Personal profile
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):
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SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth
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Dive into the research topics where Jian Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
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Deep Mutual Density Ratio Estimation with Bregman Divergence and its Applications
Han, D., Zheng, S., Shen, G., Song, X., Sun, L. (Corresponding Author) & Huang, J., 2 Jun 2025, In: Journal of the American Statistical Association . 120, 551, p. 1990-2001 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
LAMBDA: A Large Model Based Data Agent
Sun, M., Han, R., Jiang, B., Qi, H., Sun, D., Yuan, Y. & Huang, J., 2025, In: Journal of the American Statistical Association.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models
Huang, D., Li, T. & Huang, J., 6 Jun 2024, In: Proceedings of Machine Learning Research. 235, p. 19904-19928 25 p.Research output: Journal article publication › Conference article › Academic research › peer-review
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Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks
Shen, G., Huang, J. (Corresponding Author), Jiao, Y., Lin, Y. & Horowitz, J. L., Mar 2024, In: Journal of Machine Learning Research. 25, 88, p. 1-75 75 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access10 Link opens in a new tab Citations (Scopus) -
A Random Projection Approach to Hypothesis Tests in High-Dimensional Single-Index Models
Liu, C., Zhao, X. & Huang, J., 2023, (Accepted/In press) In: Journal of the American Statistical Association. 0, p. 1-11 11 p.Research output: Journal article publication › Journal article › Academic research › peer-review
4 Link opens in a new tab Citations (Scopus)