| 2025 | ICML | Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning. | Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu |
| 2025 | ICML | iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection. | Huahui Yi, Wei Xu, Ziyuan Qin, Xi Chen, Xiaohu Wu, Kang Li, Qicheng Lao |
| 2025 | MICCAI | D | Qingbo Kang, Jun Gao, Hongkai Zhao, Zhu He, Kang Li, Qicheng Lao |
| 2025 | MICCAI | Endoscopic Artifact Inpainting for Improved Endoscopic Image Segmentation. | Zhangyuan Yu, Chenlin Du, Hongrui Liang, Xiuqi Zheng, Zeyao Ma, Mingjun Wu, Mingwu Ao, Qicheng Lao |
| 2025 | NAACL | Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations. | Kangyu Zhu, Ziyuan Qin, Huahui Yi, Zekun Jiang, Qicheng Lao, Shaoting Zhang, Kang Li |
| 2024 | MICCAI | Prompting Vision-Language Models for Dental Notation Aware Abnormality Detection. | Chenlin Du, Xiaoxuan Chen, Jingyi Wang, Junjie Wang, Zhongsen Li, Zongjiu Zhang, Qicheng Lao |
| 2024 | MICCAI | Curriculum Prompting Foundation Models for Medical Image Segmentation. | Xiuqi Zheng, Yuhang Zhang, Haoran Zhang, Hongrui Liang, Xueqi Bao, Zhuqing Jiang, Qicheng Lao |
| 2023 | ICLR | MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY. | Ziyuan Qin, Huahui Yi, Qicheng Lao, Kang Li |
| 2023 | MICCAI | Multiple Prompt Fusion for Zero-Shot Lesion Detection Using Vision-Language Models. | Miaotian Guo, Huahui Yi, Ziyuan Qin, Haiying Wang, Aidong Men, Qicheng Lao |
| 2023 | MICCAI | Deblurring Masked Autoencoder Is Better Recipe for Ultrasound Image Recognition. | Qingbo Kang, Jun Gao, Kang Li, Qicheng Lao |
| 2022 | MICCAI | Distilling Knowledge from Topological Representations for Pathological Complete Response Prediction. | Shiyi Du, Qicheng Lao, Qingbo Kang, Yiyue Li, Zekun Jiang, Yanfeng Zhao, Kang Li |
| 2022 | MICCAI | Unsupervised Cross-disease Domain Adaptation by Lesion Scale Matching. | Jun Gao, Qicheng Lao, Qingbo Kang, Paul Liu, Le Zhang, Kang Li |
| 2022 | MICCAI | OCRNet for Diabetic Foot Ulcer Segmentation Combined with Edge Loss. | Huahui Yi, Wei Xu, Zekun Jiang, Jun Gao, Qingbo Kang, Qicheng Lao, Kang Li |
| 2021 | AAAI | Hypothesis Disparity Regularized Mutual Information Maximization. | Qicheng Lao, Xiang Jiang, Mohammad Havaei |
| 2021 | MICCAI | Conditional Generation of Medical Images via Disentangled Adversarial Inference. | Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao |
| 2020 | ICML | Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation. | Xiang Jiang, Qicheng Lao, Stan Matwin, Mohammad Havaei |
| 2019 | ICCV | Dual Adversarial Inference for Text-to-Image Synthesis. | Qicheng Lao, Mohammad Havaei, Ahmad Pesaranghader, Francis Dutil, Lisa Di-Jorio, Thomas Fevens |
| 2019 | MICCAI | Nuclei Segmentation in Histopathological Images Using Two-Stage Learning. | Qingbo Kang, Qicheng Lao, Thomas Fevens |
| 2017 | BMVC | Case-Based Histopathological Malignancy Diagnosis using Convolutional Neural Networks. | Qicheng Lao, Thomas Fevens |