Liang Wang

80 papers A* 5A 7B 9C 1Misc 1Journal 49Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.
KDD (1)
Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das
2026 J jnl
Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment.
CoRR
Liang Wang, Junpeng Wang, Chin-Chia Michael Yeh, Yan Zheng, Jiarui Sun, Xiran Fan, Xin Dai, Yujie Fan, Yiwei Cai
2025 J jnl
A Compact Model for Large-Scale Time Series Forecasting.
CoRR
Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng
2025 J jnl
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.
CoRR
Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das
2025 J jnl
TransactionGPT.
CoRR
Yingtong Dou, Zhimeng Jiang, Tianyi Zhang, Mingzhi Hu, Zhichao Xu, Shubham Jain, Uday Singh Saini, Xiran Fan, Jiarui Sun, Menghai Pan, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yujie Fan, Vineeth Rakesh, Huiyuan Chen, Mangesh Bendre, Zhongfang Zhuang, Xiaoting Li, Prince Osei Aboagye, Vivian Lai, Minghua Xu, Hao Yang, Yiwei Cai, Mahashweta Das, Yuzhong Chen
2025 B conf
UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal Forecasting.
IEEE Big Data
Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng
2024 A conf
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.
CIKM
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
2024 J jnl
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.
CoRR
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
2024 J jnl
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing.
CoRR
Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, Han-Wei Shen
2024 J jnl
Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach.
CoRR
Prince Osei Aboagye, Yan Zheng, Junpeng Wang, Uday Singh Saini, Xin Dai, Chin-Chia Michael Yeh, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Liang Wang, Wei Zhang
2024 — conf
Matrix Profile XXXI: Motif Discovery Made Faster.
ICKG
Maryam Shahcheraghi, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Mahashweta Das, Eamonn J. Keogh
2024 A* conf
Matrix Profile for Anomaly Detection on Multidimensional Time Series.
ICDM
Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini, Vivian Lai, Yan Zheng, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Yujie Fan, Huiyuan Chen, Prince Osei Aboagye, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
Matrix Profile for Anomaly Detection on Multidimensional Time Series.
CoRR
Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini, Vivian Lai, Yan Zheng, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Yujie Fan, Huiyuan Chen, Prince Osei Aboagye, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 A conf
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies.
SDM
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction.
CoRR
Liang Wang, Shubham Jain, Yingtong Dou, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Prince Osei Aboagye, Yan Zheng, Xin Dai, Zhongfang Zhuang, Uday Singh Saini, Wei Zhang
2024 B conf
PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization.
PacificVis
Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Yan Zheng, Liang Wang, Wei Zhang
2024 A* conf
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data.
KDD
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
2024 J jnl
Random Projection Layers for Multidimensional Time Series Forecasting.
CoRR
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang
2024 J jnl
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning.
IEEE Trans. Vis. Comput. Graph.
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
2023 A conf
An Efficient Content-based Time Series Retrieval System.
CIKM
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
2023 J jnl
An Efficient Content-based Time Series Retrieval System.
CoRR
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
2023 J jnl
Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing.
Inf. Vis.
Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, Han-Wei Shen
2023 B conf
Ego-Network Transformer for Subsequence Classification in Time Series Data.
IEEE Big Data
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
2023 J jnl
Ego-Network Transformer for Subsequence Classification in Time Series Data.
CoRR
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
2023 B conf
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding.
PacificVis
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
2023 J jnl
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding.
CoRR
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
2023 A conf
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.
CIKM
Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang
2023 J jnl
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.
CoRR
Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang
2023 J jnl
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt.
CoRR
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
2023 J jnl
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt.
IEEE Trans. Vis. Comput. Graph.
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
2023 A* conf
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization.
ICLR
Prince Osei Aboagye, Yan Zheng, Jack Shunn, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2023 J jnl
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang
2023 C conf
Multitask Learning for Time Series Data with 2D Convolution.
ICMLA
Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
Multitask Learning for Time Series Data with 2D Convolution.
CoRR
Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs.
CoRR
Xin Dai, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Chin-Chia Michael Yeh, Junpeng Wang, Liang Wang, Yan Zheng, Wei Zhang
2023 B conf
Sketching Multidimensional Time Series for Fast Discord Mining.
IEEE Big Data
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn J. Keogh
2023 J jnl
Sketching Multidimensional Time Series for Fast Discord Mining.
CoRR
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn J. Keogh
2023 A conf
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting.
CIKM
Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Yan Zheng, Liang Wang, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Wei Zhang
2023 — conf
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting.
ECML/PKDD (7)
Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Liang Wang, Zhongfang Zhuang, Junpeng Wang, Xin Dai, Yan Zheng, Wei Zhang
2023 B conf
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
IEEE Big Data
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
CoRR
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 B conf
Time Series Synthesis Using the Matrix Profile for Anonymization.
IEEE Big Data
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 J jnl
Time Series Synthesis Using the Matrix Profile for Anonymization.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 A conf
Toward a Foundation Model for Time Series Data.
CIKM
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2023 J jnl
Toward a Foundation Model for Time Series Data.
CoRR
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2023 J jnl
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning.
CoRR
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
2022 A* conf
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph.
KDD
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2022 J jnl
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph.
CoRR
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2022 B conf
Learning from Disagreement for Event Detection.
IEEE Big Data
Liang Wang, Junpeng Wang, Yan Zheng, Shubham Jain, Chin-Chia Michael Yeh, Zhongfang Zhuang, Javid Ebrahimi, Wei Zhang
2022 J jnl
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework.
CoRR
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang
2022 — conf
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.
ICKG
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2022 J jnl
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2022 A* conf
Normalization of Language Embeddings for Cross-Lingual Alignment.
ICLR
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang, Jeff M. Phillips
2022 Misc conf
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces.
AMTA
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2022 J jnl
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces.
CoRR
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2022 J jnl
Visual Analytics for RNN-Based Deep Reinforcement Learning.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Wei Zhang, Hao Yang, Chin-Chia Michael Yeh, Liang Wang
2021 B conf
Investigating the Evolution of Tree Boosting Models with Visual Analytics.
PacificVis
Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang
2021 — conf
Mining Anomalies in Subspaces of High-Dimensional Time Series for Financial Transactional Data.
ECML/PKDD (4)
Jingzhu He, Chin-Chia Michael Yeh, Yanhong Wu, Liang Wang, Wei Zhang
2021 A conf
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CIKM
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2021 J jnl
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2020 — conf
Merchant Category Identification Using Credit Card Transactions.
IEEE BigData
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
2020 J jnl
Merchant Category Identification Using Credit Card Transactions.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
2020 — conf
Multi-future Merchant Transaction Prediction.
ECML/PKDD (5)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang
2020 J jnl
Multi-future Merchant Transaction Prediction.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang
2020 J jnl
Multi-stream RNN for Merchant Transaction Prediction.
CoRR
Zhongfang Zhuang, Chin-Chia Michael Yeh, Liang Wang, Wei Zhang, Junpeng Wang
2019 — conf
Invulnerability Analysis of Power Distribution Network Based on Topology Structure.
ICSAI
Liang Wang, Ke Lin, Wei Zhang, Liangzhong Fan
1999 J jnl
Constructing optimal fuzzy models using statistical information criteria.
J. Intell. Fuzzy Syst.
John Yen, Liang Wang
1999 J jnl
Extracting fuzzy rules for system modeling using a hybrid of genetic algorithms and Kalman filter.
Fuzzy Sets Syst.
Liang Wang, John Yen
1999 J jnl
Simplifying fuzzy rule-based models using orthogonal transformation methods.
IEEE Trans. Syst. Man Cybern. Part B
John Yen, Liang Wang
1998 J jnl
Application of statistical information criteria for optimal fuzzy model construction.
IEEE Trans. Fuzzy Syst.
John Yen, Liang Wang
1998 J jnl
Improving the interpretability of TSK fuzzy models by combining global learning and local learning.
IEEE Trans. Fuzzy Syst.
John Yen, Liang Wang, Wayne Gillespie
1997 J jnl
Radial basis function networks, regression weights, and the expectation-maximization algorithm.
IEEE Trans. Syst. Man Cybern. Part A
Reza Langari, Liang Wang, John Yen
1996 J jnl
A variable forgetting factor RLS algorithm with application to fuzzy time-varying systems identification.
Int. J. Syst. Sci.
Liang Wang, Reza Langari
1996 J jnl
Complex systems modeling via fuzzy logic.
IEEE Trans. Syst. Man Cybern. Part B
Liang Wang, Reza Langari
1996 J jnl
Fuzzy models, modular networks, and hybrid learning.
Fuzzy Sets Syst.
Reza Langari, Liang Wang
1996 J jnl
Principal Components, B-splines, and fuzzy System Reduction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
John Yen, Reza Langari, Liang Wang
1996 J jnl
Sugeno model, fuzzy discretization, and the EM algorithm.
Fuzzy Sets Syst.
Liang Wang, Reza Langari
1995 J jnl
Building Sugeno-type models using fuzzy discretization and orthogonal parameter estimation techniques.
IEEE Trans. Fuzzy Syst.
Liang Wang, Reza Langari
1994 J jnl
Combining pattern recognition techniques with Akaike's information criteria for identifying ARMA models.
IEEE Trans. Signal Process.
Liang Wang, Gaetan Libert