Projects per year
Personal profile
Research interests
machine learning, data sciences, and numerical optimization, computer vision, signal/image processing, and computational imaging, healthcare
Teaching
Deep learning, machine learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, When are nonconvex optimization problems not scary? , Columbia University
2011 → 2016
Award Date: May 31 2016
External Positions
Postdoc fellow, Stanford University
2016 → 2019
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Collaborations and top research areas from the last five years
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Adolescents' Social Media Management Strategies: Bidirectional Links to Objective Social Media Use and Mental Health Outcomes
Sun, X. (PI), Dworkin, J. (Other Role), Gunlicks-Stoessel, M. L. (Other Role), Nickodem, K. (Other Role), Piehler, T. F. (Other Role) & Sun, J. (Other Role)
NATIONAL INSTITUTES OF HEALTH (NIH)
9/6/24 → 5/31/25
Project: Research project
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AI for Map Geolocation and Extraction to Find Critical Minerals
Chiang, Y.-Y. (PI) & Sun, J. (CoI)
INFERLINK CORPORATION, USDOD DEFENSE ADV RES PROJECTS
9/26/23 → 3/25/25
Project: Research project
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Big Data to Personalized Hearing Health: Developing an Open Database for Hearing Devices and a Matching System
Sun, J. (PI)
UNIVERSITY OF SOUTHERN CALIFORNIA, AMERICAN NEUROTOLOGY SOCIETY
9/1/23 → 6/30/25
Project: Research project
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SCH: A New Computational Framework for Learning from Imbalanced Biomedical Data
Sun, J. (PI), Cui, Y. (CoI) & Zhang, R. (CoI)
NIH NATIONAL CANCER INSTITUTE (NCI)
8/1/23 → 7/31/27
Project: Research project
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AI-CLIMATE (Artificial Intelligence Institute for Climate-Land Interactions, Mitigations, Adaption, Trade-Offsand Economy)
Shekhar, S. (PI), Babcock, C. R. (Other Role), Chiang, Y.-Y. (Other Role), Gini, M. L. (Other Role), Griffis, T. J. (Other Role), Hong, M. (Other Role), Jin, Z. (Other Role), Johnson, J. A. (Other Role), Jordan, N. R. (Other Role), Kumar, V. (Other Role), Mulla, D. J. (Other Role), Papanikolopoulos, N. P. (Other Role), Pardey, P. G. (Other Role), Roop, H. A. (Other Role), Runck, B. C. (Other Role), Steinbach, M. (Other Role), Sun, J. (Other Role), Wilgenbusch, J. (Other Role) & Zobel, J. M. (Other Role)
USDA Nat'l Inst. of Food & Agriculture
6/1/23 → 5/31/26
Project: Research project
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An in-depth evaluation of federated learning on biomedical natural language processing for information extraction
Peng, L., Luo, G., Zhou, S., Chen, J., Xu, Z., Sun, J. & Zhang, R., Dec 2024, In: npj Digital Medicine. 7, 1, 127.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration
Shen, L., Chen, C., Zou, F., Jie, Z., Sun, J. & Liu, W., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 14482-14490 9 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Automated Quantification of Eye Tics Using Computer Vision and Deep Learning Techniques
Conelea, C., Liang, H., DuBois, M., Raab, B., Kellman, M., Wellen, B., Jacob, S., Wang, S., Sun, J. & Lim, K., Jan 2024, In: Movement Disorders. 39, 1, p. 183-191 9 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise
Zhuang, Z., Li, T., Wang, H. & Sun, J., Feb 2024, In: International Journal of Computer Vision. 132, 2, p. 319-348 30 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Interpretable deep learning methods for multiview learning
Wang, H., Lu, H., Sun, J. & Safo, S. E., Dec 2024, In: BMC bioinformatics. 25, 1, 69.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Press/Media
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College of Science and Engineering Secures $1.2 Million Grant For Electric Scooter Research
Rajamani, R., Sun, J. & Morris, N. L.
11/17/20
1 item of Media coverage
Press/Media: Expert Comment or Interview