教師 - 國立中興大學企業管理學系 Department of Business Administration , National Chung Hsing University

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教師

基本資料表

姓名

黃揚

聯絡電話

04-22840571 ext.634

Email

yanghuang@dragon.nchu.edu.tw

教師

類別

專任師資

職稱

助理教授

授課領域

人工智慧、機器學習、資料庫管理

研究專長

推薦系統、深度學習、機器學習、數據分析

年度	論文名稱
2025	Duen-Ren Liu, Chin-Hui Lai, Yang Hang, Shu-Ting Chang,Generative Adversarial Networks for Tag Recommendation based on Multimodal and Group Article Features ,Journal of Information Science and Engineering ,41(5),(SCI)
2024	Duen-Ren Liu, Yang Huang, Jhen-Jie Jhao, Shin-Jye Lee ,News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks. ,Data Technologies and Applications,58(1), pp24-41,(SCI,SSCI)
2023	Yang Huang, Duen-Ren Liu, Shin-Jye Lee ,Talent recommendation based on attentive deep neural network and implicit relationships of resumes.,Information Processing & Management【Information science & library science, Q1 , IF=8.6】,60(4), pp103357,(SCI,SSCI)
2023	Duen-Ren Liu, Yang Huang, Ching-Yi Tseng, Shin-Jye Lee ,Hybrid Generative Adversarial Networks for News Recommendation.,Journal of Information Science & Engineering,39(6), pp1437-1457,(SCI)
2022	Yang Huang, Duen-Ren Liu, Shin-Jye Lee, Chia-Hao Hsu, Yang-Guang Liu ,A Boosting Resampling Method for Regression based on a Conditional Variational Autoencoder.,Information Sciences【Computer science, information systems, Q1, IF=8.1】,590, pp90-105,(SCI)
2020	Duen-Ren Liu, Shin-Jye Lee, Yang Huang, Chien-Ju Chiu ,Air pollution forecasting based on attention‐based LSTM neural network and ensemble learning. ,Expert Systems,37(3), ppe12511,(SCI)
2019	Yang Huang, Chiun-Hsun Chen, Chi-Jui Huang ,Motor fault detection and feature extraction using RNN-based variational autoencoder.,IEEE Access,7, pp139086-139,(SCI)

年度	論文名稱
2023	Duen-Ren Liu, Yang Huang, Sheng-Wei Wu.,Personalized Hashtag Recommendation Based on Hierarchical Users and Group Posts Co-Attention with Generative Adversarial Networks.,International Conference on Artificial Intelligence （ICAI）,2023-06-08-2023-06-09
2023	Shu-Ying Lin, Yang Huang, Yi-Fan Tai, Yu-Xuan Du ,Crowdfunding Prediction with Aspect-Based CNN and Generative Adversarial Networks.,International Conference on Artificial Intelligence （ICAI）,2023-09-18-2023-09-19
2017	,Huang, Y., Ho, W. C., Lee, D. Y., & Su, H. Y. (2017). Application of Machine Learning and RNN in Industrial Development Analysis - The Case of Cabbage Price Prediction. Annual Conference of the Chinese Society for Management of Technology, Taiwan.,2017-12-01-2017-12-02
2017	,Ho, W. C., Huang, Y., Lin, Y. S., Chen, H. S. (2017). Apply Recurrent Neural Networks for Single-Family Power Consumption Prediction. The 41th National Conference on Theoretical and Applied Mechanics, Taiwan.,2017-11-24-2017-11-25

年度	計畫名稱	參與人	計畫期間	補助/委託或合作機構
2025	基於多層次對比學習與序列異質模態缺失感知之短影片推薦系統研究		~	國科會

學校名稱	國別	系所	學位	起迄年月
國立陽明交通大學		資訊管理研究所	博士	2018-09~2024-04
國立陽明交通大學		科技管理研究所	碩士	2016-09~2018-06
國立清華大學		動力機械工程學系	學士	2012-09~2016-06

服務機關名稱	單位	職務	期間
國立陽明交通大學	資訊管理研究所	博士後研究員	2024-07~2025-01
University of Manchester	Department of Computer Science	Visiting Researcher	2022-12~2024-01