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Jiajia Li

Michigan State University

Agriculture Hall

East Lansing, MI 48824-1122

United States

SCHOLARLY PAPERS

4

DOWNLOADS

91

TOTAL CITATIONS

5

Scholarly Papers (4)

1.

Metafruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models

Number of pages: 22 Posted: 15 May 2024
Michigan State University, Michigan State University, affiliation not provided to SSRN, affiliation not provided to SSRN, Pennsylvania State University, Government of the United States of America - US Department of Agriculture and Michigan State University
Downloads 31 (1,304,549)

Abstract:

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Fruit Harvesting, Fruit detection, Foundation model, Deep learning.

2.

Soybeannet: Transformer-Based Convolutional Neural Network for Soybean Pod Counting from Unmanned Aerial Vehicle (Uav) Images

Number of pages: 21 Posted: 21 Nov 2023
Michigan State University, Michigan State University, Michigan State University, Michigan State University, Michigan State University, affiliation not provided to SSRN, Southeast University and Michigan State University
Downloads 31 (1,318,317)
Citation 3

Abstract:

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Soybean pod counting, Soybean yield prediction, Convolutional neural networks, Transformer-based network, Point-based crowd counting.

3.

Object-Centric 3D Gaussian Splatting for Strawberry Plant Reconstruction and Phenotyping

Number of pages: 20 Posted: 19 Nov 2025
Michigan State University, Michigan State University, Mississippi State University, Mississippi State University, New York University (NYU) and Michigan State University
Downloads 24 (1,399,036)

Abstract:

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Plant Phenotyping, 3D Reconstruction, 3D Gaussian Splatting, Neural Radiance Fields, Strawberry

4.

VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture

Number of pages: 12 Posted: 25 May 2026
University of Alabama, U.S. Department of Agriculture (USDA), Michigan State University, Michigan State University, University of Alabama and affiliation not provided to SSRN
Downloads 5 (1,579,934)
Citation 2

Abstract:

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Federated learning, Object detection, Smart agriculture, Vision Language Model