Combining pattern recognition techniques with Akaike's information criteria for identifying ARMA models. - Liang Wang 047; Gaetan Libert (IEEE Trans. Signal Process., 1994)

Building Sugeno-type models using fuzzy discretization and orthogonal parameter estimation techniques. - Liang Wang 047; Reza Langari (IEEE Trans. Fuzzy Syst., 1995)

Fuzzy models, modular networks, and hybrid learning. - Reza Langari; Liang Wang 047 (Fuzzy Sets Syst., 1996)

Sugeno model, fuzzy discretization, and the EM algorithm. - Liang Wang 047; Reza Langari (Fuzzy Sets Syst., 1996)

A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification. - Liang Wang 047; Reza Langari (Int. J. Syst. Sci., 1996)

Principal Components, B-splines, and fuzzy System Reduction. - John Yen; Reza Langari; Liang Wang 047 (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1996)

Complex systems modeling via fuzzy logic. - Liang Wang 047; Reza Langari (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Radial basis function networks, regression weights, and the expectation-maximization algorithm. - Reza Langari; Liang Wang 047; John Yen (IEEE Trans. Syst. Man Cybern. Part A, 1997)

Application of statistical information criteria for optimal fuzzy model construction. - John Yen; Liang Wang 047 (IEEE Trans. Fuzzy Syst., 1998)

Improving the interpretability of TSK fuzzy models by combining global learning and local learning. - John Yen; Liang Wang 047; Wayne Gillespie (IEEE Trans. Fuzzy Syst., 1998)

Extracting fuzzy rules for system modeling using a hybrid of genetic algorithms and Kalman filter. - Liang Wang 047; John Yen (Fuzzy Sets Syst., 1999)

Constructing optimal fuzzy models using statistical information criteria. - John Yen; Liang Wang 047 (J. Intell. Fuzzy Syst., 1999)

Simplifying fuzzy rule-based models using orthogonal transformation methods. - John Yen; Liang Wang 047 (IEEE Trans. Syst. Man Cybern. Part B, 1999)

Invulnerability Analysis of Power Distribution Network Based on Topology Structure. - Liang Wang 047; Ke Lin; Wei Zhang 189; Liangzhong Fan (ICSAI, 2019)

Merchant Category Identification Using Credit Card Transactions. - Chin-Chia Michael Yeh; Zhongfang Zhuang; Yan Zheng 001; Liang Wang 047; Junpeng Wang 001; Wei Zhang 189 (IEEE BigData, 2020)

Multi-future Merchant Transaction Prediction. - Chin-Chia Michael Yeh; Zhongfang Zhuang; Wei Zhang 189; Liang Wang 047 (ECML/PKDD (5), 2020)

Multi-stream RNN for Merchant Transaction Prediction. - Zhongfang Zhuang; Chin-Chia Michael Yeh; Liang Wang 047; Wei Zhang 189; Junpeng Wang 001 (CoRR, 2020)

Investigating the Evolution of Tree Boosting Models with Visual Analytics. - Junpeng Wang 001; Wei Zhang 189; Liang Wang 047; Hao Yang 007 (PacificVis, 2021)

Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks. - Chin-Chia Michael Yeh; Zhongfang Zhuang; Junpeng Wang 001; Yan Zheng 001; Javid Ebrahimi; Ryan Mercer; Liang Wang 047; Wei Zhang 189 (CIKM, 2021)

Mining Anomalies in Subspaces of High-Dimensional Time Series for Financial Transactional Data. - Jingzhu He; Chin-Chia Michael Yeh; Yanhong Wu; Liang Wang 047; Wei Zhang 189 (ECML/PKDD (4), 2021)

Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces. - Prince Osei Aboagye; Yan Zheng 001; Chin-Chia Michael Yeh; Junpeng Wang 001; Zhongfang Zhuang; Huiyuan Chen; Liang Wang 047; Wei Zhang 189; Jeff M. Phillips (AMTA, 2022)

Learning from Disagreement for Event Detection. - Liang Wang 047; Junpeng Wang 001; Yan Zheng 001; Shubham Jain; Chin-Chia Michael Yeh; Zhongfang Zhuang; Javid Ebrahimi; Wei Zhang 189 (IEEE Big Data, 2022)

Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series. - Audrey Der; Chin-Chia Michael Yeh; Renjie Wu 001; Junpeng Wang 001; Yan Zheng 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (ICKG, 2022)

Normalization of Language Embeddings for Cross-Lingual Alignment. - Prince Osei Aboagye; Yan Zheng 001; Chin-Chia Michael Yeh; Junpeng Wang 001; Wei Zhang 189; Liang Wang 047; Hao Yang 007; Jeff M. Phillips (ICLR, 2022)

Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph. - Chin-Chia Michael Yeh; Mengting Gu; Yan Zheng 001; Huiyuan Chen; Javid Ebrahimi; Zhongfang Zhuang; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189 (KDD, 2022)

Visual Analytics for RNN-Based Deep Reinforcement Learning. - Junpeng Wang 001; Wei Zhang 189; Hao Yang 007; Chin-Chia Michael Yeh; Liang Wang 047 (IEEE Trans. Vis. Comput. Graph., 2022)

Time Series Synthesis Using the Matrix Profile for Anonymization. - Audrey Der; Chin-Chia Michael Yeh; Yan Zheng 001; Junpeng Wang 001; Huiyuan Chen; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (IEEE Big Data, 2023)

Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights. - Chin-Chia Michael Yeh; Huiyuan Chen; Xin Dai; Yan Zheng 001; Yujie Fan; Vivian Lai; Junpeng Wang 001; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (IEEE Big Data, 2023)

Ego-Network Transformer for Subsequence Classification in Time Series Data. - Chin-Chia Michael Yeh; Huiyuan Chen; Yujie Fan; Xin Dai; Yan Zheng 001; Vivian Lai; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (IEEE Big Data, 2023)

Sketching Multidimensional Time Series for Fast Discord Mining. - Chin-Chia Michael Yeh; Yan Zheng 001; Menghai Pan; Huiyuan Chen; Zhongfang Zhuang; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189; Jeff M. Phillips; Eamonn J. Keogh (IEEE Big Data, 2023)

Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. - Yujie Fan; Chin-Chia Michael Yeh; Huiyuan Chen; Yan Zheng 001; Liang Wang 047; Junpeng Wang 001; Xin Dai; Zhongfang Zhuang; Wei Zhang 189 (CIKM, 2023)

An Efficient Content-based Time Series Retrieval System. - Chin-Chia Michael Yeh; Huiyuan Chen; Xin Dai; Yan Zheng 001; Junpeng Wang 001; Vivian Lai; Yujie Fan; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Jeff M. Phillips (CIKM, 2023)

Toward a Foundation Model for Time Series Data. - Chin-Chia Michael Yeh; Xin Dai; Huiyuan Chen; Yan Zheng 001; Yujie Fan; Audrey Der; Vivian Lai; Zhongfang Zhuang; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189 (CIKM, 2023)

FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data. - Dongyu Zhang; Liang Wang 047; Xin Dai; Shubham Jain; Junpeng Wang 001; Yujie Fan; Chin-Chia Michael Yeh; Yan Zheng 001; Zhongfang Zhuang; Wei Zhang 189 (CIKM, 2023)

Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization. - Prince Osei Aboagye; Yan Zheng 001; Jack Shunn; Chin-Chia Michael Yeh; Junpeng Wang 001; Zhongfang Zhuang; Huiyuan Chen; Liang Wang 047; Wei Zhang 189; Jeff M. Phillips (ICLR, 2023)

Multitask Learning for Time Series Data with 2D Convolution. - Chin-Chia Michael Yeh; Xin Dai; Yan Zheng 001; Junpeng Wang 001; Huiyuan Chen; Yujie Fan; Audrey Der; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (ICMLA, 2023)

EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding. - Yan Zheng 001; Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Huiyuan Chen; Liang Wang 047; Wei Zhang 189 (PacificVis, 2023)

Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting. - Yujie Fan; Chin-Chia Michael Yeh; Huiyuan Chen; Liang Wang 047; Zhongfang Zhuang; Junpeng Wang 001; Xin Dai; Yan Zheng 001; Wei Zhang 189 (ECML/PKDD (7), 2023)

PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs. - Xin Dai; Yujie Fan; Zhongfang Zhuang; Shubham Jain; Chin-Chia Michael Yeh; Junpeng Wang 001; Liang Wang 047; Yan Zheng 001; Wei Zhang 189 (CoRR, 2023)

Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing. - Haoyu Li; Junpeng Wang 001; Yan Zheng 001; Liang Wang 047; Wei Zhang 189; Han-Wei Shen (Inf. Vis., 2023)

Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework. - Junpeng Wang 001; Liang Wang 047; Yan Zheng 001; Chin-Chia Michael Yeh; Shubham Jain; Wei Zhang 189 (IEEE Trans. Vis. Comput. Graph., 2023)

How Does Attention Work in Vision Transformers? A Visual Analytics Attempt. - Yiran Li 002; Junpeng Wang 001; Xin Dai; Liang Wang 047; Chin-Chia Michael Yeh; Yan Zheng 001; Wei Zhang 189; Kwan-Liu Ma (IEEE Trans. Vis. Comput. Graph., 2023)

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 001; Yujie Fan; Zhongfang Zhuang; Vivian Lai; Junpeng Wang 001; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (CIKM, 2024)

Matrix Profile XXXI: Motif Discovery Made Faster. - Maryam Shahcheraghi; Chin-Chia Michael Yeh; Yan Zheng 001; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Mahashweta Das; Eamonn J. Keogh (ICKG, 2024)

Matrix Profile for Anomaly Detection on Multidimensional Time Series. - Chin-Chia Michael Yeh; Audrey Der; Uday Singh Saini; Vivian Lai; Yan Zheng 001; Junpeng Wang 001; Xin Dai; Zhongfang Zhuang; Yujie Fan; Huiyuan Chen; Prince Osei Aboagye; Liang Wang 047; et al. (ICDM, 2024)

RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data. - Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Uday Singh Saini; Vivian Lai; Prince Osei Aboagye; Junpeng Wang 001; Huiyuan Chen; Yan Zheng 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (KDD, 2024)

PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization. - Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Yan Zheng 001; Liang Wang 047; Wei Zhang 189 (PacificVis, 2024)

PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies. - Audrey Der; Chin-Chia Michael Yeh; Yan Zheng 001; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189; Eamonn J. Keogh (SDM, 2024)

Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach. - Prince Osei Aboagye; Yan Zheng 001; Junpeng Wang 001; Uday Singh Saini; Xin Dai; Chin-Chia Michael Yeh; Yujie Fan; Zhongfang Zhuang; Shubham Jain; Liang Wang 047; Wei Zhang 189 (CoRR, 2024)

Random Projection Layers for Multidimensional Time Series Forecasting. - Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Vivian Lai; Prince Osei Aboagye; Junpeng Wang 001; Huiyuan Chen; Yan Zheng 001; Zhongfang Zhuang; Liang Wang 047; Wei Zhang 189 (CoRR, 2024)

Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction. - Liang Wang 047; Shubham Jain; Yingtong Dou; Junpeng Wang 001; Chin-Chia Michael Yeh; Yujie Fan; Prince Osei Aboagye; Yan Zheng 001; Xin Dai; Zhongfang Zhuang; Uday Singh Saini; Wei Zhang 189 (CoRR, 2024)

Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning. - Yiran Li 002; Junpeng Wang 001; Prince Osei Aboagye; Chin-Chia Michael Yeh; Yan Zheng 001; Liang Wang 047; Wei Zhang 189; Kwan-Liu Ma (IEEE Trans. Vis. Comput. Graph., 2024)

A Compact Model for Large-Scale Time Series Forecasting. - Chin-Chia Michael Yeh; Xiran Fan; Zhimeng Jiang; Yujie Fan; Huiyuan Chen; Uday Singh Saini; Vivian Lai; Xin Dai; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Yan Zheng 001 (CoRR, 2025)