| 2026 | MMM | CSQDA: A Parameter-Efficient and Memory-Efficient Tuning Method for Medical Image Classification. | Yiqian Li, Andy J. Ma |
| 2025 | ICCV | Video Individual Counting for Moving Drones. | Yaowu Fan, Jia Wan, Tao Han, Antoni B. Chan, Andy J. Ma |
| 2025 | ICCV | Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis. | Yanzuo Lu, Yuxi Ren, Xin Xia, Shanchuan Lin, Xing Wang, Xuefeng Xiao, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai |
| 2025 | SMC | Background-aware Prior Mask Refinement and Feature Augmentation for Few-Shot Segmentation. | Hongrong He, Jiaxin Chen, Andy J. Ma |
| 2025 | SMC | Contrastive Cross-modal Prototype Prediction and Fusion for Video Anomaly Detection | Junqiao Wang, Jiawen Peng, Jiaxin Chen, Andy J. Ma |
| 2024 | AAAI | MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. | Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai |
| 2024 | CVPR | Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis. | Yanzuo Lu, Manlin Zhang, Andy J. Ma, Xiaohua Xie, Jianhuang Lai |
| 2024 | IJCNN | Confidence-guided Source Label Refinement and Class-aware Pseudo-Label Thresholding for Domain-Adaptive Semantic Segmentation. | Hongwei Chu, Meng Shen, Jiawen Peng, Andy J. Ma |
| 2024 | MICCAI | Pair Shuffle Consistency for Semi-supervised Medical Image Segmentation. | Jianjun He, Chenyu Cai, Qiong Li, Andy J. Ma |
| 2023 | ICANN | Gradient Adjusted and Weight Rectified Mean Teacher for Source-Free Object Detection. | Jiawen Peng, Jiaxin Chen, Yanxu Hu, Rong Pan, Andy J. Ma |
| 2023 | ICANN | Transformer Based Prototype Learning for Weakly-Supervised Histopathology Tissue Semantic Segmentation. | Jinwen She, Yanxu Hu, Andy J. Ma |
| 2022 | AAAI | Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. | Manlin Zhang, Jinpeng Wang, Andy J. Ma |
| 2022 | BMVC | Anatomical prior-inspired label refinement for weakly supervised liver tumor segmentation with volume-level labels. | Fei Lyu, Andy J. Ma, Pong Chi Yuen |
| 2022 | ECCV | Adversarial Feature Augmentation for Cross-domain Few-Shot Classification. | Yanxu Hu, Andy J. Ma |
| 2022 | WACV | Multi-level Attentive Adversarial Learning with Temporal Dilation for Unsupervised Video Domain Adaptation. | Peipeng Chen, Yuan Gao, Andy J. Ma |
| 2021 | CVPR | Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning. | Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Hao Cheng, Pai Peng, Feiyue Huang, Rongrong Ji, Xing Sun |
| 2021 | IJCNN | Incorporating Decision-level Reconstruction Quality in Adversarial Autoencoders for Anomaly Detection. | Luyuan Li, Andy J. Ma |
| 2021 | MICCAI | A Segmentation-Assisted Model for Universal Lesion Detection with Partial Labels. | Fei Lyu, Baoyao Yang, Andy J. Ma, Pong C. Yuen |
| 2020 | ICASSP | Receptive Field Pyramid Network for Object Detection. | Faming Wu, Andy J. Ma, Yangshan Pan, Yuan Gao, Xiaowei Yan |
| 2020 | ICIP | Infrared-Visible Person Re-Identification Via Cross-Modality Batch Normalized Identity Embedding And Mutual Learning. | Yiqi Lin, Andy J. Ma, Jinpeng Wang |
| 2020 | ICIP | Multi-Scale Feature Pyramids for Weakly Supervised Thoracic Disease Localization. | Yang Ma, Andy J. Ma, Youngsun Pan, Xi Chen |
| 2020 | WACV | Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning. | Youngsun Pan, Andy J. Ma, Yuan Gao, Jinpeng Wang, Yiqi Lin |
| 2019 | ICIG | Spatial-Temporal Bottom-Up Top-Down Attention Model for Action Recognition. | Jinpeng Wang, Andy J. Ma |
| 2016 | MICCAI | Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor. | Austin Reiter, Andy J. Ma, Nishi Rawat, Christine Shrock, Suchi Saria |