Graduate Student Scholarship
Publications and Grants

Subject: Deep learning (Machine learning)

FAST ID: 2032663 | WorldCat Record

Publications

Academic Publications

DEEP LEARNING-BASED CLASSIFICATION OF HYPERSPECTRAL IMAGES
Jialin Tang
2026, dissertation thesis
Artificial intelligence Deep learning (Machine learning) Hyperspectral imaging Image processing
Tensortrim: dynamic tensor-train decomposition for efficient neural network compression
Shiyi Luo; Mingshuo Liu; et al.
International Journal of Machine Learning and Cybernetics, 2026, journal article
Artificial intelligence Deep learning (Machine learning) Machine learning
HyperEAST: An Enhanced Attention-Based Spectral–Spatial Transformer With Self-Supervised Pretraining for Hyperspectral Image Classification
Jialin Tang; Nan Ma; Chen Jia; Rui Tian; Yanhui Guo
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, journal article Cited by 10
Computer vision Deep learning (Machine learning) Remote sensing Transformers
LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness
Ye, Zongli; Lian, Jiachen; Gupta, Akshaj; Zhou, Xuanru; Li, Haodong; Patel, Krish; Park, Hwi Joo; Zhou, Dingkun; Guo, Chenxu; Li, Shuhe; Wang, Sam; Zhou, Iris; Cho, Cheol Jun; Zoe Ezzes; et al.
Arxiv, 2025, journal article Cited by 1
Automatic speech recognition Deep learning (Machine learning) Machine learning Natural language processing
Binarized $l_{1}$-Regularization Parameters Enhanced Stripe-Wise Optimization Algorithm for Efficient Neural Network Optimization
Xiaotian Ma; Pu Sun; Shiyi Luo; Qidi Peng; Ronald F. DeMara; Yu Bai
IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2024, journal article Cited by 3
Computer science Deep learning (Machine learning) Machine learning Neural networks (Computer science)

Evaluating the Cumulative Benefit of Inspiratory CT, Expiratory CT, and Clinical Data for COPD Diagnosis and Staging through Deep Learning
Amanda Lee; Albert Hsiao; Kyle A. Hasenstab
Radiology: Cardiothoracic Imaging, 2024, journal article Cited by 5
Artificial intelligence Deep learning (Machine learning) Diagnostic imaging

Academic Conferences

An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset
Mingshuo Liu; Kevin Han; Shiyi Luo; et al.
Proceedings of the 2021 Great Lakes Symposium on Vlsi, 2021, conference paper
Computer vision Deep learning (Machine learning) Machine learning Neural networks (Computer science)