Chin-Chia Michael Yeh

Research Scientist, VISA

Joined

October 2017

Names

Chin-Chia Michael Yeh (Preferred)

Emails

****@ucr.edu (Confirmed)

****@visa.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

VISA (visa.com)

Present

Advisors, Relations & Conflicts

PhD Advisor

Eamonn Keogh

Present

Expertise

No areas of expertise listed

Publications

TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification
Chin-Chia Michael Yeh, Uday Singh Saini, Junpeng Wang, Xin Dai, Xiran Fan, Jiarui Sun, Yujie Fan, Yan Zheng
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
TabKDE: Simple and Scalable Tabular Data Generation with Kernel Density Estimates
Meysam Alishahi, Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Jeff M. Phillips
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Feedback to Reasoning: LLM-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning
Wenhan Gao, Xiran Fan, Chin-Chia Michael Yeh, Jiarui Sun, Yuzhong Chen, Menghai Pan, Mahashweta Das, Yi Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh, Yuzhong Chen, Yingtong Dou, Menghai Pan, Yan Zheng
- GenAI in Finance Poster
- Readers: Everyone
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary
- CoRR 2025
- Readers: Everyone
Visual Attention Exploration in Vision-Based Mamba Models
Junpeng Wang, Chin-Chia Michael Yeh, Uday Singh Saini, Mahashweta Das
- CoRR 2025
- Readers: Everyone
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, Zhongfang Zhuang, Liang Wang, Yan Zheng
- CoRR 2025
- Readers: Everyone
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou
- CoRR 2025
- Readers: Everyone
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
- IEEE Trans. Vis. Comput. Graph. 2024
- Readers: Everyone
VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang
- ACM Trans. Interact. Intell. Syst. 2024
- Readers: Everyone

View all 134 publications

Co-Authors

View all 105 co-authors