Junpeng Wang

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

2023

doi dblp
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting.
Leslie F. Sikos|Yujie Fan|David M. W. Powers|Chin-Chia Michael Yeh|Liang Wang|Sang-Wook Kim|Huiyuan Chen|Junpeng Wang|Sunju Park|Yan Zheng|Liang Wang|Sang-Wook Kim|Sunju Park|Junpeng Wang|Xin Dai|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
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

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

2020

dblp
LatentVis: Investigating and Comparing Variational Auto-Encoders via Their Latent Space.
Xiao Liu|Junpeng Wang
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020.