Chin-Chia Michael Yeh

2024

doi dblp

A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.

Audrey Der|Chin-Chia Michael Yeh|Xin Dai|Huiyuan Chen|Yan Zheng|Yujie Fan|Zhongfang Zhuang|Vivian Lai|Junpeng Wang|Liang Wang|Wei Zhang|Eamonn J. Keogh

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Revealing the Power of Masked Autoencoders in Traffic Forecasting.

Jiarui Sun|Yujie Fan|Chin-Chia Michael Yeh|Wei Zhang|Girish Chowdhary

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Masked Graph Transformer for Large-Scale Recommendation.

Huiyuan Chen|Zhe Xu|Chin-Chia Michael Yeh|Vivian Lai|Yan Zheng|Minghua Xu|Hanghang Tong

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

doi dblp

An Efficient Content-based Time Series Retrieval System.

Chin-Chia Michael Yeh|Huiyuan Chen|Xin Dai|Yan Zheng|Junpeng Wang|Vivian Lai|Yujie Fan|Audrey Der|Zhongfang Zhuang|Liang Wang|Wei Zhang|Jeff M. Phillips

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

doi dblp

Toward a Foundation Model for Time Series Data.

Chin-Chia Michael Yeh|Xin Dai|Huiyuan Chen|Yan Zheng|Yujie Fan|Audrey Der|Vivian Lai|Zhongfang Zhuang|Junpeng Wang|Liang Wang|Wei Zhang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

doi dblp

FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.

Dongyu Zhang|Liang Wang|Xin Dai|Shubham Jain|Junpeng Wang|Yujie Fan|Chin-Chia Michael Yeh|Yan Zheng|Zhongfang Zhuang|Wei Zhang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

doi dblp

Sharpness-Aware Graph Collaborative Filtering.

Huiyuan Chen|Chin-Chia Michael Yeh|Yujie Fan|Yan Zheng|Junpeng Wang|Vivian Lai|Mahashweta Das|Hao Yang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp

Graph Neural Transport Networks with Non-local Attentions for Recommender Systems.

Huiyuan Chen|Chin-Chia Michael Yeh|Fei Wang|Hao Yang

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp

Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.

Chin-Chia Michael Yeh|Zhongfang Zhuang|Junpeng Wang|Yan Zheng|Javid Ebrahimi|Ryan Mercer|Liang Wang|Wei Zhang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp

Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems.

Huiyuan Chen|Lan Wang|Yusan Lin|Chin-Chia Michael Yeh|Fei Wang|Hao Yang

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2016

dblp

SiMPle: Assessing Music Similarity Using Subsequences Joins.

Diego Furtado Silva|Chin-Chia Michael Yeh|Gustavo E. A. P. A. Batista|Eamonn J. Keogh

Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2012

doi dblp

Supervised dictionary learning for music genre classification.

Chin-Chia Michael Yeh|Yi-Hsuan Yang

International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012