| 2025 | ICLR | SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning. | Yichen Wu, Hongming Piao, Long-Kai Huang, Renzhen Wang, Wanhua Li, Hanspeter Pfister, Deyu Meng, Kede Ma, Ying Wei |
| 2024 | ICLR | Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction. | Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei |
| 2023 | ICCV | CBA: Improving Online Continual Learning via Continual Bias Adaptor. | Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng |
| 2023 | ICLR | Imbalanced Semi-supervised Learning with Bias Adaptive Classifier. | Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng |
| 2022 | ICDM | Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit. | Xianli Zhang, Buyue Qian, Yang Li, Zeyu Gao, Chong Guan, Renzhen Wang, Yefeng Zheng, Hansen Zheng, Chen Li |
| 2021 | MICCAI | Neighbor Matching for Semi-supervised Learning. | Renzhen Wang, Yichen Wu, Huai Chen, Lisheng Wang, Deyu Meng |
| 2020 | CVPR | LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. | Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng |
| 2020 | MICCAI | LRTHR-Net: A Low-Resolution-to-High-Resolution Framework to Iteratively Refine the Segmentation of Thyroid Nodule in Ultrasound Images. | Huai Chen, Shaoli Song, Xiuying Wang, Renzhen Wang, Deyu Meng, Lisheng Wang |
| 2019 | HCI | Evaluating Response Delay of Multimodal Interface in Smart Device. | Xiantao Chen, Moli Zhou, Renzhen Wang, Yalin Pan, Jiaqi Mi, Hui Tong, Daisong Guan |
| 2019 | MICCAI | Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network. | Renzhen Wang, Shilei Cao, Kai Ma, Deyu Meng, Yefeng Zheng |