| 2024 | WACV | Grafting Vision Transformers. | Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo |
| 2024 | WACV | CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection. | Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Ziping Xu, Seychelle M. Vos, Michael A. Cianfrocco |
| 2023 | IJCAI | Improve Video Representation with Temporal Adversarial Augmentation. | Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu |
| 2022 | ICLR | RegionViT: Regional-to-Local Attention for Vision Transformers. | Chun-Fu Chen, Rameswar Panda, Quanfu Fan |
| 2022 | ICLR | Can an Image Classifier Suffice For Action Recognition? | Quanfu Fan, Chun-Fu Chen, Rameswar Panda |
| 2022 | UAI | Distributed adversarial training to robustify deep neural networks at scale. | Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu |
| 2021 | CVPR | Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition. | Chun-Fu (Richard) Chen, Rameswar Panda, Kandan Ramakrishnan, Rogrio Feris, John Cohn, Aude Oliva, Quanfu Fan |
| 2021 | ICCV | CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. | Chun-Fu (Richard) Chen, Quanfu Fan, Rameswar Panda |
| 2021 | ICCV | AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition. | Rameswar Panda, Chun-Fu (Richard) Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogrio Feris |
| 2021 | ICLR | Generating Adversarial Computer Programs using Optimized Obfuscations. | Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly |
| 2020 | CVPR | Relationship Matters: Relation Guided Knowledge Transfer for Incremental Learning of Object Detectors. | Kandan Ramakrishnan, Rameswar Panda, Quanfu Fan, John Henning, Aude Oliva, Rogrio Feris |
| 2020 | ECCV | Adversarial T-Shirt! Evading Person Detectors in a Physical World. | Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin |
| 2019 | ICCV | Reasoning About Human-Object Interactions Through Dual Attention Networks. | Tete Xiao, Quanfu Fan, Danny Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou |
| 2019 | ICLR | Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. | Chun-Fu (Richard) Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogrio Schmidt Feris |
| 2019 | ICLR | Structured Adversarial Attack: Towards General Implementation and Better Interpretability. | Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin |
| 2018 | ISM | SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs. | Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia |
| 2018 | WACV | Semantically Guided Visual Question Answering. | Handong Zhao, Quanfu Fan, Dan Gutfreund, Yun Fu |
| 2017 | BMVC | Sparse Deep Feature Representation for Object Detection from Wearable Cameras. | Quanfu Fan, Richard Chen |
| 2016 | ECCV | A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection. | Zhaowei Cai, Quanfu Fan, Rogrio Schmidt Feris, Nuno Vasconcelos |
| 2016 | ICPR | Enhanced face detection using body part detections for wearable cameras. | Lisa M. Brown, Quanfu Fan |
| 2016 | WACV | People detection in crowded scenes by context-driven label propagation. | Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas |
| 2015 | AVSS | Self-calibration from vehicle information. | Lisa M. Brown, Quanfu Fan, Yun Zhai |
| 2014 | AVSS | Long-term object tracking for parked vehicle detection. | Quanfu Fan, Sharath Pankanti, Lisa M. Brown |
| 2014 | CVPR | Temporal Sequence Modeling for Video Event Detection. | Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary |
| 2014 | CVPR | Random Laplace Feature Maps for Semigroup Kernels on Histograms. | Jiyan Yang, Vikas Sindhwani, Quanfu Fan, Haim Avron, Michael W. Mahoney |
| 2013 | ICCV | Relative Attributes for Large-Scale Abandoned Object Detection. | Quanfu Fan, Prasad Gabbur, Sharath Pankanti |
| 2012 | AVSS | Robust Foreground and Abandonment Analysis for Large-Scale Abandoned Object Detection in Complex Surveillance Videos. | Quanfu Fan, Sharath Pankanti |
| 2012 | CVPR | Hand tracking by binary quadratic programming and its application to retail activity recognition. | Hoang Trinh, Quanfu Fan, Prasad Gabbur, Sharath Pankanti |
| 2012 | WACV | Multimodal ranking for non-compliance detection in retail surveillance. | Hoang Trinh, Sharath Pankanti, Quanfu Fan |
| 2011 | AVSS | Modeling of temporarily static objects for robust abandoned object detection in urban surveillance. | Quanfu Fan, Sharath Pankanti |
| 2011 | ICASSP | Detecting human activities in retail surveillance using hierarchical finite state machine. | Hoang Trinh, Quanfu Fan, Jiyan Pan, Prasad Gabbur, Sachiko Miyazawa, Sharath Pankanti |
| 2011 | ICIP | Robust abandoned object detection using region-level analysis. | Jiyan Pan, Quanfu Fan, Sharath Pankanti |
| 2011 | KDD | A pattern discovery approach to retail fraud detection. | Prasad Gabbur, Sharath Pankanti, Quanfu Fan, Hoang Trinh |
| 2011 | WACV | Soft margin keyframe comparison: Enhancing precision of fraud detection in retail surveillance. | Jiyan Pan, Quanfu Fan, Sharath Pankanti, Hoang Trinh, Prasad Gabbur, Sachiko Miyazawa |
| 2010 | ICASSP | Graph based event detection from realistic videos using weak feature correspondence. | Lei Ding, Quanfu Fan, Jen-Hao Hsiao, Sharath Pankanti |
| 2010 | ICIP | An integer programming approach to visual compliance. | Lei Ding, Quanfu Fan, Sharath Pankanti |
| 2009 | CVPR | Recognition of repetitive sequential human activity. | Quanfu Fan, Russell Bobbitt, Yun Zhai, Akira Yanagawa, Sharath Pankanti, Arun Hampapur |
| 2009 | ICASSP | Detecting sweethearting in retail surveillance videos. | Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur |
| 2007 | CVPR | Reducing correspondence ambiguity in loosely labeled training data. | Kobus Barnard, Quanfu Fan |
| 2007 | ICASSP | Temporal Modeling of Slide Change in Presentation Videos. | Quanfu Fan, Arnon Amir, Kobus Barnard, Ranjini Swaminathan, Alon Efrat |
| 2005 | ALENEX | Hardware-Assisted Natural Neighbor Interpolation. | Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian |