Ning, Junzhi

4 publications

ICLR 2026 Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization Shujian Gao, Yuan Wang, Chenglong Ma, Xin Gao, Jiangtao Yan, Junzhi Ning, Cheng Tang, Changkai Ji, Huihui Xu, Wei Li, Ziyan Huang, Jiashi Lin, Ming Hu, Jiyao Liu, Wenhao Tang, Ye Du, Tianbin Li, Jin Ye, Junjun He

IJCAI 2025 Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation Yingying Fang, Zihao Jin, Shaojie Guo, Jinda Liu, Zhiling Yue, Yijian Gao, Junzhi Ning, Zhi Li, Simon Walsh, Guang Yang

WACV 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation Sheng Zhang, Jinge Wu, Junzhi Ning, Guang Yang

NeurIPSW 2024 Deep Generative Models Unveil Patterns in Medical Images Through Vision- “Language” Conditioning Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang