Marvin John Ignacio

According to our database, Marvin John Ignacio authored at least 6 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

U-Net Encapsulated Transformer for Reducing Dimensionality in Training Large Language Models.

Marvin John Ignacio, Yong-Guk Kim, Hulin Jin, Seunghee Yu

ACM Trans. Intell. Syst. Technol., June, 2026

Revisiting U-Net: a foundational backbone for modern generative AI.

Marvin John Ignacio, Sangyun Shin, Hulin Jin, Seong Joon Yoo, Dongil Han, Yong-Guk Kim

Artif. Intell. Rev., February, 2026

2024

UET4Rec: U-net encapsulated transformer for sequential recommender.

Jia Wang, Marvin John Ignacio, Seunghee Yu, Hulin Jin, Yong-Guk Kim

Expert Syst. Appl., 2024

UI/UX for Generative AI: Taxonomy, Trend, and Challenge.

Tae-Seok Kim, Marvin John Ignacio, Seunghee Yu, Hulin Jin, Yong-Guk Kim

IEEE Access, 2024

Meme Analysis Using LLM-Based Contextual Information and U-Net Encapsulated Transformer.

Marvin John Ignacio, Thanh Tin Nguyen, Hulin Jin, Yong-Guk Kim

IEEE Access, 2024

2017

Controlling byte pair encoding for neural machine translation.

Alfred John Tacorda, Marvin John Ignacio, Nathaniel Oco, Rachel Edita Roxas

Proceedings of the 2017 International Conference on Asian Language Processing, 2017