Chen, Danny Z.

17 publications

IJCAI 2025 Dual-Level Fuzzy Learning with Patch Guidance for Image Ordinal Regression Chunlai Dong, Haochao Ying, Qibo Qiu, Jinhong Wang, Danny Z. Chen, Jian Wu

ICCV 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang, Shuo Tong, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Hongxia Xu, Danny Z. Chen, Jintai Chen, Jian Wu

WACV 2025 Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen

NeurIPS 2024 A Siamese Transformer with Hierarchical Refinement for Lane Detection Zinan Lv, Dong Han, Wenzhe Wang, Danny Z. Chen

IJCAI 2024 AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey Yixuan Wu, Kaiyuan Hu, Danny Z. Chen, Jian Wu

WACV 2024 PHG-Net: Persistent Homology Guided Medical Image Classification Yaopeng Peng, Hongxiao Wang, Milan Sonka, Danny Z. Chen

IJCAI 2023 Robust Image Ordinal Regression with Controllable Image Generation Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu

AAAI 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu

AAAI 2022 DANets: Deep Abstract Networks for Tabular Data Classification and Regression Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu

ICML 2022 ME-GAN: Learning Panoptic Electrocardio Representations for Multi-View ECG Synthesis Conditioned on Heart Diseases Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z Chen, Jian Wu

ICML 2021 A Receptor Skeleton for Capsule Neural Networks Jintai Chen, Hongyun Yu, Chengde Qian, Danny Z Chen, Jian Wu

IJCAI 2021 Electrocardio Panorama: Synthesizing New ECG Views with Self-Supervision Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu

AAAI 2020 An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training Hao Zheng, Yizhe Zhang, Lin Yang, Chaoli Wang, Danny Z. Chen

AAAI 2019 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

AAAI 2019 Biomedical Image Segmentation via Representative Annotation Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

NeurIPS 2016 Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen, Lin Yang, Yizhe Zhang, Mark Alber, Danny Z Chen

CVPR 2004 Globally Optimal Segmentation of Interacting Surfaces with Geometric Constraints Kang Li, Xiaodong Wu, Danny Z. Chen, Milan Sonka