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Author

Marvin John Ignacio

Institution: Sejong University
Observed institution: Sejong University
ORCID: 0000-0003-2145-934X
Observed ORCID: 0000-0003-2145-934X
OpenAlex ID: A5100256169
UI/UX for Generative AI: Taxonomy, Trend, and Challenge
2024 · Tae-Seok Kim, Marvin John Ignacio, et al. · IEEE Access · 27
Revisiting U-Net: a foundational backbone for modern generative AI
2025 · Marvin John Ignacio, Sangyun Shin, et al. · Artificial Intelligence Review · 6
Meme Analysis Using LLM-Based Contextual Information and U-Net Encapsulated Transformer
2024 · Marvin John Ignacio, Thanh Tin Nguyen, et al. · IEEE Access · 5
UET4Rec: U-net encapsulated transformer for sequential recommender
2024 · Jia Wang, Marvin John Ignacio, et al. · Expert Systems with Applications · 4
U-Net Encapsulated Transformer for Reducing Dimensionality in Training Large Language Models
2025 · Marvin John Ignacio, Yong-Guk Kim, et al. · ACM Transactions on Intelligent Systems and Technology · 2
Works count: 5
Citation count: 44
H-index: 4
I10-index: 1
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