 - [c77]Alok Tripathy, Fred Hohman, Duen Horng Chau
, Oded Green:
Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure. IEEE BigData 2018: 1134-1141 - [c76]Nathan Dass, Joonyoung Kim, Sam Ford, Sudeep Agarwal, Duen Horng (Polo) Chau
:
Augmenting Coding: Augmented Reality for Learning Programming. CCHI 2018: 156-159 - [c75]Mizanur Rahman, Nestor Hernandez, Bogdan Carbunar, Duen Horng Chau
:
Search Rank Fraud De-Anonymization in Online Systems. HT 2018: 174-182 - [c74]Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau
:
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. KDD 2018: 196-204 - [c73]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: 52-68 - [c72]Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Li Chen, Michael E. Kounavis, Duen Horng Chau
:
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio. ECML/PKDD (3) 2018: 677-681 - [c71]Yanzhe Cheng, Fang (Cherry) Liu, Shan Jing, Weijia Xu, Duen Horng Chau
:
Building Big Data Processing and Visualization Pipeline through Apache Zeppelin. PEARC 2018: 57:1-57:7 - [r1]Duen Horng Chau, Christos Faloutsos:
Fraud Detection Using Social Network Analysis: A Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i23]Fred Hohman, Minsuk Kahng, Robert S. Pienta, Duen Horng Chau:
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers. CoRR abs/1801.06889 (2018) - [i22]Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau:
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. CoRR abs/1802.06816 (2018) - [i21]Abhijit Suprem, Polo Chau:
Approximate Query Matching for Image Retrieval. CoRR abs/1803.05401 (2018) - [i20]Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng Chau:
Robust Physical Adversarial Attack on Faster R-CNN Object Detector. CoRR abs/1804.05810 (2018) - [i19]Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Li Chen, Michael E. Kounavis, Duen Horng Chau:
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio. CoRR abs/1805.11852 (2018) - [i18]Ángel Alexander Cabrera, Fred Hohman, Jason Lin, Duen Horng Chau:
Interactive Classification for Deep Learning Interpretation. CoRR abs/1806.05660 (2018) - [i17]Mizanur Rahman, Nestor Hernandez, Bogdan Carbunar, Duen Horng Chau:
Search Rank Fraud De-Anonymization in Online Systems. CoRR abs/1806.08910 (2018) - [i16]James Abello, Fred Hohman, Varun Bezzam, Duen Horng Chau:
Large Graph Exploration via Subgraph Discovery and Decomposition. CoRR abs/1808.04414 (2018) - [i15]Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda B. Viégas, Martin Wattenberg:
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. CoRR abs/1809.01587 (2018) - 2017
- [j13]Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, Duen Horng Chau
, Emre Ertin, Deborah Estrin, Deepak Ganesan, Timothy Hnat, Syed Monowar Hossain, Zachary G. Ives, Jacqueline Kerr, Benjamin M. Marlin
, Susan A. Murphy, James M. Rehg
, Inbal Nahum-Shani, Vivek Shetty, Ida Sim, Bonnie Spring
, Mani B. Srivastava
, David W. Wetter:
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Comput. 16(2): 18-22 (2017) - [j12]Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau
:
Search Rank Fraud and Malware Detection in Google Play. IEEE Trans. Knowl. Data Eng. 29(6): 1329-1342 (2017) - [c70]Shang-Tse Chen, Yufei Han, Duen Horng Chau
, Christopher S. Gates, Michael Hart, Kevin A. Roundy:
Predicting Cyber Threats with Virtual Security Products. ACSAC 2017: 189-199 - [c69]Fred Hohman, Nathan O. Hodas, Duen Horng Chau
:
ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation. CHI Extended Abstracts 2017: 1694-1699 - [c68]Acar Tamersoy, Duen Horng Chau
, Munmun De Choudhury:
Analysis of Smoking and Drinking Relapse in an Online Community. DH 2017: 33-42 - [c67]Dezhi Fang, Fred Hohman, Peter J. Polack Jr., Hillol Sarker, Minsuk Kahng, Moushumi Sharmin, Mustafa al'Absi, Duen Horng Chau
:
mHealth visual discovery dashboard. UbiComp/ISWC Adjunct 2017: 237-240 - [c66]Paras Jain, Chirag Tailor, Sam Ford, Liexiao Ding, Michael Phillips, Fang (Cherry) Liu
, Nagi Gebraeel, Duen Horng Chau
:
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets. IPDPS Workshops 2017: 1078-1082 - [c65]Robert S. Pienta, Minsuk Kahng, Zhiyuan Lin
, Jilles Vreeken
, Partha P. Talukdar, James Abello, Ganesh Parameswaran, Duen Horng Chau
:
FACETS: Adaptive Local Exploration of Large Graphs. SDM 2017: 597-605 - [c64]Robert S. Pienta, Fred Hohman, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong
, Duen Horng Chau
:
Visual Graph Query Construction and Refinement. SIGMOD Conference 2017: 1587-1590 - [c63]Dezhi Fang, Matthew Keezer, Jacob Williams, Kshitij Kulkarni, Robert S. Pienta, Duen Horng Chau
:
Carina: Interactive Million-Node Graph Visualization using Web Browser Technologies. WWW (Companion Volume) 2017: 775-776 - [p1]Peter J. Polack Jr., Moushumi Sharmin, Kaya de Barbaro
, Minsuk Kahng, Shang-Tse Chen, Duen Horng Chau
:
Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 349-360 - [i14]Paras Jain, Chirag Tailor, Sam Ford, Liexiao Ding, Michael Phillips, Fang (Cherry) Liu, Nagi Gebraeel, Duen Horng Chau:
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets. CoRR abs/1701.07500 (2017) - [i13]Dezhi Fang, Matthew Keezer, Jacob Williams, Kshitij Kulkarni, Robert S. Pienta, Duen Horng Chau:
Carina: Interactive Million-Node Graph Visualization using Web Browser Technologies. CoRR abs/1702.07099 (2017) - [i12]Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau:
FairPlay: Fraud and Malware Detection in Google Play. CoRR abs/1703.02002 (2017) - [i11]Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng Chau:
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models. CoRR abs/1704.01942 (2017) - [i10]Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng Chau:
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression. CoRR abs/1705.02900 (2017) - 2016
- [j11]Kunal Malhotra, Shamkant B. Navathe, Duen Horng Chau
, Costas Hadjipanayis, Jimeng Sun
:
Constraint based temporal event sequence mining for Glioblastoma survival prediction. J. Biomed. Informatics 61: 267-275 (2016) - [j10]Minsuk Kahng, Shamkant B. Navathe, John T. Stasko, Duen Horng (Polo) Chau
:
Interactive Browsing and Navigation in Relational Databases. Proc. VLDB Endow. 9(12): 1017-1028 (2016) - [j9]Chen Chen
, Hanghang Tong
, B. Aditya Prakash, Charalampos E. Tsourakakis
, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau
:
Node Immunization on Large Graphs: Theory and Algorithms. IEEE Trans. Knowl. Data Eng. 28(1): 113-126 (2016) - [c62]Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson:
What's Hot in Intelligent User Interfaces. AAAI 2016: 4333-4334 - [c61]Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau:
Communication Efficient Distributed Agnostic Boosting. AISTATS 2016: 1299-1307 - [c60]Robert S. Pienta, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong
, Duen Horng Chau:
VISAGE: Interactive Visual Graph Querying. AVI 2016: 272-279 - [c59]Fang (Cherry) Liu
, Fu Shen, Duen Horng Chau
, Neil Bright, Mehmet Belgin:
Building a research data science platform from industrial machines. IEEE BigData 2016: 2270-2275 - [c58]Robert S. Pienta, Leilei Xiong, Santiago Grijalva, Duen Horng (Polo) Chau
, Minsuk Kahng:
STEPS: A Spatio-temporal Electric Power Systems Visualization. IUI Companion 2016: 32-35 - [c57]Michael A. Madaio, Shang-Tse Chen, Oliver L. Haimson
, Wenwen Zhang, Xiang Cheng, Matthew Hinds-Aldrich, Duen Horng Chau
, Bistra Dilkina
:
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta. KDD 2016: 185-194 - [c56]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: 623-640 - [c55]Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau
:
FairPlay: Fraud and Malware Detection in Google Play. SDM 2016: 99-107 - [c54]Minsuk Kahng, Dezhi Fang, Duen Horng (Polo) Chau
:
Visual exploration of machine learning results using data cube analysis. HILDA@SIGMOD 2016: 1 - [c53]Dezhi Fang, Duen Horng Chau
:
M3: Scaling Up Machine Learning via Memory Mapping. SIGMOD Conference 2016: 2249-2250 - [c52]Sucheta Soundarajan, Acar Tamersoy, Elias B. Khalil
, Tina Eliassi-Rad, Duen Horng Chau, Brian Gallagher
, Kevin A. Roundy:
Generating Graph Snapshots from Streaming Edge Data. WWW (Companion Volume) 2016: 109-110 - [i9]Michael A. Madaio, Shang-Tse Chen, Oliver L. Haimson, Wenwen Zhang, Xiang Cheng, Matthew Hinds-Aldrich, Duen Horng Chau, Bistra Dilkina:
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta. CoRR abs/1602.09067 (2016) - [i8]Minsuk Kahng, Shamkant B. Navathe, John T. Stasko, Duen Horng Chau:
Interactive Browsing and Navigation in Relational Databases. CoRR abs/1603.02371 (2016) - [i7]Dezhi Fang, Duen Horng Chau:
M3: Scaling Up Machine Learning via Memory Mapping. CoRR abs/1604.03034 (2016) - [i6]Peter J. Polack Jr., Shang-Tse Chen, Minsuk Kahng, Kaya de Barbaro, Moushumi Sharmin, Rahul C. Basole, Duen Horng Chau:
Chronodes: Interactive Multi-focus Exploration of Event Sequences. CoRR abs/1609.08535 (2016) - 2015
- [j8]Duen Horng (Polo) Chau, Oliver Brdiczka:
ACM IUI 2015 conference highlights. AI Matters 2(1): 14-15 (2015) - [j7]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): 318-323 (2015) - [j6]Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, J. Gayle Beck, Duen Horng Chau
, Tyson Condie, David E. Conroy
, Emre Ertin, Deborah Estrin, Deepak Ganesan, Cho Lam, Benjamin M. Marlin
, Clay B. Marsh, Susan A. Murphy
, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg
, Moushumi Sharmin, Vivek Shetty, Ida Sim, Bonnie Spring
, Mani B. Srivastava
, David W. Wetter:
Center of excellence for mobile sensor data-to-knowledge (MD2K). J. Am. Medical Informatics Assoc. 22(6): 1137-1142 (2015) - [j5]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): 147-161 (2015) - [c51]Robert S. Pienta, James Abello, Minsuk Kahng, Duen Horng Chau
:
Scalable graph exploration and visualization: Sensemaking challenges and opportunities. BigComp 2015: 271-278 - [c50]Robert Chen, Vikas Kumar, Natalie Fitch, Jitesh Jagadish, Lifan Zhang, William Dunn, Duen Horng Chau
:
explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients. EMBC 2015: 6830-6833 - [c49]Acar Tamersoy, Munmun De Choudhury, Duen Horng Chau
:
Characterizing Smoking and Drinking Abstinence from Social Media. HT 2015: 139-148 - [c48]Peter J. Polack Jr., Shang-Tse Chen, Minsuk Kahng, Moushumi Sharmin, Duen Horng Chau
:
TimeStitch: Interactive multi-focus cohort discovery and comparison. VAST 2015: 209-210 - [c47]Robert S. 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: 61-64 - [c46]Alexandre Yahi, Antoine Chassang, Louis Raynaud, Hugo Duthil, Duen Horng (Polo) Chau
:
Aurigo: an Interactive Tour Planner for Personalized Itineraries. IUI 2015: 275-285 - [c45]Rahul C. Basole, Hyunwoo Park
, Mayank Gupta, Mark L. Braunstein, Duen Horng Chau
, Michael Thompson:
A visual analytics approach to understanding care process variation and conformance. VAHC 2015: 6:1-6:8 - [c44]Srishti Gupta, Robert S. Pienta, Acar Tamersoy, Duen Horng Chau
, Rahul C. Basole:
Identifying Successful Investors in the Startup Ecosystem. WWW (Companion Volume) 2015: 39-40 - [e3]Oliver Brdiczka, Polo Chau, Giuseppe Carenini, Shimei Pan, Per Ola Kristensson:
Proceedings of the 20th International Conference on Intelligent User Interfaces, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015. ACM 2015, ISBN 978-1-4503-3306-1 [contents] - [e2]Oliver Brdiczka, Polo Chau, Giuseppe Carenini, Shimei Pan, Per Ola Kristensson:
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015. ACM 2015, ISBN 978-1-4503-3308-5 [contents] - [i5]Robert S. Pienta, Zhiyuan Lin, Minsuk Kahng, Jilles Vreeken, Partha P. Talukdar, James Abello, Ganesh Parameswaran, Duen Horng Chau:
Seeing the Forest through the Trees: Adaptive Local Exploration of Large Graphs. CoRR abs/1505.06792 (2015) - [i4]Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng Chau, Minsuk Kahng, U Kang:
M-Flash: Fast Billion-scale Graph Computation Using Block Partition Model. CoRR abs/1506.01406 (2015) - [i3]Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau:
Communication Efficient Distributed Agnostic Boosting. CoRR abs/1506.06318 (2015) - [i2]Paras Jain, Shang-Tse Chen, Mozhgan Azimpourkivi, Duen Horng Chau, Bogdan Carbunar:
Spotting Suspicious Reviews via (Quasi-)clique Extraction. CoRR abs/1509.05935 (2015) - 2014
- [j4]Acar Tamersoy, Elias B. Khalil
, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau
, Shamkant B. Navathe:
Large-scale insider trading analysis: patterns and discoveries. Soc. Netw. Anal. Min. 4(1): 201 (2014) - [j3]Evangelos E. Papalexakis
, Tudor Dumitras, Duen Horng Chau
, B. Aditya Prakash, Christos Faloutsos
:
SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. 4(1): 240 (2014) - [j2]Charles D. Stolper, Minsuk Kahng, Zhiyuan Lin
, Florian Foerster, Aakash Goel, John T. Stasko, Duen Horng Chau
:
GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration. IEEE Trans. Vis. Comput. Graph. 20(12): 2320-2328 (2014) - [c43]Yiqi Chen, Zhiyuan Lin
, Robert S. Pienta, Minsuk Kahng, Duen Horng Chau
:
Towards scalable graph computation on mobile devices. IEEE BigData 2014: 29-35 - [c42]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: 159-164 - [c41]Robert S. Pienta, Acar Tamersoy, Hanghang Tong
, Duen Horng Chau
:
MAGE: Matching approximate patterns in richly-attributed graphs. IEEE BigData 2014: 585-590 - [c40]Premkumar Saravanan, Samuel Clarke, Duen Horng (Polo) Chau
, Hongyuan Zha:
LatentGesture: active user authentication through background touch analysis. CCHI 2014: 110-113 - [c39]Duen Horng (Polo) Chau:
HCI meets data mining: principles and tools for big data analytics. CHI Extended Abstracts 2014: 1039-1040 - [c38]Charles D. Stolper, Florian Foerster, Minsuk Kahng, Zhiyuan Lin
, Aakash Goel, John T. Stasko, Duen Horng Chau
:
GLOs: graph-level operations for exploratory network visualization. CHI Extended Abstracts 2014: 1375-1380 - [c37]Acar Tamersoy, Kevin A. Roundy, Duen Horng Chau
:
Guilt by association: large scale malware detection by mining file-relation graphs. KDD 2014: 1524-1533 - [c36]Mahmudur Rahman, Bogdan Carbunar, Jaime Ballesteros, George Burri, Duen Horng (Polo) Chau
:
Turning the Tide: Curbing Deceptive Yelp Behaviors. SDM 2014: 244-252 - [c35]U Kang, Leman Akoglu, Duen Horng Chau
:
Big graph mining for the web and social media: algorithms, anomaly detection, and applications. WSDM 2014: 677-678 - 2013
- [c34]Acar Tamersoy, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng Chau
, Shamkant B. Navathe:
Inside insider trading: patterns & discoveries from a large scale exploratory analysis. ASONAM 2013: 797-804 - [c33]Evangelos E. Papalexakis
, Tudor Dumitras, Duen Horng (Polo) Chau
, B. Aditya Prakash, Christos Faloutsos
:
Spatio-temporal mining of software adoption & penetration. ASONAM 2013: 878-885 - [c32]Zhiyuan Lin
, Duen Horng (Polo) Chau
, U Kang:
Leveraging memory mapping for fast and scalable graph computation on a PC. IEEE BigData 2013: 95-98 - [c31]Changhyun Lee, Wei Zhuo, Jaegul Choo, Duen Horng (Polo) Chau
, Haesun Park:
Fast interactive visualization for multivariate data exploration. CHI Extended Abstracts 2013: 1773-1778 - [c30]Changhyun Lee, Jaegul Choo
, Duen Horng (Polo) Chau
, Haesun Park:
Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects. ICDM Workshops 2013: 1093-1096 - [c29]Zhiyuan Lin
, Nan Cao, Hanghang Tong
, Fei Wang, U Kang, Duen Horng (Polo) Chau
:
Demonstrating Interactive Multi-resolution Large Graph Exploration. ICDM Workshops 2013: 1097-1100 - [c28]Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau
, Haesun Park:
Augmenting MATLAB with semantic objects for an interactive visual environment. IDEA@KDD 2013: 63-70 - [c27]Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader
, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau
, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos
, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen
:
Detecting insider threats in a real corporate database of computer usage activity. KDD 2013: 1393-1401 - [c26]Leman Akoglu, Duen Horng Chau
, Christos Faloutsos
, Nikolaj Tatti
, Hanghang Tong
, Jilles Vreeken
:
Mining Connection Pathways for Marked Nodes in Large Graphs. SDM 2013: 37-45 - [e1]Duen Horng Chau, Jilles Vreeken, Matthijs van Leeuwen, Christos Faloutsos:
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2329-1 [contents] - 2012
- [b1]Polo Chau:
Data Mining Meets HCI: Making Sense of Large Graphs. Carnegie Mellon University, USA, 2012 - [c25]Duen Horng Chau
, Leman Akoglu, Jilles Vreeken
, Hanghang Tong
, Christos Faloutsos
:
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs. ASONAM 2012: 696-698 - [c24]Jacob Eisenstein, Duen Horng Chau, Aniket Kittur, Eric P. Xing:
TopicViz: interactive topic exploration in document collections. CHI Extended Abstracts 2012: 2177-2182 - [c23]U Kang, Duen Horng Chau
, Christos Faloutsos
:
Pegasus: Mining billion-scale graphs in the cloud. ICASSP 2012: 5341-5344 - [c22]Duen Horng Chau
, Leman Akoglu, Jilles Vreeken
, Hanghang Tong
, Christos Faloutsos
:
TourViz: interactive visualization of connection pathways in large graphs. KDD 2012: 1516-1519 - [c21]Leman Akoglu, Duen Horng Chau
, U Kang, Danai Koutra, Christos Faloutsos
:
OPAvion: mining and visualization in large graphs. SIGMOD Conference 2012: 717-720 - 2011
- [j1]Polo Chau:
Catching bad guys with graph mining. XRDS 17(3): 16-18 (2011) - [c20]Duen Horng Chau
, Aniket Kittur, Jason I. Hong
, Christos Faloutsos
:
Apolo: making sense of large network data by combining rich user interaction and machine learning. CHI 2011: 167-176 - [c19]U Kang, Duen Horng Chau
, Christos Faloutsos
:
Mining large graphs: Algorithms, inference, and discoveries. ICDE 2011: 243-254 - [c18]Duen Horng Chau
, Aniket Kittur, Jason I. Hong
, Christos Faloutsos
:
Apolo: interactive large graph sensemaking by combining machine learning and visualization. KDD 2011: 739-742 - [c17]Danai Koutra, Tai-You Ke, U Kang, Duen Horng Chau
, Hsing-Kuo Kenneth Pao, Christos Faloutsos
:
Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms. ECML/PKDD (2) 2011: 245-260 - [c16]Duen Horng Chau
, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos
:
Large Scale Graph Mining and Inference for Malware Detection. SDM 2011: 131-142 - [i1]Jacob Eisenstein, Duen Horng Chau, Aniket Kittur, Eric P. Xing:
TopicScape: Semantic Navigation of Document Collections. CoRR abs/1110.6200 (2011) - 2010
- [c15]Hanghang Tong
, B. Aditya Prakash, Charalampos E. Tsourakakis
, Tina Eliassi-Rad, Christos Faloutsos
, Duen Horng Chau
:
On the Vulnerability of Large Graphs. ICDM 2010: 1091-1096
2000 – 2009
- 2009
- [c14]Duen Horng Chau, Aniket Kittur, Christos Faloutsos
, Jason I. Hong:
SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. CHI Extended Abstracts 2009: 3535-3536 - 2008
- [c13]Duen Horng Chau
, Brad A. Myers, Andrew Faulring:
What to do when search fails: finding information by association. CHI 2008: 999-1008 - [c12]Duen Horng Chau
, Christos Faloutsos
, Hanghang Tong
, Jason I. Hong
, Brian Gallagher
, Tina Eliassi-Rad:
GRAPHITE: A Visual Query System for Large Graphs. ICDM Workshops 2008: 963-966 - 2007
- [c11]Jacob O. Wobbrock, Duen Horng Chau
, Brad A. Myers:
An alternative to push, press, and tap-tap-tap: gesturing on an isometric joystick for mobile phone text entry. CHI 2007: 667-676 - [c10]Jeffrey Nichols, Duen Horng Chau
, Brad A. Myers:
Demonstrating the viability of automatically generated user interfaces. CHI 2007: 1283-1292 - [c9]Iván E. González, Jacob O. Wobbrock, Duen Horng Chau
, Andrew Faulring, Brad A. Myers:
Eyes on the road, hands on the wheel: thumb-based interaction techniques for input on steering wheels. Graphics Interface 2007: 95-102 - [c8]Shashank Pandit, Duen Horng Chau
, Samuel Wang, Christos Faloutsos
:
Netprobe: a fast and scalable system for fraud detection in online auction networks. WWW 2007: 201-210 - [c7]Duen Horng Chau
, Shashank Pandit, Samuel Wang, Christos Faloutsos
:
Parallel crawling for online social networks. WWW 2007: 1283-1284 - 2006
- [c6]Brad A. Myers, David A. Weitzman, Amy J. Ko, Duen Horng Chau:
Answering why and why not questions in user interfaces. CHI 2006: 397-406 - [c5]Duen Horng Chau
, Jacob O. Wobbrock, Brad A. Myers, Brandon Rothrock:
Integrating isometric joysticks into mobile phones for text entry. CHI Extended Abstracts 2006: 640-645 - [c4]Duen Horng Chau
, Shashank Pandit, Christos Faloutsos
:
Detecting Fraudulent Personalities in Networks of Online Auctioneers. PKDD 2006: 103-114 - [c3]Jeffrey Nichols, Brandon Rothrock, Duen Horng Chau
, Brad A. Myers:
Huddle: automatically generating interfaces for systems of multiple connected appliances. UIST 2006: 279-288 - [c2]Jacob O. Wobbrock, Brad A. Myers, Duen Horng Chau
:
In-stroke word completion. UIST 2006: 333-336 - [c1]Amy J. Ko, Brad A. Myers, Duen Horng Chau
:
A Linguistic Analysis of How People Describe Software Problems. VL/HCC 2006: 127-134
Coauthor Index
aka: Sheng-Yun Peng
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