Research Publication
2024 | MMAsia
Description-Driven Audiovisual Embedding Space Learning for Enhanced Movie Understanding
Wei-Lun Huang, Shao-Hung Wu, Hung-Chang Huang, Min-Chun Hu, Tse-Yu Pan
2024 | ICMR
PiCoGen: Generate Piano Covers with a Two-stage Approach
Chih-Pin Tan, Shuen-Huei Guan, Yi-Hsuan Yang
2024 | ISMIR
PiCoGen2: Piano Cover Generation with Transfer Learning Approach and Weakly Aligned Data
Chih-Pin Tan, Hsin Ai, Yi-Hsin Chang, Shuen-Huei Guan, YI-Hsuan Yang
2024 | IJCNN
SARA: Semantic-Assisted Reinforced Active Learning for Entity Alignment
Ching-Hsuan Liu, Chih-Ming Chen, Jing-Kai Lou, Ming-Feng Tsai, Jiun-Lang Huang, Chuan-Ju Wang
2023 | ECIR
CPR: Cross-Domain Preference Ranking with User Transformation
Yu-Ting Huang, Hsien-Hao Chen, Tung-Lin Wu, Chia-Yu Yeh, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2023 | CTSoc-NCT
Interview with Eric Tsai, Chief Technology Officer of KKCompany Technologies
Eric Tsai
2023 | CVPRW
SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement
Ding-Jiun Huang, Yu-Ting Kao, Tieh-Hung Chuang, Ya-Chun Tsai, Jing-Kai Lou, Shuen-Huei Guan
2023 | CTSoc-NCT
The Past, Present and Future of OTT Video Streaming
Shuen-Huei Guan, Feng-Hsu Tsai
2022 | WI-IAT
A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product Success
Chih-Ting Yeh, Zhe-Li Lin, Sheng-Chieh Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2022 | SIGIR
RecDelta: An Interactive Dashboard on Top-k Recommendation for Cross-model Evaluation
Yi-Shyuan Chiang, Yu-Ze Liu, Chen-Feng Tsai, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2021 | SIGIR
LSTPR: Graph-based Matrix Factorization with Long Short-term Preference Ranking
Chih-Hen Lee, Jun-En Ding, Chih-Ming Chen, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2020
Personalized TV Recommendation: Fusing User Behavior and Preferences
Sheng-Chieh Lin, Ting-Wei Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2020
Automatic Melody Harmonization with Triad Chords: A Comparative Study
Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yi-An Chen, Terence Leong, Yi-Hsuan Yang
2019 | MIPR
Thumbnail Image Selection for VOD Services
Chun-Ning Tsao, Jing-Kai Lou, Homer H. Chen
2019 | IJCAI
Musical Composition Style Transfer via Disentangled Timbre Representations
Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang
2019 | ICASSP
Multitask Learning for Frame-level Instrument Recognition
Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
2018 | DASC
Identifying Niche Singers in Online Music Streaming Services
Chih-Cheih Hung, Chun-Yu Kuo, Hui-Huang Hsu, Yian Chen
2018 | WSDM
WSDM Cup 2018: Music Recommendation and Churn Prediction
Yian Chen, Xing Xie, Shou-De Lin, Arden Chiu
2018 | RecSys
Superhighway: Bypass Data Sparsity in Cross-Domain Collaborative Filtering
Kwei-Herng Lai, Ting-Hsiang Wang, Heng-Yu Chi, Yi-An Chen, Ming-Feng Tsai, Chuan-Ju Wang
2018 | RecSys
Representation Learning for Image-based Music Recommendation
Chih-Chun Hsia, Kwei-Herng Lai, Yi-An Chen, Chuan-Ju Wang, Ming-Feng Tsai
2018 | SIGIR
Identifying Users behind Shared Accounts in Online Streaming Services
Jyun-Yu Jiang, Cheng-Te Li, Yian Chen, Wei Wang
2018 | APSIPA ASC
Multi-Label Playlist Classification Using Convolutional Neural Network
Guan-Hua Wang, Chia-Hao Chung, Yian Chen, Homer Chen
2017
Vertex-Context Sampling for Weighted Network Embedding
Chih-Ming Chen, Yi-Hsuan Yang, Yian Chen, Ming-Feng Tsai
2017
Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss
Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen
2017 | ICASSP
Revisiting the Problem of Audio-based Hit Song Prediction Using Convolutional Neural Networks
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen
2016 | RecSys
Addressing Cold Start for Next-song Recommendation
Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin
2016 | ISMIR
A Latent Representation of Users, Sessions, and Songs for Listening Behavior Analysis
Chia-Hao Chung, Jing-Kai Lou, Homer H. Chen
2016 | RecSys
Query-based Music Recommendations via Preference Embedding
Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang
2015 | ICME
Evaluating Music Recommendation in a Real-world Setting: On Data Splitting and Evaluation Metrics
Szu-Yu Chou, Yi-Hsuan Yang, Yu-Ching Lin
2015 | RecSys
Exploiting Latent Social Listening Representations for Music Recommendations
Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang