Jun Wen

29 papers A* 5A 1Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis.
J. Biomed. Informatics
Ziming Gan, Doudou Zhou, Everett Neil Rush, Vidul Ayakulangara Panickan, Yuk-Lam Ho, George Ostrouchov, Zhiwei Xu, Shuting Shen, Xin Xiong, Kimberly F. Greco, Chuan Hong, Clara-Lea Bonzel, Jun Wen, Lauren Costa, Tianrun Cai, Edmon Begoli, Zongqi Xia, John Michael Gaziano, Katherine P. Liao, Kelly Cho, Tianxi Cai, Junwei Lu
2025 J jnl
DOME: Directional medical embedding vectors from Electronic Health Records.
J. Biomed. Informatics
Jun Wen, Hao Xue, Everett Neil Rush, Vidul Ayakulangara Panickan, Tianrun Cai, Doudou Zhou, Yuk-Lam Ho, Lauren Costa, Edmon Begoli, Chuan Hong, John Michael Gaziano, Kelly Cho, Katherine P. Liao, Junwei Lu, Tianxi Cai
2025 J jnl
HOVER: Hyperbolic Video-Text Retrieval.
IEEE Trans. Image Process.
Jun Wen, Yufeng Chen, Ruiqi Shi, Wei Ji, Menglin Yang, Difei Gao, Junsong Yuan, Roger Zimmermann
2025 J jnl
Label efficient phenotyping for Long COVID using electronic health records.
npj Digit. Medicine
Chuan Hong, Jun Wen, Harrison G. Zhang, Vidul Ayakulangara Panickan, Doris Yang, Alicia W. Chen, Xin Xiong, Xuan Wang, Michele Morris, Sara Morini, Rahul Sangar, Andrew Dey, Malarkodi J. Samayamuthu, Katherine P. Liao, Clara-Lea Bonzel, Vidisha Tanukonda, Monika Maripuri, Jacqueline Honerlaw, Yuk-Lam Ho, Shyam Visweswaran, Isaac S. Kohane, Kelly Cho, Gabriel A. Brat, Zongqi Xia, Tianxi Cai
2024 J jnl
LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.
Patterns
Jun Wen, Jue Hou, Clara-Lea Bonzel, Yihan Zhao, Victor M. Castro, Vivian S. Gainer, Dana Weisenfeld, Tianrun Cai, Yuk-Lam Ho, Vidul Ayakulangara Panickan, Lauren Costa, Chuan Hong, John Michael Gaziano, Katherine P. Liao, Junwei Lu, Kelly Cho, Tianxi Cai
2024 J jnl
Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.
J. Biomed. Informatics
Isabelle-Emmanuella Nogues, Jun Wen, Yihan Zhao, Clara-Lea Bonzel, Victor M. Castro, Yucong Lin, Shike Xu, Jue Hou, Tianxi Cai
2023 J jnl
Discriminative Radial Domain Adaptation.
CoRR
Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng
2023 J jnl
Discriminative Radial Domain Adaptation.
IEEE Trans. Image Process.
Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng
2023 J jnl
Episodic task agnostic contrastive training for multi-task learning.
Neural Networks
Fan Zhou, Yuyi Chen, Jun Wen, Qiuhao Zeng, Changjian Shui, Charles X. Ling, Shichun Yang, Boyu Wang
2023 J jnl
LATTE: Label-efficient Incident Phenotyping from Longitudinal Electronic Health Records.
CoRR
Jun Wen, Jue Hou, Clara-Lea Bonzel, Yihan Zhao, Victor M. Castro, Vivian S. Gainer, Dana Weisenfeld, Tianrun Cai, Yuk-Lam Ho, Vidul Ayakulangara Panickan, Lauren Costa, Chuan Hong, John Michael Gaziano, Katherine P. Liao, Junwei Lu, Kelly Cho, Tianxi Cai
2023 J jnl
Multimodal representation learning for predicting molecule-disease relations.
Bioinform.
Jun Wen, Xiang Zhang, Everett Neil Rush, Vidul Ayakulangara Panickan, Xingyu Li, Tianrun Cai, Doudou Zhou, Yuk-Lam Ho, Lauren Costa, Edmon Begoli, Chuan Hong, John Michael Gaziano, Kelly Cho, Junwei Lu, Katherine P. Liao, Marinka Zitnik, Tianxi Cai
2023 J jnl
Towards More General Loss and Setting in Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng.
Changjian Shui, Ruizhi Pu, Gezheng Xu, Jun Wen, Fan Zhou, Christian Gagné, Charles X. Ling, Boyu Wang
2022 J jnl
A novel domain adaptation theory with Jensen-Shannon divergence.
Knowl. Based Syst.
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
2022 J jnl
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition.
IEEE Trans. Image Process.
Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang
2022 A conf
EarHealth: an earphone-based acoustic otoscope for detection of multiple ear diseases in daily life.
MobiSys
Yincheng Jin, Yang Gao, Xiaotao Guo, Jun Wen, Zhengxiong Li, Zhanpeng Jin
2022 J jnl
Hierarchical domain adaptation with local feature patterns.
Pattern Recognit.
Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng
2022 J jnl
Weakly Semi-supervised phenotyping using Electronic Health records.
J. Biomed. Informatics
Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K. Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong
2021 A* conf
Context-Guided Adaptive Network for Efficient Human Pose Estimation.
AAAI
Lei Zhao, Jun Wen, Pengfei Wang, Nenggan Zheng
2021 J jnl
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition.
CoRR
Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang
2021 J jnl
Spatially-Aware Context Neural Networks.
IEEE Trans. Image Process.
Dongsheng Ruan, Yu Shi, Jun Wen, Nenggan Zheng, Min Zheng
2020 J jnl
Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence.
CoRR
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
2020 J jnl
Interventional Domain Adaptation.
CoRR
Jun Wen, Changjian Shui, Kun Kuang, Junsong Yuan, Zenan Huang, Zhefeng Gong, Nenggan Zheng
2020 A* conf
Linear Context Transform Block.
AAAI
Dongsheng Ruan, Jun Wen, Nenggan Zheng, Min Zheng
2019 A* conf
Bayesian Uncertainty Matching for Unsupervised Domain Adaptation.
IJCAI
Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen
2019 J jnl
Bayesian Uncertainty Matching for Unsupervised Domain Adaptation.
CoRR
Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen
2019 A* conf
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.
AAAI
Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan
2019 J jnl
Linear Context Transform Block.
CoRR
Dongsheng Ruan, Jun Wen, Nenggan Zheng
2018 J jnl
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.
CoRR
Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan
2018 A* conf
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition.
AAAI
Nenggan Zheng, Jun Wen, Risheng Liu, Liangqu Long, Jianhua Dai, Zhefeng Gong