Jielin Qiu
jielinq [at] cs (dot) cmu (dot) edu

I am a PhD student in the Computer Science Department at School of Computer Science, Carnegie Mellon University, advised by Prof. Ding Zhao and Prof. Fei Fang. I also work with Prof. Bo Li and Prof. Douglas Weber. My research interests lie in Multimodal Machine Learning, and applications in Healthcare.

Before coming to CMU, I received my B.Eng. from Shanghai Jiao Tong University, advised by Prof. Bao-Liang Lu.

Email  /  Google Scholar  /  LinkedIn

profile photo
Update
  • If you're an undergraduate or master student interested in RA/summer internship, please feel free to contact me. Our lab is looking for students for several research projects.
News
  • [2021-09] Receive a gift funding from Adobe. Thanks, Adobe!
  • [2021-08] TA 16-824 Visual Learning and Recognition by Prof. Jun-Yan Zhu. Check our course here: 16-824 Fall2021.
  • [2021-05] Start a research internship at Adobe research.
  • [2021-01] TA 11-777 MultiModal Machine Learning by Prof. Yonatan Bisk. Check our course here: 11-777 Spring2021.
Selected Publications

MHMS: Multimodal Hierarchical Multimedia Summarization
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
Under Review / arXiv

Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos
Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
Under Review

Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
Jiacheng Zhu*, Jielin Qiu*, Zhuolin Yang, Michael Rosenberg, Emerson Liu, Bo Li, Ding Zhao
ICLR Workshop on Socially Responsible Machine Learning (SRML) 2022 / Paper

Optimal Transport based Data Augmentation for Heart Disease Diagnosis and Prediction
Jielin Qiu*, Jiacheng Zhu*, Michael Rosenberg, Emerson Liu, Ding Zhao
preprint / arXiv

Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition
Wei Liu, Jielin Qiu, Wei-Long Zheng, Bao-Liang Lu
IEEE Transactions on Cognitive and Developmental Systems 2021 / Paper / arXiv

Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex
Jielin Qiu, Ge Huang, Tai Sing Lee
NeurIPS 2019 / Paper

Investigating Sex Differences in Classification of Five Emotions from EEG and Eye Movement Signals
Lan-Qing Bao, Jielin Qiu, Hao Tang, Wei-Long Zheng, Bao-Liang Lu
EMBC 2019 / Paper

Approximation Gradient Error Variance Reduced Optimization
Weiye Zhao, Yang Liu, Xiaoming Zhao, Jielin Qiu, Jian Peng
AAAI 2019 / Paper

Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis
Jielin Qiu, Wei Liu, Bao-Liang Lu
ICONIP 2018 / Paper

Services
  • Reviewer: NeurIPS, CVPR, ICML, AAAI, MM, CHIL, MLHC

Design and source code from Jon's and Zhijian's website