| 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 |
| 2024 | CVPR | Towards Backward-Compatible Continual Learning of Image Compression. | Zhihao Duan, Ming Lu, Justin Yang, Jiangpeng He, Zhan Ma, Fengqing Zhu |
| 2024 | CVPR | Gradient Reweighting: Towards Imbalanced Class-Incremental Learning. | Jiangpeng He |
| 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 | 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 | ICPR | MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds. | Jinge Ma, Xiaoyan Zhang, Gautham Vinod, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2024 | MMSP | FMiFood: Multi-Modal Contrastive Learning for Food Image Classification. | Xinyue Pan, Jiangpeng He, 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 |
| 2022 | CVPR | Out-Of-Distribution Detection In Unsupervised Continual Learning. | Jiangpeng He, Fengqing Zhu |
| 2022 | ICIP | Exemplar-Free Online Continual Learning. | Jiangpeng He, Fengqing Zhu |
| 2022 | WACV | Online Continual Learning Via Candidates Voting. | Jiangpeng He, Fengqing Zhu |
| 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 | ICPR | Visual Aware Hierarchy Based Food Recognition. | Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu |