Scholar
Chin-Chia Michael Yeh
Google Scholar ID: F4d7Sv4AAAAJ
Visa Research
Data Mining
Time Series
Machine learning
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Citations & Impact
All-time
Citations
4,779
H-index
25
i10-index
41
Publications
20
Co-authors
93
list available
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Publications
11 items
Matrix Profile for Time-Series Anomaly Detection: A Reproducible Open-Source Benchmark on TSB-AD
2026
Cited
0
Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment
2026
Cited
0
TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification
2025
Cited
0
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding
2025
Cited
0
TransactionGPT
2025
Cited
0
Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement
2025
Cited
0
Empowering Time Series Forecasting with LLM-Agents
2025
Cited
0
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 'RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data' at KDD 2024
Published 'Matrix Profile for Anomaly Detection on Multidimensional Time Series' at ICDM 2024
Published 'Toward a Foundation Model for Time Series Data' at CIKM 2023
Published 'An Efficient Content-based Time Series Retrieval System' at CIKM 2023
Published 'Ego-Network Transformer for Subsequence Classification in Time Series Data' at IEEE International Conference on Big Data 2023
Published 'Time Series Synthesis Using the Matrix Profile for Anonymization' at IEEE International Conference on Big Data 2023
Published 'Sketching Multidimensional Time Series for Fast Discord Mining' at IEEE International Conference on Big Data 2023
Published 'Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph' at KDD 2022
Published 'Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series' at SDM 2022
Published 'Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series' at IEEE International Conference
Co-authors
93 total
Co-author 1
Yan Zheng
Visa Research
Co-author 3
Junpeng Wang
Research Scientist, Visa Research
Yan Zhu
PhD Candidate in Computer Science, University of California, Riverside
Liang Wang
Visa Research
Huiyuan Chen
Amazon
Abdullah Mueen
Professor, Department of Computer Science, University of New Mexico
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