A survey on multimodal large language models for autonomous driving C Cui, Y Ma, X Cao, W Ye, Y Zhou, K Liang, J Chen, J Lu, Z Yang, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 267 | 2024 |
A hierarchical graph network for 3D object detection on point clouds J Chen, B Lei, Q Song, H Ying, DZ Chen, J Wu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 182 | 2020 |
D-former: A U-shaped dilated Transformer for 3D medical image segmentation Y Wu, K Liao, J Chen, J Wang, DZ Chen, H Gao, J Wu Neural Computing and Applications, 1-14, 2022 | 107 | 2022 |
Interactive few-shot learning: Limited supervision, better medical image segmentation R Feng, X Zheng, T Gao, J Chen, W Wang, DZ Chen, J Wu IEEE Transactions on Medical Imaging 40 (10), 2575-2588, 2021 | 105 | 2021 |
A deep learning approach for colonoscopy pathology WSI analysis: Accurate segmentation and classification R Feng, X Liu, J Chen, DZ Chen, H Gao, J Wu IEEE Journal of Biomedical and Health Informatics 25 (10), 3700-3708, 2020 | 104 | 2020 |
A transfer learning based super-resolution microscopy for biopsy slice images: The joint methods perspective J Chen, H Ying, X Liu, J Gu, R Feng, T Chen, H Gao, J Wu IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (1 …, 2020 | 64 | 2020 |
DANets: Deep Abstract Networks for Tabular Data Classification and Regression J Chen, K Liao, Y Wan, DZ Chen, J Wu AAAI-2022, 2022 | 60 | 2022 |
T2G-Former: Organizing tabular features into relation graphs promotes heterogeneous feature interaction J Yan, J Chen, Y Wu, DZ Chen, J Wu AAAI-2023, 2022 | 44 | 2022 |
Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction Y Lu, T Chen, N Hao, CV Rechem, J Chen, T Fu Health Data Science, 2024 | 40* | 2024 |
Nodule-plus R-CNN and deep self-paced active learning for 3D instance segmentation of pulmonary nodules W Wang, R Feng, J Chen, Y Lu, T Chen, H Yu, DZ Chen, J Wu IEEE Access 7, 128796-128805, 2019 | 37 | 2019 |
Fetal brain tissue annotation and segmentation challenge results K Payette, HB Li, P de Dumast, R Licandro, H Ji, MMR Siddiquee, D Xu, ... Medical image analysis 88, 102833, 2023 | 34 | 2023 |
SSN: A stair-shape network for real-time polyp segmentation in colonoscopy images R Feng, B Lei, W Wang, T Chen, J Chen, DZ Chen, J Wu 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 225-229, 2020 | 33 | 2020 |
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model Y Wang, T Fu, Y Xu, Z Ma, H Xu, B Du, Y Lu, H Gao, J Wu, J Chen arXiv preprint arXiv:2404.01273, 2024 | 30 | 2024 |
TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing J Chen, KL Liao, Y Fang, D Chen, J Wu The Eleventh International Conference on Learning Representations, 2023 | 30 | 2023 |
Robust training of graph neural networks via noise governance S Qian, H Ying, R Hu, J Zhou, J Chen, DZ Chen, J Wu WSDM, 2022 | 30 | 2022 |
Congenital heart disease detection by pediatric electrocardiogram based deep learning integrated with human concepts J Chen, S Huang, Y Zhang, Q Chang, Y Zhang, D Li, J Qiu, L Hu, X Peng, ... Nature Communications 15 (1), 976, 2024 | 29 | 2024 |
Making pre-trained language models great on tabular prediction J Yan, B Zheng, H Xu, Y Zhu, DZ Chen, J Sun, J Wu, J Chen arXiv preprint arXiv:2403.01841, 2024 | 28 | 2024 |
ME-GAN: Learning panoptic electrocardio representations for multi-view ECG synthesis conditioned on heart diseases J Chen, K Liao, K Wei, H Ying, DZ Chen, J Wu International Conference on Machine Learning, 3360-3370, 2022 | 28 | 2022 |
Excelformer: A neural network surpassing GBDTs on tabular data J Chen, J Yan, Q Chen, D Chen, J Wu, J Sun Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2024 | 27* | 2024 |
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation J Wang, J Chen, D Chen, J Wu arXiv preprint arXiv:2403.07332, 2024 | 26* | 2024 |