Jiawen Yao

69 papers A* 5A 1B 3Journal 32Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis.
CoRR
Sijing Li, Zhongwei Qiu, Jiang Liu, Wenqiao Zhang, Tianwei Lin, Yihan Xie, Jianxiang An, Boxiang Yun, Chenglin Yang, Jun Xiao, Guangyu Guo, Jiawen Yao, Wei Liu, Yuan Gao, Ke Yan, Weiwei Cao, Zhilin Zheng, Tony C. W. Mok, Kai Cao, Yu Shi, Jiuyu Zhang, Jian Zhou, Beng Chin Ooi, Yingda Xia, Ling Zhang
2025 J jnl
A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans.
IEEE Trans. Neural Networks Learn. Syst.
Lisha Yao, Yingda Xia, Zhihong Chen, Suyun Li, Jiawen Yao, Dakai Jin, Yanting Liang, Jiatai Lin, Bingchao Zhao, Chu Han, Le Lu, Ling Zhang, Zaiyi Liu, Xin Chen
2025 B conf
AFD: Adaptive Federated Distillation for Heterogeneous Client Optimization.
GLOBECOM
Chao Wang, Yingze Liu, Jiawen Yao, Yunhua He, Ke Xiao
2025 J jnl
Correction: Deep Attention Learning for Pre-operative Lymph Node Metastasis Prediction in Pancreatic Cancer via Multi-object Relationship Modeling.
Int. J. Comput. Vis.
Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian
2025 J jnl
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs.
CoRR
Xinyu Yao, Daniel Bourgeois, Abhinav Jain, Yuxin Tang, Jiawen Yao, Zhimin Ding, Arlei Silva, Chris Jermaine
2025 J jnl
Deep Attention Learning for Pre-operative Lymph Node Metastasis Prediction in Pancreatic Cancer via Multi-object Relationship Modeling.
Int. J. Comput. Vis.
Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian
2025 J jnl
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution.
Proc. VLDB Endow.
Daniel Bourgeois, Zhimin Ding, Dimitrije Jankov, Jiehui Li, Sleem Mahmoud Abdelghafar, Yuxin Tang, Jiawen Yao, Xinyu Yao, Chris Jermaine
2024 J jnl
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports.
CoRR
Guangyu Guo, Jiawen Yao, Yingda Xia, Tony C. W. Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang, Jian Zhou, Ling Zhang
2024 A* conf
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data.
CVPR
Wei Fang, Yuxing Tang, Heng Guo, Mingze Yuan, Tony C. W. Mok, Ke Yan, Jiawen Yao, Xin Chen, Zaiyi Liu, Le Lu, Ling Zhang, Minfeng Xu
2024 J jnl
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data.
CoRR
Wei Fang, Yuxing Tang, Heng Guo, Mingze Yuan, Tony C. W. Mok, Ke Yan, Jiawen Yao, Xin Chen, Zaiyi Liu, Le Lu, Ling Zhang, Minfeng Xu
2024 J jnl
EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution.
CoRR
Daniel Bourgeois, Zhimin Ding, Dimitrije Jankov, Jiehui Li, Sleem Mahmoud Abdelghafar, Yuxin Tang, Jiawen Yao, Xinyu Yao, Chris Jermaine
2024 B conf
Info-Motion: Using the Metaphor of Plant Motion for Information Communication in Shape-changing Interface: Info-motion.
TEI
Jiawen Yao
2024 J jnl
M
CoRR
Quan Liu, Jiawen Yao, Lisha Yao, Xin Chen, Jingren Zhou, Le Lu, Ling Zhang, Zaiyi Liu, Yuankai Huo
2024 J jnl
TURNIP: A "Nondeterministic" GPU Runtime with CPU RAM Offload.
CoRR
Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido-Botran, Christopher M. Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Mahmoud Abdelghafar, Daniel Bourgeois
2023 J jnl
A deep local attention network for pre-operative lymph node metastasis prediction in pancreatic cancer via multiphase CT imaging.
CoRR
Zhilin Zheng, Xu Fang, Jiawen Yao, Mengmeng Zhu, Le Lu, Lingyun Huang, Jing Xiao, Yu Shi, Hong Lu, Jianping Lu, Ling Zhang, Chengwei Shao, Yun Bian
2023 A* conf
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
ICCV
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang
2023 — conf
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans.
MICCAI (5)
Mingze Yuan, Yingda Xia, Xin Chen, Jiawen Yao, Junli Wang, Mingyan Qiu, Hexin Dong, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Ling Zhang
2023 J jnl
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans.
CoRR
Mingze Yuan, Yingda Xia, Xin Chen, Jiawen Yao, Junli Wang, Mingyan Qiu, Hexin Dong, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Ling Zhang
2023 — conf
Deformable Medical Image Registration Under Distribution Shifts with Neural Instance Optimization.
MLMI@MICCAI (1)
Tony C. W. Mok, Zi Li, Yingda Xia, Jiawen Yao, Ling Zhang, Jingren Zhou, Le Lu
2023 A* conf
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization.
CVPR
Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang
2023 J jnl
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization.
CoRR
Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang
2023 J jnl
Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer.
CoRR
Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Yu Shi, Ling Zhang
2023 — conf
Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware Transformer.
MICCAI (5)
Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Zaiyi Liu, Li Zhang, Yu Shi, Ling Zhang
2023 — conf
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network.
MICCAI (5)
Ke Yan, Xiaoli Yin, Yingda Xia, Fakai Wang, Shu Wang, Yuan Gao, Jiawen Yao, Chunli Li, Xiaoyu Bai, Jingren Zhou, Ling Zhang, Le Lu, Yu Shi
2023 J jnl
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network.
CoRR
Ke Yan, Xiaoli Yin, Yingda Xia, Fakai Wang, Shu Wang, Yuan Gao, Jiawen Yao, Chunli Li, Xiaoyu Bai, Jingren Zhou, Ling Zhang, Le Lu, Yu Shi
2023 — conf
M
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Quan Liu, Jiawen Yao, Lisha Yao, Xin Chen, Jingren Zhou, Le Lu, Ling Zhang, Zaiyi Liu, Yuankai Huo
2023 — conf
Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT.
IPMI
Bo Zhou, Yingda Xia, Jiawen Yao, Le Lu, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang
2023 J jnl
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT.
CoRR
Bo Zhou, Yingda Xia, Jiawen Yao, Le Lu, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang
2023 J jnl
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
CoRR
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang
2022 — conf
DeepCRC: Colorectum and Colorectal Cancer Segmentation in CT Scans via Deep Colorectal Coordinate Transform.
MICCAI (3)
Lisha Yao, Yingda Xia, Haochen Zhang, Jiawen Yao, Dakai Jin, Bingjiang Qiu, Yuan Zhang, Suyun Li, Yanting Liang, Xian-Sheng Hua, Le Lu, Xin Chen, Zaiyi Liu, Ling Zhang
2022 — conf
Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging.
MICCAI (3)
Jiawen Yao, Xianghua Ye, Yingda Xia, Jian Zhou, Yu Shi, Ke Yan, Fang Wang, Lili Lin, Haogang Yu, Xian-Sheng Hua, Le Lu, Dakai Jin, Ling Zhang
2022 B conf
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics.
ICPR
Chunyuan Li, Xinliang Zhu, Jiawen Yao, Junzhou Huang
2022 J jnl
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics.
CoRR
Chunyuan Li, Xinliang Zhu, Jiawen Yao, Junzhou Huang
2021 A* conf
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management.
CVPR
Tianyi Zhao, Kai Cao, Jiawen Yao, Isabella Nogues, Le Lu, Lingyun Huang, Jing Xiao, Zhaozheng Yin, Ling Zhang
2021 J jnl
DeepPrognosis: Preoperative prediction of pancreatic cancer survival and surgical margin via comprehensive understanding of dynamic contrast-enhanced CT imaging and tumor-vascular contact parsing.
Medical Image Anal.
Jiawen Yao, Yu Shi, Kai Cao, Le Lu, Jianping Lu, Qike Song, Gang Jin, Jing Xiao, Yang Hou, Ling Zhang
2021 — conf
Effective Pancreatic Cancer Screening on Non-contrast CT Scans via Anatomy-Aware Transformers.
MICCAI (5)
Yingda Xia, Jiawen Yao, Le Lu, Lingyun Huang, Guotong Xie, Jing Xiao, Alan L. Yuille, Kai Cao, Ling Zhang
2020 J jnl
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management.
CoRR
Tianyi Zhao, Kai Cao, Jiawen Yao, Isabella Nogues, Le Lu, Lingyun Huang, Jing Xiao, Zhaozheng Yin, Ling Zhang
2020 — conf
DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging.
MICCAI (2)
Jiawen Yao, Yu Shi, Le Lu, Jing Xiao, Ling Zhang
2020 J jnl
DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging.
CoRR
Jiawen Yao, Yu Shi, Le Lu, Jing Xiao, Ling Zhang
2020 — conf
Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging.
MICCAI (5)
Ashwin Raju, Jiawen Yao, Mohammad MinHazul Haq, Jitendra Jonnagaddala, Junzhou Huang
2020 J jnl
Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans.
CoRR
Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu
2020 — conf
Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-institutional Multi-phase Partially-Annotated CT Scans.
MICCAI (4)
Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu
2020 J jnl
Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks.
CoRR
Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang
2020 J jnl
Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks.
Medical Image Anal.
Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang
2019 — conf
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT.
DART/MIL3ID@MICCAI
Bo Zhou, Adam P. Harrison, Jiawen Yao, Chi-Tung Cheng, Jing Xiao, Chien-Hung Liao, Le Lu
2019 J jnl
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT.
CoRR
Bo Zhou, Adam P. Harrison, Jiawen Yao, Chi-Tung Cheng, Jing Xiao, Chien-Hung Liao, Le Lu
2019 — conf
Deep Multi-instance Learning for Survival Prediction from Whole Slide Images.
MICCAI (1)
Jiawen Yao, Xinliang Zhu, Junzhou Huang
2019 — conf
Integrating 3D Geometry of Organ for Improving Medical Image Segmentation.
MICCAI (5)
Jiawen Yao, Jinzheng Cai, Dong Yang, Daguang Xu, Junzhou Huang
2019 — conf
Lemusade: Make Lemonade Using Music.
ICMI (Adjunct)
Jiexin Lyu, Jiawen Yao, Ankit Bansal
2018 J jnl
A simple primal-dual algorithm for nuclear norm and total variation regularization.
Neurocomputing
Zhibin Zhu, Jiawen Yao, Zheng Xu, Junzhou Huang, Benxin Zhang
2018 J jnl
An efficient algorithm for dynamic MRI using low-rank and total variation regularizations.
Medical Image Anal.
Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang
2018 J jnl
Background Subtraction Using Spatio-Temporal Group Sparsity Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Xin Liu, Jiawen Yao, Xiaopeng Hong, Xiaohua Huang, Ziheng Zhou, Chun Qi, Guoying Zhao
2018 — conf
Cohesion-driven Online Actor-Critic Reinforcement Learning for mHealth Intervention.
BCB
Feiyun Zhu, Peng Liao, Xinliang Zhu, Jiawen Yao, Junzhou Huang
2018 — conf
Graph CNN for Survival Analysis on Whole Slide Pathological Images.
MICCAI (2)
Ruoyu Li, Jiawen Yao, Xinliang Zhu, Yeqing Li, Junzhou Huang
2018 — conf
Robust Contextual Bandit via the Capped- ℓ _2 ℓ 2 Norm for Mobile Health Intervention.
MLMI@MICCAI
Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Zhichun Xiao, Junzhou Huang
2018 — conf
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays.
BCB
Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang
2018 J jnl
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays.
CoRR
Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang
2017 — conf
Deep Correlational Learning for Survival Prediction from Multi-modality Data.
MICCAI (2)
Jiawen Yao, Xinliang Zhu, Feiyun Zhu, Junzhou Huang
2017 J jnl
Robust Contextual Bandit via the Capped-$\ell_{2}$ norm.
CoRR
Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Junzhou Huang
2017 A* conf
WSISA: Making Survival Prediction from Whole Slide Histopathological Images.
CVPR
Xinliang Zhu, Jiawen Yao, Feiyun Zhu, Junzhou Huang
2016 — conf
Deep convolutional neural network for survival analysis with pathological images.
BIBM
Xinliang Zhu, Jiawen Yao, Junzhou Huang
2016 — conf
Imaging Biomarker Discovery for Lung Cancer Survival Prediction.
MICCAI (2)
Jiawen Yao, Sheng Wang, Xinliang Zhu, Junzhou Huang
2016 — conf
Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model.
BIBM
Xinliang Zhu, Jiawen Yao, Guanghua Xiao, Yang Xie, Jaime Rodriguez-Canales, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Junzhou Huang
2016 — conf
Lung cancer survival prediction from pathological images and genetic data - An integration study.
ISBI
Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi F. Gazdar, Junzhou Huang
2016 — conf
Subtype Cell Detection with an Accelerated Deep Convolution Neural Network.
MICCAI (2)
Sheng Wang, Jiawen Yao, Zheng Xu, Junzhou Huang
2015 — conf
Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization.
MICCAI (2)
Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang
2015 J jnl
Background Subtraction Based on Low-Rank and Structured Sparse Decomposition.
IEEE Trans. Image Process.
Xin Liu, Guoying Zhao, Jiawen Yao, Chun Qi
2015 — conf
Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features.
MLMI
Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, Junzhou Huang
2014 A conf
Foreground detection using low rank and structured sparsity.
ICME
Jiawen Yao, Xin Liu, Chun Qi