Sign in
Jielin Qiu
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 26
Top Topics
Multimedia
Disease Diagnosis
Reinforcement Learning
Imbalanced Datasets
Top Venues
CoRR
AISTATS
ACL (Findings)
MLHC
</>
Publications
</>
Jiacheng Zhu
,
Jielin Qiu
,
Aritra Guha
,
Zhuolin Yang
,
XuanLong Nguyen
,
Bo Li
,
Ding Zhao
Interpolation for Robust Learning: Data Augmentation on Geodesics.
CoRR
(2023)
Jielin Qiu
,
Jiacheng Zhu
,
Shiqi Liu
,
William Han
,
Jingqi Zhang
,
Chaojing Duan
,
Michael A. Rosenberg
,
Emerson Liu
,
Douglas Weber
,
Ding Zhao
Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report.
ML4H@NeurIPS
(2023)
Jielin Qiu
,
Jiacheng Zhu
,
Mengdi Xu
,
Peide Huang
,
Michael A. Rosenberg
,
Douglas Weber
,
Emerson Liu
,
Ding Zhao
Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation.
ICASSP
(2023)
Jielin Qiu
,
Mengdi Xu
,
William Han
,
Seungwhan Moon
,
Ding Zhao
Embodied Executable Policy Learning with Language-based Scene Summarization.
CoRR
(2023)
Bo He
,
Jun Wang
,
Jielin Qiu
,
Trung Bui
,
Abhinav Shrivastava
,
Zhaowen Wang
Align and Attend: Multimodal Summarization with Dual Contrastive Losses.
CVPR
(2023)
Jielin Qiu
,
William Han
,
Jiacheng Zhu
,
Mengdi Xu
,
Michael A. Rosenberg
,
Emerson Liu
,
Douglas Weber
,
Ding Zhao
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
EACL (Findings)
(2023)
Jielin Qiu
,
William Han
,
Jiacheng Zhu
,
Mengdi Xu
,
Michael A. Rosenberg
,
Emerson Liu
,
Douglas Weber
,
Ding Zhao
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
CoRR
(2023)
Jielin Qiu
,
William Han
,
Jiacheng Zhu
,
Mengdi Xu
,
Douglas Weber
,
Bo Li
,
Ding Zhao
Can Brain Signals Reveal Inner Alignment with Human Languages?
EMNLP (Findings)
(2023)
Jielin Qiu
,
Jiacheng Zhu
,
Mengdi Xu
,
Franck Dernoncourt
,
Trung Bui
,
Zhaowen Wang
,
Bo Li
,
Ding Zhao
,
Hailin Jin
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment.
ACL (Findings)
(2023)
Li Jiang
,
Sijie Chen
,
Jielin Qiu
,
Haoran Xu
,
Wai Kin Chan
,
Zhao Ding
Offline Reinforcement Learning with Imbalanced Datasets.
CoRR
(2023)
Mengdi Xu
,
Peide Huang
,
Yaru Niu
,
Visak Kumar
,
Jielin Qiu
,
Chao Fang
,
Kuan-Hui Lee
,
Xuewei Qi
,
Henry Lam
,
Bo Li
,
Ding Zhao
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables.
AISTATS
(2023)
Jielin Qiu
,
Jiacheng Zhu
,
William Han
,
Aditesh Kumar
,
Karthik Mittal
,
Claire Jin
,
Zhengyuan Yang
,
Linjie Li
,
Jianfeng Wang
,
Bo Li
,
Ding Zhao
,
Lijuan Wang
MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos.
CoRR
(2023)
Jielin Qiu
,
Franck Dernoncourt
,
Trung Bui
,
Zhaowen Wang
,
Ding Zhao
,
Hailin Jin
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos.
WACV
(2023)
Jielin Qiu
,
Jiacheng Zhu
,
Shiqi Liu
,
William Han
,
Jingqi Zhang
,
Chaojing Duan
,
Michael A. Rosenberg
,
Emerson Liu
,
Douglas Weber
,
Ding Zhao
Converting ECG Signals to Images for Efficient Image-text Retrieval via Encoding.
CoRR
(2023)
Jiacheng Zhu
,
Jielin Qiu
,
Aritra Guha
,
Zhuolin Yang
,
XuanLong Nguyen
,
Bo Li
,
Ding Zhao
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics.
ICML
(2023)
Jielin Qiu
,
Peide Huang
,
Makiya Nakashima
,
Jaehyun Lee
,
Jiacheng Zhu
,
W. H. Wilson Tang
,
Pohao Chen
,
Christopher Nguyen
,
Byung-Hak Kim
,
Debbie Kwon
,
Douglas Weber
,
Ding Zhao
,
David Chen
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging.
CoRR
(2023)
Bo He
,
Jun Wang
,
Jielin Qiu
,
Trung Bui
,
Abhinav Shrivastava
,
Zhaowen Wang
Align and Attend: Multimodal Summarization with Dual Contrastive Losses.
CoRR
(2023)
Jiacheng Zhu
,
Jielin Qiu
,
Zhuolin Yang
,
Douglas Weber
,
Michael A. Rosenberg
,
Emerson Liu
,
Bo Li
,
Ding Zhao
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction.
MLHC
(2022)
Jielin Qiu
,
Franck Dernoncourt
,
Trung Bui
,
Zhaowen Wang
,
Ding Zhao
,
Hailin Jin
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos.
CoRR
(2022)
Jielin Qiu
,
Yi Zhu
,
Xingjian Shi
,
Florian Wenzel
,
Zhiqiang Tang
,
Ding Zhao
,
Bo Li
,
Mu Li
Are Multimodal Models Robust to Image and Text Perturbations?
CoRR
(2022)
Jielin Qiu
,
Jiacheng Zhu
,
Mengdi Xu
,
Franck Dernoncourt
,
Trung Bui
,
Zhaowen Wang
,
Bo Li
,
Ding Zhao
,
Hailin Jin
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment.
CoRR
(2022)
William Han
,
Jielin Qiu
,
Jiacheng Zhu
,
Mengdi Xu
,
Douglas Weber
,
Bo Li
,
Ding Zhao
An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram.
CoRR
(2022)
Jiacheng Zhu
,
Jielin Qiu
,
Zhuolin Yang
,
Douglas Weber
,
Michael A. Rosenberg
,
Emerson Liu
,
Bo Li
,
Ding Zhao
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction.
CoRR
(2022)
Mengdi Xu
,
Peide Huang
,
Yaru Niu
,
Visak Kumar
,
Jielin Qiu
,
Chao Fang
,
Kuan-Hui Lee
,
Xuewei Qi
,
Henry Lam
,
Bo Li
,
Ding Zhao
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables.
CoRR
(2022)
Jielin Qiu
,
Jiacheng Zhu
,
Michael Rosenberg
,
Emerson Liu
,
Ding Zhao
Optimal Transport based Data Augmentation for Heart Disease Diagnosis and Prediction.
CoRR
(2022)
Jielin Qiu
,
Jiacheng Zhu
,
Mengdi Xu
,
Franck Dernoncourt
,
Trung Bui
,
Zhaowen Wang
,
Bo Li
,
Ding Zhao
,
Hailin Jin
MHMS: Multimodal Hierarchical Multimedia Summarization.
CoRR
(2022)