Publications

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[1]A Multimodal Graph-based Music Auto-tagging Framework: Integrating Social and Content Intelligence
Yang Huang, Duen-Ren Liu, Yi-Xuan Chen
JournalInformation Technology and Management  ·  Apr 2026
[2]Collaborative Learning with Deep Attention Networks for Review-based Game Recommendations
Yang Hang, Duen-Ren Liu, Shu-Cheng Lin
JournalJournal of Information Science and Engineering  ·  Jan 2026
[3]Generative AI-Augmented Multimodal Graph Model with Parallel Contrastive Learning for Game Recommendation
Yang Huang, Duen-Ren Liu, Chi-Yun Chao
JournalApplied Intelligence  ·  Jan 2026
[4]Generative Adversarial Networks for Tag Recommendation based on Multimodal and Group Article Features
Duen-Ren Liu, Chin-Hui Lai, Yang Huang, Shu-Ting Chang
JournalJournal of Information Science and Engineering  ·  Sep 2025
[5]News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks
Duen-Ren Liu, Yang Huang, Jhen-Jie Jhao, Shin-Jye Lee
JournalData Technologies and Applications  ·  Jan 2024
[6]Hybrid Generative Adversarial Networks for News Recommendation
Duen-Ren Liu, Yang Huang, Ching-Yi Tseng, Shin-Jye Lee
JournalJournal of Information Science & Engineering  ·  Nov 2023
[7]Crowdfunding Prediction with Aspect-Based CNN and Generative Adversarial Networks
Shu-Ying Lin, Yang Huang, Yi-Fan Tai, Yu-Xuan Du
ConferenceInternational Conference on Artificial Intelligence (ICAI)  ·  Sep 2023
[8]Talent recommendation based on attentive deep neural network and implicit relationships of resumes
Yang Huang, Duen-Ren Liu, Shin-Jye Lee
JournalInformation Processing & Management  ·  Jul 2023
[9]Personalized Hashtag Recommendation Based on Hierarchical Users and Group Posts Co-Attention with Generative Adversarial Networks
Duen-Ren Liu, Yang Huang, Sheng-Wei Wu
ConferenceInternational Conference on Artificial Intelligence (ICAI)  ·  Jun 2023
[10]A boosting resampling method for regression based on a conditional variational autoencoder
Yang Huang, Duen-Ren Liu, Shin-Jye Lee, Chia-Hao Hsu, Yang-Guang Liu
JournalInformation Sciences  ·  Apr 2022
[11]Air pollution forecasting based on attention-based LSTM neural network and ensemble learning
Duen-Ren Liu, Shin-Jye Lee, Yang Huang, Chien-Ju Chiu
JournalExpert Systems  ·  Dec 2019
[12]Motor Fault Detection and Feature Extraction Using RNN-Based Variational Autoencoder
Yang Huang, Chiun-Hsun Chen, Chi-Jui Huang
JournalIEEE Access  ·  Sep 2019
[13]應用機器學習與遞迴神經網路預測產業發展之未來—以甘藍菜價之預測為例
黃揚, 何無忌, 李岱穎, 蘇恆毅
Conference中華民國科技管理學會年會  ·  Dec 2017
[14]遞迴神經網路於單戶家庭電力耗能負載預測
何無忌, 林于翔, 黃揚, 陳泓勳
Conference中華民國力學學會第四十一屆全國力學會議  ·  Nov 2017
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