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2020 – today
- 2024
[j9]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): 4522-4533 (2024)- [c28]Weize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu, Jian Wu:
Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications. EMNLP 2024: 11855-11881 - [c27]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 - [c26]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. IJCAI 2024: 5872-5881 - [c25]Jintai Chen, Jiahuan Yan, Qiyuan Chen, Danny Z. Chen, Jian Wu, Jimeng Sun:
Can a Deep Learning Model be a Sure Bet for Tabular Prediction? KDD 2024: 288-296 - [c24]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: 3679-3689 - [c23]Jinhong Wang, Jintai Chen, Danny Ziyi Chen, Jian Wu:
[inline-graphic not available: see fulltext] LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation. MICCAI (8) 2024: 360-370 - [c22]Yixuan Wu, Kaiyuan Hu, Qian Shao, Jintai Chen, Danny Z. Chen, Jian Wu:
TeleOR: Real-Time Telemedicine System for Full-Scene Operating Room. MICCAI (6) 2024: 628-638 - [c21]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: 6748-6763 - [c20]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: 958-979 - [i37]Weize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu, Jian Wu:
Unraveling Babel: Exploring Multilingual Activation Patterns within Large Language Models. CoRR abs/2402.16367 (2024) - [i36]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 abs/2403.01570 (2024) - [i35]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 abs/2403.01841 (2024) - [i34]Jinhong Wang, Jintai Chen, Danny Chen, Jian Wu:
Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention. CoRR abs/2403.07332 (2024) - [i33]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 abs/2403.19124 (2024) - [i32]Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu:
Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR abs/2404.07580 (2024) - [i31]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 abs/2404.11171 (2024) - [i30]Hanjing Zhou, Mingze Yin, Jintai Chen, Danny Chen, Jian Wu:
Group-On: Boosting One-Shot Segmentation with Supportive Query. CoRR abs/2404.11871 (2024) - [i29]Ling Yue, Jonathan Li, Md. Zabirul Islam, Bolun Xia, Tianfan Fu, Jintai Chen:
TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction. CoRR abs/2404.13235 (2024) - [i28]Jintai Chen, Zhen Lin, Qiyuan Chen, Jimeng Sun:
Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data. CoRR abs/2406.00281 (2024) - [i27]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 abs/2406.10424 (2024) - [i26]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 abs/2407.00631 (2024) - [i25]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 abs/2407.09790 (2024) - [i24]Ling Yue, Sixue Xing, Jintai Chen, Tianfan Fu:
TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models. CoRR abs/2407.13115 (2024) - [i23]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 abs/2407.19296 (2024) - [i22]Yixuan Wu, Kaiyuan Hu, Qian Shao, Jintai Chen, Danny Z. Chen, Jian Wu:
TeleOR: Real-time Telemedicine System for Full-Scene Operating Room. CoRR abs/2407.19763 (2024) - [i21]Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Zhuo Chen, Xiang Chen, Can Xu, Yuxiang Wang, Xiaoliang Xu:
Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. CoRR abs/2408.09786 (2024) - [i20]Yidong Zhou, Jintai Chen, Jinglei Cheng, Gopal Karemore, Marinka Zitnik, Frederic T. Chong, Junyu Liu, Tianfan Fu, Zhiding Liang:
Quantum-machine-assisted Drug Discovery: Survey and Perspective. CoRR abs/2408.13479 (2024) - [i19]Dannong Wang, Jintai Chen, Zhiding Liang, Tianfan Fu, Xiao-Yang Liu:
Quantum-inspired Reinforcement Learning for Synthesizable Drug Design. CoRR abs/2409.09183 (2024) - [i18]Bohao Xu, Yingzhou Lu, Yoshitaka Inoue, Namkyeong Lee, Tianfan Fu, Jintai Chen:
Protein-Mamba: Biological Mamba Models for Protein Function Prediction. CoRR abs/2409.14617 (2024) - 2023
- [j8]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): 1931-1944 (2023) - [j7]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): 2434-2444 (2023) - [c19]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: 10720-10728 - [c18]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: 7705-7720 - [c17]Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Chen, Jian Wu:
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. ICCV 2023: 5842-5852 - [c16]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 - [c15]Yanwen Fang, Yuxi Cai, Jintai Chen, Jingyu Zhao, Guangjian Tian, Guodong Li:
Cross-Layer Retrospective Retrieving via Layer Attention. ICLR 2023 - [c14]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: 463-471 - [c13]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: 607-615 - [i17]Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu:
ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR abs/2301.02819 (2023) - [i16]Yanwen Fang, Yuxi Cai, Jintai Chen, Jingyu Zhao, Guangjian Tian, Guodong Li:
Cross-Layer Retrospective Retrieving via Layer Attention. CoRR abs/2302.03985 (2023) - [i15]Yanwen Fang, Chao Li, Jintai Chen, Peng-Tao Jiang, Yifeng Geng, Xuansong Xie, Eddy K. F. Lam, Guodong Li:
PGformer: Proxy-Bridged Game Transformer for Multi-Person Extremely Interactive Motion Prediction. CoRR abs/2306.03374 (2023) - [i14]Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Z. Chen, Jian Wu:
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. CoRR abs/2307.09004 (2023) - [i13]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 abs/2309.08888 (2023) - [i12]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 abs/2309.13671 (2023) - [i11]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 abs/2311.09214 (2023) - [i10]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 abs/2311.12320 (2023) - [i9]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 abs/2311.16650 (2023) - 2022
- [j6]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): 41511-41525 (2022) - [c12]Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu:
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. AAAI 2022: 3930-3938 - [c11]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: 3360-3370 - [c10]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: 244-254 - [i8]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 abs/2201.00462 (2022) - [i7]Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, Jian Wu:
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. CoRR abs/2206.10592 (2022) - [i6]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 abs/2207.10670 (2022) - [i5]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 abs/2211.06614 (2022) - [i4]Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu:
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. CoRR abs/2211.16887 (2022) - 2021
- [j5]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: 347-356 (2021) - [j4]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): 103-113 (2021) - [j3]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): 3700-3708 (2021) - [j2]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): 2575-2588 (2021) - [c9]Jintai Chen, Hongyun Yu, Chengde Qian, Danny Z. Chen, Jian Wu:
A Receptor Skeleton for Capsule Neural Networks. ICML 2021: 1781-1790 - [c8]Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu:
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision. IJCAI 2021: 3597-3605 - [i3]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 abs/2102.05424 (2021) - [i2]Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. CoRR abs/2102.08148 (2021) - [i1]Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu:
DANets: Deep Abstract Networks for Tabular Data Classification and Regression. CoRR abs/2112.02962 (2021) - 2020
- [c7]Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu:
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. BIBM 2020: 534-541 - [c6]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: 389-398 - [c5]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: 207-211 - [c4]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: 225-229 - [c3]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: 764-774
2010 – 2019
- 2019
- [j1]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: 128796-128805 (2019) - [c2]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: 95-103 - [c1]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: 329-338
Coauthor Index
[j9] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i26] [i25] [i23] [i22] [j8] [j7] [c19] [c18] [c17] [c16] [c14] [c13] [i17] [i14] [i13] [i12] [i11] [i9] [j6] [c12] [c11] [c10] [i8] [i7] [i6] [i5] [i4] [j5] [j4] [j3] [j2] [c9] [c8] [i3] [i2] [i1] [c7] [c6] [c5] [c4] [c3] [j1] [c2] [c1]
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