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Chau, Duen Horng

  1. DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
    2022/10/26 by Zijie J. Wang, Evan Montoya, Wang, Zijie J. +9 · 68 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
  2. LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
    2023/08/14 by Mansi Phute, Phute, Mansi, Alec Helbling +8 · 69 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  3. WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
    2023/06/15 by Zijie J. Wang, Fred Hohman, Wang, Zijie J. +3 · 1 voice · 7 citations
    Computer Science · #Data Visualization and Analytics #Computational Physics and Python Applications #Data Analysis with R
  4. Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
    2017/05/08 by Nilaksh Das, Das, Nilaksh, Madhuri Shanbhogue +11 · 37 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
  5. Visual Analytics in Deep Learning: An Interrogative Survey for the Next\n Frontiers
    2018/01/21 by Fred Hohman, Minsuk Kahng, Hohman, Fred +5 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.6.g #I.5.1.d #I.6.9.c #I.6.9.f #Image and Video Quality Assessment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Visual Attention and Saliency Detection
  6. Summit: Scaling Deep Learning Interpretability by Visualizing Activation\n and Attribution Summarizations
    2019/04/03 by Fred Hohman, Hohman, Fred, Haekyu Park +5 · 1 voice · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Adversarial Robustness in Machine Learning
  7. A Large-Scale Database for Graph Representation Learning
    2020/11/16 by Scott Freitas, Freitas, Scott, Yuxiao Dong +5 · 11 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Algorithms
  8. ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
    2017/04/06 by Minsuk Kahng, Kahng, Minsuk, Pierre Andrews +5 · 9 citations
    Computer Science · #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #Data Analysis with R
  9. Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
    2018/02/19 by Nilaksh Das, Madhuri Shanbhogue, Das, Nilaksh +13 · 9 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
    2024/05/27 by ShengYun Peng, Peng, ShengYun, Pin-Yu Chen +5 · 21 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  11. Dodrio: Exploring Transformer Models with Interactive Visualization
    2021/03/26 by Wang, Zijie J., Turko, Robert, Chau, Duen Horng · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  12. MalNet: A Large-Scale Image Database of Malicious Software
    2021/01/31 by Scott Freitas, Freitas, Scott, Rahul Duggal +3 · 6 citations
    Computer Science · Medicine · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infections and Outbreaks Research
  13. ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
    2025/02/06 by Alec Helbling, Tuna Han Salih Meral, Helbling, Alec +6 · 16 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  14. Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models
    2023/09/28 by Benjamin Hoover, Hendrik Strobelt, Hoover, Benjamin +9 · 2 voices · 4 citations
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Neural Networks Stability and Synchronization #Neural Networks and Applications #cs.AI #cs.LG #math.DS
  15. Transformer Explainer: Interactive Learning of Text-Generative Models
    2024/08/08 by Aeree Cho, Cho, Aeree, Grace Kim +13 · 1 voice · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  16. GAM Changer: Editing Generalized Additive Models with Interactive Visualization
    2021/12/06 by Zijie J. Wang, Wang, Zijie J., Alex Kale +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  17. LLM Attributor: Interactive Visual Attribution for LLM Generation
    2024/04/01 by Seongmin Lee, Lee, Seongmin, Zijie J. Wang +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  18. Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
    2023/08/30 by Shengyun Peng, Peng, ShengYun, Weilin Xu +15 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
    2023/05/04 by Seongmin Lee, Lee, Seongmin, Benjamin Hoover +17 · 4 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  20. Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
    2024/11/12 by Anisha Pal, Pal, Anisha, Julia Kruk +11 · 1 voice · 5 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
  21. UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining
    2024/03/07 by Shengyun Peng, Peng, ShengYun, Seongmin Lee +8 · 4 citations
    Computer Science · Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Web Data Mining and Analysis
  22. Examining the Ordering of Rhetorical Strategies in Persuasive Requests
    2020/10/09 by Omar Shaikh, Shaikh, Omar, Jiaao Chen +7 · 2 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Opinion Dynamics and Social Influence #Sentiment Analysis and Opinion Mining
  23. EnergyVis: Interactively Tracking and Exploring Energy Consumption for\n ML Models
    2021/03/30 by Omar Shaikh, Shaikh, Omar, Jon Saad-Falcon +11 · 2 citations
    Engineering · #Green IT and Sustainability
  24. Wordflow: Social Prompt Engineering for Large Language Models
    2024/01/25 by Zijie J. Wang, Wang, Zijie J., Aishwarya Chakravarthy +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  25. Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
    2016/02/29 by Michael Madaio, Madaio, Michael, Shang-Tse Chen +13 · 1 citation
    Engineering · Environmental Science · #Computers and Society (cs.CY) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire effects on ecosystems
  26. Chronodes: Interactive Multi-focus Exploration of Event Sequences
    2016/09/27 by Peter J. Polack, Shang-Tse Chen, Polack, Peter J +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Time Series Analysis and Forecasting
  27. FairPlay: Fraud and Malware Detection in Google Play
    2017/03/06 by Rahman, Mahmudur, Rahman, Mizanur, Carbunar, Bogdan +1 · 1 citation
    #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  28. ADAGIO: Interactive Experimentation with Adversarial Attack and Defense\n for Audio
    2018/05/30 by Nilaksh Das, Madhuri Shanbhogue, Das, Nilaksh +9 · 1 citation
    Computer Science · Physics and Astronomy · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  29. UnMask: Adversarial Detection and Defense Through Robust Feature\n Alignment
    2020/02/21 by Scott Freitas, Freitas, Scott, Shang-Tse Chen +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Dense Associative Memory Through the Lens of Random Features
    2024/10/31 by Benjamin Hoover, Hoover, Benjamin, Duen Horng Chau +7 · 2 voices · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Neural Networks and Applications #cs.LG
  31. Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural\n Networks
    2020/09/05 by Nilaksh Das, Das, Nilaksh, Haekyu Park +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Best of Both Worlds: Robust Accented Speech Recognition with Adversarial\n Transfer Learning
    2021/03/09 by Nilaksh Das, Das, Nilaksh, Sravan Bodapati +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  33. A Comparative Analysis of Industry Human-AI Interaction Guidelines
    2020/10/22 by Austin P. Wright, Zijie J. Wang, Wright, Austin P. +15 · 1 citation
    Health Professions · Psychology · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Occupational Health and Safety Research
  34. NeuroCartography: Scalable Automatic Visual Summarization of Concepts in\n Deep Neural Networks
    2021/08/29 by Haekyu Park, Park, Haekyu, Nilaksh Das +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
  35. Interactive Classification for Deep Learning Interpretation
    2018/06/14 by Ángel Alexander Cabrera, Cabrera, Ángel Alexander, Fred Hohman +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications
  36. VisCUIT: Visual Auditor for Bias in CNN Image Classifier
    2022/04/12 by Seongmin Lee, Lee, Seongmin, Zijie J. Wang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  37. ManimML: Communicating Machine Learning Architectures with Animation
    2023/06/29 by Alec Helbling, Helbling, Alec, Chau, Duen Horng · 2 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification
  38. High-Performance Transformers for Table Structure Recognition Need Early Convolutions
    2023/11/09 by Shengyun Peng, Seongmin Lee, Peng, ShengYun +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  39. REVAMP: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes
    2023/10/18 by Matthew S. Hull, Zijie J. Wang, Hull, Matthew +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  40. Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
    2025/06/05 by Seongmin Lee, Aeree Cho, Lee, Seongmin +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
  41. ELF: An Early-Exiting Framework for Long-Tailed Classification
    2020/06/22 by Rahul Duggal, Duggal, Rahul, Scott Freitas +7 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)