| 2025 | AAAI | DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization. | Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li |
| 2025 | AAAI | Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination. | Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia |
| 2025 | CVPR | NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation. | Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng |
| 2025 | ICCV | AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization. | Qi Bi, Yixian Shen, Jingjun Yi, Gui-Song Xia |
| 2025 | ICCV | A Simple Yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks. | Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2025 | ICCV | Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding. | Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Xian Wu, Yefeng Zheng |
| 2025 | MICCAI | D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM. | Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Shaoxin Li, Xian Wu, Yefeng Zheng, Feiyue Huang |
| 2024 | AAAI | Learning Generalized Medical Image Segmentation from Decoupled Feature Queries. | Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2024 | ICASSP | Self-Supervised Cross-Level Consistency Learning For Fundus Image Classification. | Qi Bi, Hao Zheng, Xu Sun, Jingjun Yi, Wentian Zhang, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2024 | MICCAI | Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation. | Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Shaoxin Li, Yuexiang Li, Yefeng Zheng, Feiyue Huang |
| 2022 | ICANN | Attention Awareness Multiple Instance Neural Network. | Jingjun Yi, Beichen Zhou |
| 2022 | ICIP | A Multi-Stage Duplex Fusion Convnet for Aerial Scene Classification. | Jingjun Yi, Beichen Zhou |
| 2021 | ICASSP | Differential Convolution Feature Guided Deep Multi-Scale Multiple Instance Learning for Aerial Scene Classification. | Beichen Zhou, Jingjun Yi, Qi Bi |