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Li, Jia Author

Open Access

Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs

  • Seo B.
  • Li J.

Scientific Reports - 1/12/2024

10.1038/s41598-024-77507-2

Cite count:

A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds?

  • Zhang Z.
  • Mansfield E.C.
  • Li J.
  • Russell J.
  • Young G.S.
  • Adams C.
  • Bowley K.A.
  • Wang J.Z.
... View more Collapse

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE - 1/1/2024

10.1109/tpami.2023.3324743

Cite count: 2 (Web of Science) 4 (Scopus)
  • CiteScore: 28.4 (2023)
  • SJR: 6.158 (2023
  • SNIP: 6.47 (2023

Robust deep neural network surrogate models with uncertainty quantification via adversarial training

  • Zhang L.
  • Li J.

Statistical Analysis and Data Mining - 1/6/2023

10.1002/sam.11610

Cite count:
  • JCR Impact Factor: 2.1 (2023)
  • CiteScore: 2.2 (2022)
  • SJR: 0.456 (2022
  • SNIP: 0.8 (2022
  • JCR 5-year Impact Factor: 1.8
  • JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Open Access

Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data

  • Zhang L.
  • Lin L.
  • Li J.

PLOS COMPUTATIONAL BIOLOGY - 1/4/2023

10.1371/journal.pcbi.1011044

Cite count: 1 (Web of Science)
  • JCR Impact Factor: 3.8 (2023)
  • CiteScore: 7.1 (2022)
  • SJR: 1.872 (2022
  • SNIP: 1.278 (2022
  • JCR 5-year Impact Factor: 4.3
  • JCR Categories: MATHEMATICAL & COMPUTATIONAL BIOLOGY
Open Access

Statistical and machine learning methods for immunoprofiling based on single-cell data

  • Zhang J.
  • Li J.
  • Lin L.

Human Vaccines and Immunotherapeutics - 1/1/2023

10.1080/21645515.2023.2234792

Cite count:
  • JCR Impact Factor: 4.1 (2023)
  • CiteScore: 6.7 (2022)
  • SJR: 1.041 (2022
  • SNIP: 1.125 (2022
  • JCR 5-year Impact Factor: 4.2
  • JCR Categories: BIOTECHNOLOGY & APPLIED MICROBIOLOGY

Applications of the Geometry-Sensitive Ensemble Mean for Lake-Effect Snowbands and Other Weather Phenomena

  • Seibert J.J.
  • Greybush S.J.
  • Li J.
  • Zhang Z.
  • Zhang F.

MONTHLY WEATHER REVIEW - 1/2/2022

10.1175/mwr-d-21-0212.1

Cite count:
  • JCR Impact Factor: 3.2 (2022)
  • CiteScore: 6.3 (2021)
  • SJR: 1.913 (2021
  • SNIP: 1.345 (2021
  • JCR 5-year Impact Factor: 3.7
  • JCR Categories: METEOROLOGY & ATMOSPHERIC SCIENCES

Multisource single-cell data integration by MAW barycenter for Gaussian mixture models

  • Lin L.
  • Shi W.
  • Ye J.
  • Li J.

BIOMETRICS - 1/1/2022

10.1111/biom.13630

Cite count: 1 (Scopus)
  • JCR Impact Factor: 1.9 (2022)
  • CiteScore: 3.1 (2022)
  • SJR: 1.348 (2022
  • SNIP: 1.235 (2022
  • JCR 5-year Impact Factor: 2.4
  • JCR Categories: MATHEMATICAL & COMPUTATIONAL BIOLOGY
Open Access

Optimal Transport With Relaxed Marginal Constraints

  • Li, Jia
  • Lin, Lin

IEEE ACCESS - 2021

10.1109/access.2021.3072613

Cite count: 1 (Web of Science)
  • JCR Impact Factor: 3.476 (2021)
  • JCR 5-year Impact Factor: 3.758
  • JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS

A fast globally linearly convergent algorithm for the computation of wasserstein barycenters

  • Yang L.
  • Li J.
  • Sun D.
  • Toh K.C.

JOURNAL OF MACHINE LEARNING RESEARCH - 1/1/2021

Cite count: 2 (Scopus)
  • JCR Impact Factor: 5.177 (2021)
  • CiteScore: 6.8 (2020)
  • SJR: 1.24 (2020
  • SNIP: 2.907 (2020
  • JCR 5-year Impact Factor: 8.146
  • JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE

Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models

  • Seo B.
  • Lin L.
  • Li J.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS - 1/1/2021

10.1080/10618600.2021.1982724

Cite count: 2 (Scopus)
  • JCR Impact Factor: 1.884 (2021)
  • CiteScore: 3.8 (2021)
  • SJR: 1.682 (2021
  • SNIP: 1.785 (2021
  • JCR 5-year Impact Factor: 3.123
  • JCR Categories: STATISTICS & PROBABILITY

Photo composition feedback and enhancement exploiting spatial design categories and the notan dark-light principle

  • Li J.
  • Yao L.
  • Wang J.

Mobile Cloud Visual Media Computing: From Interaction to Service - 1/1/2015

10.1007/978-3-319-24702-1_5

Cite count: 2 (Scopus)

On aesthetics and emotions in scene images: A computational perspective

  • Joshi D.
  • Datta R.
  • Fedorovskaya E.
  • Lu X.
  • Luong Q.
  • Wang J.
  • Li J.
  • Luo J.
... View more Collapse

Scene Vision: Making Sense of What We See - 1/1/2014

Cite count: 3 (Scopus)
Open Access

Learning Performance Maximizing Ensembles with Explainability Guarantees

  • Pisztora V.
  • Li J.

Proceedings of the AAAI Conference on Artificial Intelligence - 25/3/2024

10.1609/aaai.v38i13.29378

Cite count:

An investigation into three visual characteristics of complex scenes that evoke human emotion

  • Lu X.
  • Adams R.
  • Li J.
  • Newman M.
  • Wang J.

2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017 - 2/7/2017

10.1109/acii.2017.8273637

Cite count: 4 (Scopus)

Beyond saliency: Assessing visual balance with high-level cues

  • Kandemir B.
  • Zhou Z.
  • Li J.
  • Wang J.

Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017 - 23/10/2017

10.1145/3126686.3126712

Cite count: 5 (Scopus)

A simulated annealing based inexact oracle for wasserstein loss minimization

  • Ye J.
  • Wang J.
  • Li J.

34th International Conference on Machine Learning, ICML 2017 - 1/1/2017

Cite count:

AutoScaler: Scale-attention networks for visual correspondence

  • Wang S.
  • Luo L.
  • Zhang N.
  • Li J.

British Machine Vision Conference 2017, BMVC 2017 - 1/1/2017

10.5244/c.31.185

Cite count: 6 (Scopus)

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

  • Ye J.
  • Li Y.
  • Wu Z.
  • Wang J.
  • Li W.
  • Li J.

ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) - 1/1/2017

10.18653/v1/p17-1169

Cite count: 3 (Scopus)
Open Access

A distance for HMMS based on aggregated wasserstein metric and state registration

  • Chen Y.
  • Ye J.
  • Li J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016

10.1007/978-3-319-46466-4_27

Cite count: 6 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.339 (2016
  • SNIP: 0.676 (2016
Open Access

Identifying emotions aroused from paintings

  • Lu X.
  • Sawant N.
  • Newman M.
  • Adams R.
  • Wang J.
  • Li J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016

10.1007/978-3-319-46604-0_4

Cite count: 3 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.339 (2016
  • SNIP: 0.676 (2016

Modeling perspective effects in photographic composition

  • Zhou Z.
  • He S.
  • Li J.
  • Wang J.

MM 2015 - Proceedings of the 2015 ACM Multimedia Conference - 13/10/2015

10.1145/2733373.2806248

Cite count: 7 (Scopus)
  • SJR Categories: Hardware and Architecture; Human-Computer Interaction

Opportunities and challenges of industry-Academic collaborations in multimedia research

  • Chang S.F.
  • Cooper M.
  • Dash D.
  • Kivran-Swaine F.
  • Li J.
  • Shamma D.A.

MM 2015 - Proceedings of the 2015 ACM Multimedia Conference - 13/10/2015

10.1145/2733373.2806281

Cite count:

This author has no patents.

This author has no reports or other types of publications.

Scopus: 40

Web of Science: 4

Scopus: 61

Web of Science: 3

Last data update: 11/20/24 2:28 AM
Next scheduled update: 11/23/24 3:00 AM