| 2026 | AAAI | PANDA - Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning. | Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2026 | WACV | Food Image Generation on Multi-Noun Categories. | Xinyue Pan, Yuhao Chen, Jiangpeng He, Fengqing Zhu |
| 2025 | CVPR | CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning. | Jiangpeng He, Zhihao Duan, Fengqing Zhu |
| 2025 | CVPR | Extra-Lightweight AI-Based Privacy Preserving Framework for Egocentric Wearable Cameras. | Long Li, Fengqing Zhu, Heather A. Eicher-Miller, J. Graham Thomas, Yuning Huang, Edward Sazonov |
| 2025 | CVPR | PS4PRO: Pixel-to-pixel Supervision for Photorealistic Rendering and Optimization. | Yezhi Shen, Qiuchen Zhai, Fengqing Zhu |
| 2025 | CVPR | Balanced Rate-Distortion Optimization in Learned Image Compression. | Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu |
| 2025 | ICIP | Confidence-Aware Agglomeration Classification And Segmentation Of 2D Microscopic Food Crystal Images | Xiaoyu Ji, Ali Shakouri, Fengqing Zhu |
| 2025 | ICIP | Low-Rank Adaptation of Pre-Trained Vision Backbones for Energy-Efficient Image Coding For Machines. | Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu |
| 2025 | ICIP | ICP-3DGS: SFM-Free 3D Gaussian Splatting for Large-Scale Unbounded Scenes. | Chenhao Zhang, Yezhi Shen, Fengqing Zhu |
| 2024 | AAAI | Deep Hierarchical Video Compression. | Ming Lu, Zhihao Duan, Fengqing Zhu, Zhan Ma |
| 2024 | AAAI | Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding. | Yichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding, Fengqing Zhu, Zhan Ma |
| 2024 | CVPR | Towards Backward-Compatible Continual Learning of Image Compression. | Zhihao Duan, Ming Lu, Justin Yang, Jiangpeng He, Zhan Ma, Fengqing Zhu |
| 2024 | CVPR | Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. | Yuning Huang, M. A. Hassan, Jiangpeng He, Janine A. Higgins, Megan A. McCrory, Heather A. Eicher-Miller, J. Graham Thomas, Edward Sazonov, Fengqing Zhu |
| 2024 | CVPR | Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models. | Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu |
| 2024 | CVPR | DELTA: Decoupling Long-Tailed Online Continual Learning. | Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2024 | CVPR | GRIB: Combining Global Reception and Inductive Bias For Human Segmentation and Matting. | Yezhi Shen, Weichen Xu, Qian Lin, Jan P. Allebach, Fengqing Zhu |
| 2024 | CVPR | Food Portion Estimation via 3D Object Scaling. | Gautham Vinod, Jiangpeng He, Zeman Shao, Fengqing Zhu |
| 2024 | CVPR | Learning to Classify New Foods Incrementally Via Compressed Exemplars. | Justin Yang, Zhihao Duan, Jiangpeng He, Fengqing Zhu |
| 2024 | ICIP | Structured Pruning and Quantization for Learned Image Compression. | Md Adnan Faisal Hossain, Fengqing Zhu |
| 2024 | ICIP | On Efficient Neural Network Architectures for Image Compression. | Yichi Zhang, Zhihao Duan, Fengqing Zhu |
| 2024 | ICPR | MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds. | Jinge Ma, Xiaoyan Zhang, Gautham Vinod, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2024 | MMSP | Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control. | Xiaoyu Ji, Jan P. Allebach, Ali Shakouri, Fengqing Zhu |
| 2024 | MMSP | FMiFood: Multi-Modal Contrastive Learning for Food Image Classification. | Xinyue Pan, Jiangpeng He, Fengqing Zhu |
| 2024 | MMSP | Pose Guided Portrait View Interpolation from Dual Cameras with a Long Baseline. | Weichen Xu, Yezhi Shen, Qian Lin, Jan P. Allebach, Fengqing Zhu |
| 2024 | PCS | Probing Image Compression for Class-Incremental Learning. | Justin Yang, Zhihao Duan, Andrew Peng, Yuning Huang, Jiangpeng He, Fengqing Zhu |
| 2024 | WACV | Online Class-Incremental Learning For Real-World Food Image Classification. | Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2023 | ACSSC | Personalized Food Image Classification: Benchmark Datasets and New Baseline. | Xinyue Pan, Jiangpeng He, Fengqing Zhu |
| 2023 | ICIP | An Improved Upper Bound on the Rate-Distortion Function of Images. | Zhihao Duan, Jack Ma, Jiangpeng He, Fengqing Zhu |
| 2023 | ICIP | Single-Stage Heavy-Tailed Food Classification. | Jiangpeng He, Fengqing Zhu |
| 2023 | ICIP | Efficient Joint Video Denoising and Super-Resolution. | Yuning Huang, Tianqi Wang, Qian Lin, Jan P. Allebach, Fengqing Zhu |
| 2023 | WACV | Lossy Image Compression with Quantized Hierarchical VAEs. | Zhihao Duan, Ming Lu, Zhan Ma, Fengqing Zhu |
| 2022 | CVPR | Out-Of-Distribution Detection In Unsupervised Continual Learning. | Jiangpeng He, Fengqing Zhu |
| 2022 | ECCV | 3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching. | Runyu Mao, Chen Bai, Yatong An, Fengqing Zhu, Cheng Lu |
| 2022 | ICIP | Exemplar-Free Online Continual Learning. | Jiangpeng He, Fengqing Zhu |
| 2022 | PCS | Opening the Black Box of Learned Image Coders. | Zhihao Duan, Ming Lu, Zhan Ma, Fengqing Zhu |
| 2022 | PCS | Efficient Feature Compression for Edge-Cloud Systems. | Zhihao Duan, Fengqing Zhu |
| 2022 | WACV | Online Continual Learning Via Candidates Voting. | Jiangpeng He, Fengqing Zhu |
| 2021 | ICIP | Turkey Behavior Identification Using Video Analytics And Object Tracking. | Shengtai Ju, Marisa A. Erasmus, Fengqing Zhu, Amy R. Reibman |
| 2021 | MMSP | Improving Dietary Assessment Via Integrated Hierarchy Food Classification. | Runyu Mao, Jiangpeng He, Luotao Lin, Zeman Shao, Heather A. Eicher-Miller, Fengqing Zhu |
| 2021 | MMSP | Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation. | Zeman Shao, Shaobo Fang, Runyu Mao, Jiangpeng He, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu |
| 2020 | CVPR | Incremental Learning in Online Scenario. | Jiangpeng He, Runyu Mao, Zeman Shao, Fengqing Zhu |
| 2020 | CVPR | Deepfakes Detection with Automatic Face Weighting. | Daniel Mas Montserrat, Hanxiang Hao, Sri Kalyan Yarlagadda, Sriram Baireddy, Ruiting Shao, Jnos Horvth, Emily R. Bartusiak, Justin Yang, David Gera, Fengqing Zhu, Edward J. Delp |
| 2020 | ICASSP | Learning Eating Environments Through Scene Clustering. | Sri Kalyan Yarlagadda, Sriram Baireddy, David Gera, Carol J. Boushey, Deborah A. Kerr, Fengqing Zhu |
| 2020 | ICPR | Visual Aware Hierarchy Based Food Recognition. | Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu |
| 2019 | ICASSP | Pixel-level Texture Segmentation Based AV1 Video Compression. | Di Chen, Qingshuang Chen, Fengqing Zhu |
| 2018 | ICIP | Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks. | Shaobo Fang, Zeman Shao, Runyu Mao, Chichen Fu, Edward J. Delp, Fengqing Zhu, Deborah A. Kerr, Carol J. Boushey |
| 2018 | WACV | Reliability Map Estimation for CNN-Based Camera Model Attribution. | David Guera, Fengqing Zhu, Sri Kalyan Yarlagadda, Stefano Tubaro, Paolo Bestagini, Edward J. Delp |
| 2017 | ICIP | Weakly supervised food image segmentation using class activation maps. | Yu Wang, Fengqing Zhu, Carol J. Boushey, Edward J. Delp |
| 2016 | ACSSC | Food image analysis: The big data problem you can eat! | Yu Wang, Shaobo Fang, Chang Liu, Fengqing Zhu, Deborah A. Kerr, Carol J. Boushey, Edward J. Delp |
| 2016 | ICIP | A comparison of food portion size estimation using geometric models and depth images. | Shaobo Fang, Fengqing Zhu, Chufan Jiang, Song Zhang, Carol J. Boushey, Edward J. Delp |
| 2016 | ICIP | Efficient superpixel based segmentation for food image analysis. | Yu Wang, Chang Liu, Fengqing Zhu, Carol J. Boushey, Edward J. Delp |
| 2015 | ICIAP | A Printer Indexing System for Color Calibration with Applications in Dietary Assessment. | Shaobo Fang, Chang Liu, Fengqing Zhu, Carol J. Boushey, Edward J. Delp |
| 2015 | ICIAP | The Use of Temporal Information in Food Image Analysis. | Yu Wang, Ye He, Fengqing Zhu, Carol J. Boushey, Edward J. Delp |
| 2015 | ISM | Single-View Food Portion Estimation Based on Geometric Models. | Shaobo Fang, Chang Liu, Fengqing Zhu, Edward J. Delp, Carol J. Boushey |
| 2011 | ICIP | Combining global and local features for food identification in dietary assessment. | Marc Bosch, Fengqing Zhu, Nitin Khanna, Carol J. Boushey, Edward J. Delp |
| 2010 | ICIP | An image analysis system for dietary assessment and evaluation. | Fengqing Zhu, Marc Bosch, Carol J. Boushey, Edward J. Delp |
| 2009 | ICIP | Perceptual quality evaluation for texture and motion based video coding. | Marc Bosch, Fengqing Zhu, Edward J. Delp |
| 2009 | PCS | An overviewof texture and motion based video coding at Purdue University. | Marc Bosch, Fengqing Zhu, Edward J. Delp |
| 2008 | ICIP | Video coding using motion classification. | Marc Bosch, Fengqing Zhu, Edward J. Delp |
| 2007 | ICIP | Spatial Texture Models for Video Compression. | Marc Bosch, Fengqing Zhu, Edward J. Delp |
| 2007 | VCIP | Spatial and temporal models for texture-based video coding. | Fengqing Zhu, Ka Ki Ng, Golnaz Abdollahian, Edward J. Delp |