Jintai Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 66

Top Topics

Motion Prediction

Medical Image Segmentation

Top Venues

Publications

Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. ICLR (2024)
Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Ling Yue, Jonathan Li, Md. Zabirul Islam, Bolun Xia, Tianfan Fu, Jintai Chen
TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction. CoRR (2024)
Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu
Personalized Heart Disease Detection via ECG Digital Twin Generation. CoRR (2024)
Jintai Chen, Zhen Lin, Qiyuan Chen, Jimeng Sun
Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data. CoRR (2024)
Weize Liu, Guocong Li, Kai Zhang, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. NAACL-HLT (2024)
Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu
SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction. CoRR (2024)
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. CoRR (2024)
Jinhong Wang, Tingting Chen, Jintai Chen, Yixuan Wu, Yuyang Xu, Danny Chen, Haochao Ying, Jian Wu
PoCo: A Self-Supervised Approach via Polar Transformation Based Progressive Contrastive Learning for Ophthalmic Disease Diagnosis. CoRR (2024)
Mingze Yin, Hanjing Zhou, Yiheng Zhu, Miao Lin, Yixuan Wu, Jialu Wu, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou, Jintai Chen, Jian Wu
Multi-Modal CLIP-Informed Protein Editing. CoRR (2024)
Ling Yue, Sixue Xing, Jintai Chen, Tianfan Fu
TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models. CoRR (2024)
Jiahuan Yan, Jintai Chen, Qianxing Wang, Danny Z. Chen, Jian Wu
Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. KDD (2024)
Jintai Chen, Yaojun Hu, Yue Wang, Yingzhou Lu, Xu Cao, Miao Lin, Hongxia Xu, Jian Wu, Cao Xiao, Jimeng Sun, Lucas Glass, Kexin Huang, Marinka Zitnik, Tianfan Fu
TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets. CoRR (2024)
Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu
Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR (2024)
Hanjing Zhou, Mingze Yin, Jintai Chen, Danny Chen, Jian Wu
Group-On: Boosting One-Shot Segmentation with Supportive Query. CoRR (2024)
Jinhong Wang, Jintai Chen, Danny Chen, Jian Wu
Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention. CoRR (2024)
Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Yang Zhou, Kaizhao Liang, Jintai Chen, Juanwu Lu, Zichong Yang, Kuei-Da Liao, Tianren Gao, Erlong Li, Kun Tang, Zhipeng Cao, Tong Zhou, Ao Liu, Xinrui Yan, Shuqi Mei, Jianguo Cao, Ziran Wang, Chao Zheng
A Survey on Multimodal Large Language Models for Autonomous Driving. WACV (Workshops) (2024)
Xu Cao, Bolin Lai, Wenqian Ye, Yunsheng Ma, Joerg Heintz, Jintai Chen, Jianguo Cao, James M. Rehg
What is the Visual Cognition Gap between Humans and Multimodal LLMs? CoRR (2024)
Yixuan Wu, Kaiyuan Hu, Qian Shao, Jintai Chen, Danny Z. Chen, Jian Wu
TeleOR: Real-time Telemedicine System for Full-Scene Operating Room. CoRR (2024)
Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun
for Tabular Prediction? KDD (2024)
Weize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu, Jian Wu
Unraveling Babel: Exploring Multilingual Activation Patterns within Large Language Models. CoRR (2024)
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. CoRR (2024)
Jintai Chen, Kuanlun Liao, Yanwen Fang, Danny Z. Chen, Jian Wu
TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing. ICLR (2023)
Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. CoRR (2023)
Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Chen, Jian Wu
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. ICCV (2023)
Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Yang Zhou, Kaizhao Liang, Jintai Chen, Juanwu Lu, Zichong Yang, Kuei-Da Liao, Tianren Gao, Erlong Li, Kun Tang, Zhipeng Cao, Tong Zhou, Ao Liu, Xinrui Yan, Shuqi Mei, Jianguo Cao, Ziran Wang, Chao Zheng
A Survey on Multimodal Large Language Models for Autonomous Driving. CoRR (2023)
Yanwen Fang, Yuxi Cai, Jintai Chen, Jingyu Zhao, Guangjian Tian, Guodong Li
Cross-Layer Retrospective Retrieving via Layer Attention. CoRR (2023)
Yixuan Wu, Bo Zheng, Jintai Chen, Danny Z. Chen, Jian Wu
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation. CoRR (2023)
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. CoRR (2023)
Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR (2023)
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. AAAI (2023)
Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Z. Chen, Jian Wu
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. CoRR (2023)
Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. ACM Multimedia (2023)
Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Weize Liu, Guocong Li, Kai Zhang, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. CoRR (2023)
Yanwen Fang, Yuxi Cai, Jintai Chen, Jingyu Zhao, Guangjian Tian, Guodong Li
Cross-Layer Retrospective Retrieving via Layer Attention. ICLR (2023)
Yixuan Wu, Kuanlun Liao, Jintai Chen, Jinhong Wang, Danny Z. Chen, Honghao Gao, Jian Wu
D-former: a U-shaped Dilated Transformer for 3D medical image segmentation. Neural Comput. Appl. 35 (2) (2023)
Yanwen Fang, Chao Li, Jintai Chen, Pengtao Jiang, Yifeng Geng, Xuansong Xie, Eddy K. F. Lam, Guodong Li
PGformer: Proxy-Bridged Game Transformer for Multi-Person Extremely Interactive Motion Prediction. CoRR (2023)
Jiahuan Yan, Haojun Gao, Zhang Kai, Weize Liu, Danny Chen, Jian Wu, Jintai Chen
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. EMNLP (Findings) (2023)
Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu
Robust Training of Graph Neural Networks via Noise Governance. WSDM (2023)
Yixuan Wu, Bo Zheng, Jintai Chen, Danny Z. Chen, Jian Wu
Self-learning and One-Shot Learning Based Single-Slice Annotation for 3D Medical Image Segmentation. MICCAI (8) (2022)
Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. AAAI (2022)
Yixuan Wu, Kuanlun Liao, Jintai Chen, Jinhong Wang, Danny Z. Chen, Honghao Gao, Jian Wu
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation. CoRR (2022)
Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. CoRR (2022)
Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. CoRR (2022)
Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu
Robust Training of Graph Neural Networks via Noise Governance. CoRR (2022)
Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z. Chen, Jian Wu
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases. ICML (2022)
Ruiwei Feng, Yan Cao, Xuechen Liu, Tingting Chen, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu
ChroNet: A multi-task learning based approach for prediction of multiple chronic diseases. Multim. Tools Appl. 81 (29) (2022)
Jintai Chen, Kuanlun Liao, Kun Wei, Haochao Ying, Danny Z. Chen, Jian Wu
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases. CoRR (2022)
Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. CoRR (2021)
Jintai Chen, Bohan Yu, Biwen Lei, Ruiwei Feng, Danny Z. Chen, Jian Wu
Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs. CoRR (2021)
Ruiwei Feng, Xuechen Liu, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Jintai Chen, Hongyun Yu, Chengde Qian, Danny Z. Chen, Jian Wu
A Receptor Skeleton for Capsule Neural Networks. ICML (2021)
Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. CoRR (2021)
Ruiwei Feng, Xiangshang Zheng, Tianxiang Gao, Jintai Chen, Wenzhe Wang, Danny Z. Chen, Jian Wu
Interactive Few-Shot Learning: Limited Supervision, Better Medical Image Segmentation. IEEE Trans. Medical Imaging 40 (10) (2021)
Jintai Chen, Haochao Ying, Xuechen Liu, Jingjing Gu, Ruiwei Feng, Tingting Chen, Honghao Gao, Jian Wu
A Transfer Learning Based Super-Resolution Microscopy for Biopsy Slice Images: The Joint Methods Perspective. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision. IJCAI (2021)
Haochao Ying, Qingyu Song, Jintai Chen, Tingting Liang, Jingjing Gu, Fuzhen Zhuang, Danny Z. Chen, Jian Wu
A semi-supervised deep convolutional framework for signet ring cell detection. Neurocomputing 453 (2021)
Wenzhe Wang, Qingyu Song, Ruiwei Feng, Tingting Chen, Jintai Chen, Danny Z. Chen, Jian Wu
A Fully 3D Cascaded Framework for Pancreas Segmentation. ISBI (2020)
Jintai Chen, Biwen Lei, Qingyu Song, Haochao Ying, Danny Z. Chen, Jian Wu
A Hierarchical Graph Network for 3D Object Detection on Point Clouds. CVPR (2020)
Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. BIBM (2020)
Jintai Chen, Bohan Yu, Biwen Lei, Ruiwei Feng, Danny Z. Chen, Jian Wu
Doctor Imitator: A Graph-Based Bone Age Assessment Framework Using Hand Radiographs. MICCAI (6) (2020)
Ruiwei Feng, Biwen Lei, Wenzhe Wang, Tingting Chen, Jintai Chen, Danny Z. Chen, Jian Wu
SSN: A Stair-Shape Network for Real-Time Polyp Segmentation in Colonoscopy Images. ISBI (2020)
Tingting Chen, Xinjun Ma, Xuechen Liu, Wenzhe Wang, Ruiwei Feng, Jintai Chen, Chunnv Yuan, Weiguo Lu, Danny Z. Chen, Jian Wu
Multi-view Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis. MICCAI (1) (2019)
Wenzhe Wang, Ruiwei Feng, Jintai Chen, Yifei Lu, Tingting Chen, Hongyun Yu, Danny Z. Chen, Jian Wu
Nodule-Plus R-CNN and Deep Self-Paced Active Learning for 3D Instance Segmentation of Pulmonary Nodules. IEEE Access 7 (2019)
Jintai Chen, Yanjie Wang, Ruoqian Guo, Bohan Yu, Tingting Chen, Wenzhe Wang, Ruiwei Feng, Danny Z. Chen, Jian Wu
LSRC: A Long-Short Range Context-Fusing Framework for Automatic 3D Vertebra Localization. MICCAI (6) (2019)