Duen Horng Chau
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
85
Venues
28
Active years
2006–2026
Best venue rank
A*
Where they publish
- A*CHI18 papers
- A*KDD8 papers
- A*WWW8 papers
- A*AAAI6 papers
- ACIKM6 papers
- A*ACL4 papers
- A*SIGMOD4 papers
- ASDM4 papers
- A*IJCAI2 papers
- A*ICLR2 papers
- A*SIGIR2 papers
- AIUI2 papers
- MulticonferenceICASSP2 papers
- A*ICDM2 papers
- A*UIST2 papers
- BPAKDD1 paper
- A*EMNLP1 paper
- A*ICML1 paper
- ASIGCSE1 paper
- ABMVC1 paper
- A*CVPR1 paper
- A*ECCV1 paper
- AInterspeech1 paper
- AACSAC1 paper
- AAISTATS1 paper
- BAVI1 paper
- AWSDM1 paper
- A*ICDE1 paper
Papers
85 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | PAKDD | Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation. | Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Sheng-Yun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau |
| 2025 | EMNLP | Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety. | Seongmin Lee, Aeree Cho, Grace C. Kim, Shengyun Peng, Mansi Phute, Duen Horng Chau |
| 2025 | ICML | ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. | Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau |
| 2025 | IJCAI | RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering. | Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau |
| 2025 | SIGCSE | Managing Project Teams in an Online Class of 1000+ Students. | Nazanin Alsadat Tabatabaei Anaraki, Taneisha Ng, Gaurav Verma, Yu Fu, Martin O'Connell, Matthew Hull, Susanta Routray, Max Mahdi Roozbahani, Duen Horng Chau |
| 2024 | AAAI | T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. | Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany |
| 2024 | ACL | Wordflow: Social Prompt Engineering for Large Language Models. | Zijie J. Wang, Aishwarya Chakravarthy, David Munechika, Duen Horng Chau |
| 2024 | CHI | ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality. | Pratham Darrpan Mehta, Harsha Karanth, Haoyang Yang, Timothy C. Slesnick, Fawwaz Shaw, Duen Horng Chau |
| 2024 | CHI | SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks. | Zijie J. Wang, David Munechika, Seongmin Lee, Duen Horng Chau |
| 2024 | ICLR | Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes. | Matthew Hull, Zijie J. Wang, Duen Horng Chau |
| 2024 | ICLR | LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. | Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau |
| 2024 | IJCAI | Interactive Visual Learning for Stable Diffusion. | Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau |
| 2024 | KDD | Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars. | Austin P. Wright, Scott Davidoff, Duen Horng Chau |
| 2024 | SIGIR | MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. | Zijie J. Wang, Duen Horng Chau |
| 2023 | AAAI | TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. | 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 |
| 2023 | AAAI | Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract). | Kevin Li, Rahul Duggal, Duen Horng Chau |
| 2023 | ACL | WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings. | Zijie J. Wang, Fred Hohman, Duen Horng Chau |
| 2023 | ACL | DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models. | Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau |
| 2023 | BMVC | Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. | Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau |
| 2023 | CHI | GAM Coach: Towards Interactive and User-centered Algorithmic Recourse. | Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau |
| 2023 | CIKM | Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. | Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin P. Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Kevin Li, Judy Hoffman, Duen Horng Chau |
| 2023 | IUI | Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework. | Austin P. Wright, Peter Nemere, Adrian Galvin, Duen Horng Chau, Scott Davidoff |
| 2023 | WWW | WebSHAP: Towards Explaining Any Machine Learning Models Anywhere. | Zijie J. Wang, Duen Horng Chau |
| 2022 | AAAI | A Search Engine for Discovery of Scientific Challenges and Directions. | 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 |
| 2022 | CHI | MisVis: Explaining Web Misinformation Connections via Visual Summary. | Seongmin Lee, Sadia Afroz, Haekyu Park, Zijie J. Wang, Omar Shaikh, Vibhor Sehgal, Ankit Peshin, Duen Horng Chau |
| 2022 | CIKM | MalNet: A Large-Scale Image Database of Malicious Software. | Scott Freitas, Rahul Duggal, Duen Horng Chau |
| 2022 | CIKM | Context-aware Traffic Flow Forecasting in New Roads. | Namhyuk Kim, Dong-Kyu Chae, Jung Ah Shin, Sang-Wook Kim, Duen Horng Chau, Sunghwan Park |
| 2022 | CIKM | Visual Exploration of Literature with Argo Scholar. | Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau |
| 2022 | CVPR | VIsCUIT: Visual Auditor for Bias in CNN Image Classifier. | Seongmin Lee, Judy Hoffman, Zijie J. Wang, Duen Horng Chau |
| 2022 | ECCV | SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning. | Nilaksh Das, Sheng-Yun Peng, Duen Horng Chau |
| 2022 | ICASSP | Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. | Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff |
| 2022 | KDD | Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values. | Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana |
| 2022 | WWW | VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. | Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany |
| 2021 | AAAI | SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models. | Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau |
| 2021 | ACL | Dodrio: Exploring Transformer Models with Interactive Visualization. | Zijie J. Wang, Robert Turko, Duen Horng Chau |
| 2021 | CHI | Interactive Cardiovascular Surgical Planning via Augmented Reality. | Jonathan Leo, Zhiyan Zhou, Haoyang Yang, Megan Dass, Anish Upadhayay, Timothy C. Slesnick, Fawwaz Shaw, Duen Horng Chau |
| 2021 | CHI | EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. | Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau |
| 2021 | CIKM | Evaluating Graph Vulnerability and Robustness using TIGER. | Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau |
| 2021 | Interspeech | Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning. | Nilaksh Das, Sravan Bodapati, Monica Sunkara, Sundararajan Srinivasan, Duen Horng Chau |
| 2020 | CHI | Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning. | Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau |
| 2020 | CHI | CNN 101: Interactive Visual Learning for Convolutional Neural Networks. | Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng Chau |
| 2020 | CIKM | Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers. | Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau |
| 2020 | WWW | REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. | Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun |
| 2020 | SIGIR | AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems. | Dong-Kyu Chae, Jihoo Kim, Duen Horng Chau, Sang-Wook Kim |
| 2020 | SIGMOD | GOGGLES: Automatic Image Labeling with Affinity Coding. | Nilaksh Das, Sanya Chaba, Renzhi Wu, Sakshi Gandhi, Duen Horng Chau, Xu Chu |
| 2019 | IUI | Atlas: local graph exploration in a global context. | James Abello, Fred Hohman, Varun Bezzam, Duen Horng Chau |
| 2018 | KDD | SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. | Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau |
| 2017 | ACSAC | Predicting Cyber Threats with Virtual Security Products. | Shang-Tse Chen, Yufei Han, Duen Horng Chau, Christopher S. Gates, Michael Hart, Kevin A. Roundy |
| 2017 | CHI | ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation. | Fred Hohman, Nathan O. Hodas, Duen Horng Chau |
| 2017 | WWW | Carina: Interactive Million-Node Graph Visualization using Web Browser Technologies. | Dezhi Fang, Matthew Keezer, Jacob Williams, Kshitij Kulkarni, Robert S. Pienta, Duen Horng Chau |
| 2017 | SIGMOD | Visual Graph Query Construction and Refinement. | Robert S. Pienta, Fred Hohman, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong, Duen Horng Chau |
| 2017 | SDM | FACETS: Adaptive Local Exploration of Large Graphs. | Robert S. Pienta, Minsuk Kahng, Zhiyuan Lin, Jilles Vreeken, Partha P. Talukdar, James Abello, Ganesh Parameswaran, Duen Horng Chau |
| 2016 | AAAI | What's Hot in Intelligent User Interfaces. | Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson |
| 2016 | AISTATS | Communication Efficient Distributed Agnostic Boosting. | Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau |
| 2016 | AVI | VISAGE: Interactive Visual Graph Querying. | Robert S. Pienta, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong, Duen Horng Chau |
| 2016 | KDD | Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta. | Michael A. Madaio, Shang-Tse Chen, Oliver L. Haimson, Wenwen Zhang, Xiang Cheng, Matthew Hinds-Aldrich, Duen Horng Chau, Bistra Dilkina |
| 2016 | WWW | Generating Graph Snapshots from Streaming Edge Data. | Sucheta Soundarajan, Acar Tamersoy, Elias B. Khalil, Tina Eliassi-Rad, Duen Horng Chau, Brian Gallagher, Kevin A. Roundy |
| 2016 | SIGMOD | M3: Scaling Up Machine Learning via Memory Mapping. | Dezhi Fang, Duen Horng Chau |
| 2016 | SDM | FairPlay: Fraud and Malware Detection in Google Play. | Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau |
| 2015 | WWW | Identifying Successful Investors in the Startup Ecosystem. | Srishti Gupta, Robert S. Pienta, Acar Tamersoy, Duen Horng Chau, Rahul C. Basole |
| 2014 | CHI | GLOs: graph-level operations for exploratory network visualization. | Charles D. Stolper, Florian Foerster, Minsuk Kahng, Zhiyuan Lin, Aakash Goel, John T. Stasko, Duen Horng Chau |
| 2014 | KDD | Guilt by association: large scale malware detection by mining file-relation graphs. | Acar Tamersoy, Kevin A. Roundy, Duen Horng Chau |
| 2014 | WSDM | Big graph mining for the web and social media: algorithms, anomaly detection, and applications. | U Kang, Leman Akoglu, Duen Horng Chau |
| 2013 | KDD | Detecting insider threats in a real corporate database of computer usage activity. | 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 |
| 2013 | SDM | Mining Connection Pathways for Marked Nodes in Large Graphs. | Leman Akoglu, Duen Horng Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken |
| 2012 | CHI | TopicViz: interactive topic exploration in document collections. | Jacob Eisenstein, Duen Horng Chau, Aniket Kittur, Eric P. Xing |
| 2012 | ICASSP | Pegasus: Mining billion-scale graphs in the cloud. | U Kang, Duen Horng Chau, Christos Faloutsos |
| 2012 | KDD | TourViz: interactive visualization of connection pathways in large graphs. | Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos |
| 2012 | SIGMOD | OPAvion: mining and visualization in large graphs. | Leman Akoglu, Duen Horng Chau, U Kang, Danai Koutra, Christos Faloutsos |
| 2011 | CHI | Apolo: making sense of large network data by combining rich user interaction and machine learning. | Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos |
| 2011 | ICDE | Mining large graphs: Algorithms, inference, and discoveries. | U Kang, Duen Horng Chau, Christos Faloutsos |
| 2011 | KDD | Apolo: interactive large graph sensemaking by combining machine learning and visualization. | Duen Horng Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos |
| 2011 | SDM | Large Scale Graph Mining and Inference for Malware Detection. | Duen Horng Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos |
| 2010 | ICDM | On the Vulnerability of Large Graphs. | Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau |
| 2009 | CHI | SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. | Duen Horng Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong |
| 2008 | CHI | What to do when search fails: finding information by association. | Duen Horng Chau, Brad A. Myers, Andrew Faulring |
| 2008 | ICDM | GRAPHITE: A Visual Query System for Large Graphs. | Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad |
| 2007 | CHI | Demonstrating the viability of automatically generated user interfaces. | Jeffrey Nichols, Duen Horng Chau, Brad A. Myers |
| 2007 | CHI | An alternative to push, press, and tap-tap-tap: gesturing on an isometric joystick for mobile phone text entry. | Jacob O. Wobbrock, Duen Horng Chau, Brad A. Myers |
| 2007 | WWW | Parallel crawling for online social networks. | Duen Horng Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos |
| 2007 | WWW | Netprobe: a fast and scalable system for fraud detection in online auction networks. | Shashank Pandit, Duen Horng Chau, Samuel Wang, Christos Faloutsos |
| 2006 | CHI | Integrating isometric joysticks into mobile phones for text entry. | Duen Horng Chau, Jacob O. Wobbrock, Brad A. Myers, Brandon Rothrock |
| 2006 | CHI | Answering why and why not questions in user interfaces. | Brad A. Myers, David A. Weitzman, Amy J. Ko, Duen Horng Chau |
| 2006 | UIST | Huddle: automatically generating interfaces for systems of multiple connected appliances. | Jeffrey Nichols, Brandon Rothrock, Duen Horng Chau, Brad A. Myers |
| 2006 | UIST | In-stroke word completion. | Jacob O. Wobbrock, Brad A. Myers, Duen Horng Chau |