Publications

2026

1. SIGIR

   Verbalizing LightGCN: Direct Learning of Textual Representations from User-Item Interaction Graph via LLMs

   Manh Khanh Ngo Huu and Hady W. Lauw

   In Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2026

   To appear

   Bib

   @inproceedings{ngohuu2026verbalizing,
     title = {Verbalizing LightGCN: Direct Learning of Textual Representations from User-Item Interaction Graph via LLMs},
     author = {Ngo Huu, Manh Khanh and Lauw, Hady W.},
     booktitle = {Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval},
     pages = {1393--1403},
     year = {2026},
     note = {To appear},
   }

2025

1. IEEE MM

   STERR-GAN: Spatiotemporal Rerendering for Facial Video Restoration

   Manh Khanh Ngo Huu, Vinh Ngo, Bich-Nga Pham, and 2 more authors

   IEEE MultiMedia, 2025

   Bib

   @article{ngohuu2025sterrgan,
     title = {STERR-GAN: Spatiotemporal Rerendering for Facial Video Restoration},
     author = {Ngo Huu, Manh Khanh and Ngo, Vinh and Pham, Bich-Nga and Luu, Duc-Tuan and Nguyen, Vinh-Tiep},
     journal = {IEEE MultiMedia},
     volume = {32},
     number = {4},
     pages = {45--57},
     year = {2025},
   }

2023

1. MTAP

   Abstraction-perception preserving cartoon face synthesis

   Sy-Tuyen Ho, Manh Khanh Ngo Huu, Thanh-Danh Nguyen, and 5 more authors

   Multimedia Tools and Applications, 2023

2022

1. MAPR

   Antique Photo Restoration and Colorization via Generative Model

   Manh Khanh Ngo Huu, Vinh Quang Ngo, Thanh-Danh Nguyen, and 2 more authors

   In 2022 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2022

2021

1. MAPR

   Multilingual-GAN: A Multilingual GAN-based Approach for Handwritten Generation

   Manh Khanh Ngo Huu, Sy-Tuyen Ho, Vinh-Tiep Nguyen, and 1 more author

   In 2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2021