Liang Wang

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 30

Top Topics

Multidimensional Time Series

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies. SDM (2024)
Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Yan Zheng, Liang Wang, Wei Zhang
PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization. PacificVis (2024)
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Uday Singh Saini, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data. KDD (2024)
Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, Han-Wei Shen
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing. CoRR (2024)
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt. CoRR (2023)
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
An Efficient Content-based Time Series Retrieval System. CoRR (2023)
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Ego-Network Transformer for Subsequence Classification in Time Series Data. BigData (2023)
Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
Multitask Learning for Time Series Data with 2D Convolution. ICMLA (2023)
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights. BigData (2023)
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn J. Keogh
Sketching Multidimensional Time Series for Fast Discord Mining. BigData (2023)
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding. CoRR (2023)
Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Liang Wang, Zhongfang Zhuang, Junpeng Wang, Xin Dai, Yan Zheng, Wei Zhang
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting. ECML/PKDD (7) (2023)
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding. PacificVis (2023)
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework. IEEE Trans. Vis. Comput. Graph. 29 (9) (2023)
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Time Series Synthesis Using the Matrix Profile for Anonymization. BigData (2023)
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
Prince Osei Aboagye, Yan Zheng, Jack Shunn, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization. ICLR (2023)
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces. CoRR (2022)
Liang Wang, Junpeng Wang, Yan Zheng, Shubham Jain, Chin-Chia Michael Yeh, Zhongfang Zhuang, Javid Ebrahimi, Wei Zhang
Learning from Disagreement for Event Detection. Big Data (2022)
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series. ICKG (2022)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks. CoRR (2021)
Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang
Investigating the Evolution of Tree Boosting Models with Visual Analytics. PacificVis (2021)
Jingzhu He, Chin-Chia Michael Yeh, Yanhong Wu, Liang Wang, Wei Zhang
Mining Anomalies in Subspaces of High-Dimensional Time Series for Financial Transactional Data. ECML/PKDD (4) (2021)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks. CIKM (2021)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
Merchant Category Identification Using Credit Card Transactions. IEEE BigData (2020)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang
Multi-future Merchant Transaction Prediction. ECML/PKDD (5) (2020)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang
Multi-future Merchant Transaction Prediction. CoRR (2020)
Zhongfang Zhuang, Chin-Chia Michael Yeh, Liang Wang, Wei Zhang, Junpeng Wang
Multi-stream RNN for Merchant Transaction Prediction. CoRR (2020)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
Merchant Category Identification Using Credit Card Transactions. CoRR (2020)
Liang Wang, John Yen
Extracting fuzzy rules for system modeling using a hybrid of genetic algorithms and Kalman filter. Fuzzy Sets Syst. 101 (3) (1999)
John Yen, Liang Wang
Simplifying fuzzy rule-based models using orthogonal transformation methods. IEEE Trans. Syst. Man Cybern. Part B 29 (1) (1999)
John Yen, Liang Wang
Constructing optimal fuzzy models using statistical information criteria. J. Intell. Fuzzy Syst. 7 (2) (1999)
John Yen, Liang Wang, Wayne Gillespie
Improving the interpretability of TSK fuzzy models by combining global learning and local learning. IEEE Trans. Fuzzy Syst. 6 (4) (1998)
John Yen, Liang Wang
Application of statistical information criteria for optimal fuzzy model construction. IEEE Trans. Fuzzy Syst. 6 (3) (1998)
Reza Langari, Liang Wang, John Yen
Radial basis function networks, regression weights, and the expectation-maximization algorithm. IEEE Trans. Syst. Man Cybern. Part A 27 (5) (1997)
Liang Wang, Reza Langari
A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification. Int. J. Syst. Sci. 27 (2) (1996)
John Yen, Reza Langari, Liang Wang
Principal Components, B-splines, and fuzzy System Reduction. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 4 (6) (1996)
Liang Wang, Reza Langari
Complex systems modeling via fuzzy logic. IEEE Trans. Syst. Man Cybern. Part B 26 (1) (1996)
Liang Wang, Reza Langari
Sugeno model, fuzzy discretization, and the EM algorithm. Fuzzy Sets Syst. 82 (3) (1996)
Reza Langari, Liang Wang
Fuzzy models, modular networks, and hybrid learning. Fuzzy Sets Syst. 79 (2) (1996)
Liang Wang, Reza Langari
Building Sugeno-type models using fuzzy discretization and orthogonal parameter estimation techniques. IEEE Trans. Fuzzy Syst. 3 (4) (1995)
Liang Wang, Gaetan Libert
Combining pattern recognition techniques with Akaike's information criteria for identifying ARMA models. IEEE Trans. Signal Process. 42 (6) (1994)