Chau, Duen Horng

26 publications

ICML 2025 ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau

IJCAI 2025 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

NeurIPS 2025 Shape It up! Restoring LLM Safety During Finetuning ShengYun Peng, Pin-Yu Chen, Jianfeng Chi, Seongmin Lee, Duen Horng Chau

NeurIPS 2024 Dense Associative Memory Through the Lens of Random Features Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov

IJCAI 2024 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

NeurIPS 2024 Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models Sheng Yun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau

NeurIPS 2024 Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image Detectors Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman

AAAI 2024 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

NeurIPSW 2024 UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining ShengYun Peng, Aishwarya Chakravarthy, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau

NeurIPS 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed Zaki, Dmitry Krotov

NeurIPSW 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J Zaki, Dmitry Krotov

AAAI 2023 Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract) Kevin Li, Rahul Duggal, Duen Horng Chau

NeurIPSW 2023 High-Performance Transformers for Table Structure Recognition Need Early Convolutions Anthony Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau

NeurIPSW 2023 Memory in Plain Sight: A Survey of the Uncanny Resemblances Between Diffusion Models and Associative Memories Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau

AAAI 2023 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

AAAI 2022 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

NeurIPSW 2022 A Universal Abstraction for Hierarchical Hopfield Networks Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Dmitry Krotov

CVPR 2022 DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors Sivapriya Vellaichamy, Matthew Hull, Zijie J. Wang, Nilaksh Das, ShengYun Peng, Haekyu Park, Duen Horng Chau

ECCVW 2022 SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning Nilaksh Das, Sheng-Yun Peng, Duen Horng Chau

CVPR 2022 VisCUIT: Visual Auditor for Bias in CNN Image Classifier Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng Chau

NeurIPSW 2021 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

AAAI 2021 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

Distill 2020 Communicating with Interactive Articles Fred Hohman, Matthew Conlen, Jeffrey Heer, Duen Horng Chau

AISTATS 2016 Communication Efficient Distributed Agnostic Boosting Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau

AAAI 2016 What's Hot in Intelligent User Interfaces Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson

ECML-PKDD 2011 Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms Danai Koutra, Tai-You Ke, U Kang, Duen Horng Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos