Qingping Yang / 杨清平
I am currently a researcher at Alibaba DAMO Academy (Academy for Discovery, Adventure, Momentum and Outlook). Before that I received my Ph.D. in Computer Science at Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), advised by Prof. Ping Luo.
My research interest includes LLM (especially in Code Generation), Table Understanding, and Structured Information Extraction.
Publications
[KDD 2022] Numerical Tuple Extraction from Tables with Pre-training.
Qingping Yang, Yixuan Cao and Ping Luo.
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. (Research Track Long Paper, Acceptance Rate: 254/1695≈14.98%)
DOI | Paper | Slides
[KDD 2021] Numerical Formula Recognition from Tables.
Qingping Yang, Yixuan Cao, Hongwei Li, Ping Luo.
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. (Research Track Long Paper, Acceptance Rate: 238/1541≈15.44%)
DOI | Paper | Slides | Poster
[ICDM 2021] Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training on Wikipedia.
Qingping Yang, Yingpeng Hu, Rongyu Cao, Hongwei Li, and Ping Luo.
In IEEE International Conference on Data Mining. (Short Paper, Overall Acceptance Rate: 198/990≈20.00%)
DOI | Paper | Slides
[KDD 2020] Cracking Tabular Presentation Diversity for Automatic Cross-Checking over Numerical Facts.
Hongwei Li, Qingping Yang, Yixuan Cao, Jiaquan Yao, and Ping Luo.
Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. (ADS Track Long Paper, Acceptance Rate: 121/756≈16.01%)
DOI | Paper
[DEXA 2020] Semantic Matching over Matrix-Style Tables in Richly Formatted Documents.
Hongwei Li*, Qingping Yang*, Yixuan Cao, Ganbin Zhou, and Ping Luo.
In International Conference on Database and Expert Systems Applications.
DOI | Paper
Education
University of Chinese Academy of Sciences (2020 - Present)
Ph.D in in Computer Science and Technology (Candidate)
Cultivation Unit: Institute of Computing Technology, Chinese Academy of Sciences
University of Chinese Academy of Sciences (2017 - 2020)
M.S. in in Computer Science and Technology
Cultivation Unit: Institute of Computing Technology, Chinese Academy of Sciences
Beijing University of Posts and Telecommunications (2013 - 2017)
B.S. in Software Engineering
Honors and Awards
- 2021 Huawei PhD Scholarship (One of the top scholarships in ICT, CAS) (华为博士奖)
- 2016 Sliver Medal in ACM/ICPC Asian Regional Shengyang Onsite (ACM银奖)
- 2016 Sliver Medal in ACM/ICPC Asian Regional Qingdao Onsite (ACM银奖)
- 2016 Sliver Medal in CCPC China Collegiate Programming Contest (ACM银奖)
- 2016 Peking University Outstanding College Students Summer Camp Programming Examination 2/41
- 2015 Bronze Medal in ACM/ICPC Asian Regional Beijing Onsite (ACM铜奖)
- 2015, 2016 National Endeavor Scholarship （国家励志奖学金）
- 2015 National Second Prize in National Mathematical Contest in Modeling (中国数学建模大赛 国家二等奖)