Chin-Yew Lin

Senior Principal Research Manager, Microsoft

Joined

July 2019

Names

Chin-Yew Lin

Emails

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Principal Research Manager

Microsoft (microsoft.com)

2006 – Present

Senior Research Scientist

USC/ISI (isi.edu)

1997 – 2006

PhD student

University of Southern California (usc.edu)

1990 – 1997

Undergrad student

National Chiao Tung University (nctu.edu.tw)

1984 – 1987

Advisors, Relations & Conflicts

Coworker

Ming Zhou

2006 – 2019

Coworker

Eduard Hovy

1997 – 2006

PhD Advisor

Eduard Hovy

1992 – 1997

Expertise

Text Generation

2016 – Present

Natural language processing

1992 – Present

Information Extraction

1992 – Present

Text Mining

1992 – Present

Summarization

1992 – Present

Question Answering

1992 – Present

Publications

Decomposed Meta-Learning for Few-Shot Sequence Labeling
Tingting Ma, Qianhui Wu, Huiqiang Jiang, Jieru Lin, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin
- IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), February 2024
- Readers: Everyone
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Jianfeng Gao
- AFM 2024 Poster
- Readers: Everyone
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu
- Submitted to ICLR 2025
- Readers: Everyone
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Jianfeng Gao
- ICLR 2025 Poster
- Readers: Everyone
MInference: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
Huiqiang Jiang, YUCHENG LI, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu
- LCFM 2024
- Readers: Everyone
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
Huiqiang Jiang, YUCHENG LI, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
- NeurIPS 2024 spotlight
- Readers: Everyone
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
- Submitted to ICLR 2024
- Readers: Everyone
Desigen: A Pipeline for Controllable Design Template Generation
Haohan Weng, Danqing Huang, YU QIAO, Hu Zheng, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu
- EMNLP 2023 Main
- Readers: Everyone

View all 72 publications

Co-Authors

View all 144 co-authors