Yeye He

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 40

Top Topics

Weakly Supervised

Agglomerative Hierarchical

Data Transformation

Similarity Join

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Proc. ACM Manag. Data

Publications

Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR (2024)
Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri
Auto-Tables: Relationalize Tables without Using Examples. SIGMOD Rec. 53 (1) (2024)
Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks. Proc. ACM Manag. Data 2 (3) (2024)
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. Proc. ACM Manag. Data 2 (3) (2024)
Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. CoRR (2024)
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. CoRR (2024)
Yiming Lin, Yeye He, Surajit Chaudhuri
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph. Proc. VLDB Endow. 16 (10) (2023)
Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He
Ground Truth Inference for Weakly Supervised Entity Matching. Proc. ACM Manag. Data 1 (1) (2023)
Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples. CoRR (2023)
Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri
Table-GPT: Table-tuned GPT for Diverse Table Tasks. CoRR (2023)
Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples. Proc. VLDB Endow. 16 (11) (2023)
Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines. CoRR (2023)
Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines. KDD (2023)
Yiming Lin, Yeye He, Surajit Chaudhuri
Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph. CoRR (2023)
Cong Yan, Yin Lin, Yeye He
Predicate Pushdown for Data Science Pipelines. Proc. ACM Manag. Data 1 (2) (2023)
Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He
Ground Truth Inference for Weakly Supervised Entity Matching. CoRR (2022)
Yue Wang, Vivek R. Narasayya, Yeye He, Surajit Chaudhuri
PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication. Proc. VLDB Endow. 15 (6) (2022)
Jie Song, Yeye He
Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes. CoRR (2021)
Renzhi Wu, Prem Sakala, Peng Li, Xu Chu, Yeye He
Demonstration of Panda: A Weakly Supervised Entity Matching System. Proc. VLDB Endow. 14 (12) (2021)
Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples. CoRR (2021)
Junwen Yang, Yeye He, Surajit Chaudhuri
AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search. CoRR (2021)
Junwen Yang, Yeye He, Surajit Chaudhuri
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search. Proc. VLDB Endow. 14 (11) (2021)
Jie Song, Yeye He
Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes. SIGMOD Conference (2021)
Yeye He, Jie Song, Yue Wang, Surajit Chaudhuri, Vishal Anil, Blake Lassiter, Yaron Goland, Gaurav Malhotra
Auto-Tag: Tagging-Data-By-Example in Data Lakes. CoRR (2021)
Peng Li, Xiang Cheng, Xu Chu, Yeye He, Surajit Chaudhuri
Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples. SIGMOD Conference (2021)
Renzhi Wu, Prem Sakala, Peng Li, Xu Chu, Yeye He
Demonstration of Panda: A Weakly Supervised Entity Matching System. CoRR (2021)
Yeye He, Zhongjun Jin, Surajit Chaudhuri
Auto-Transform: Learning-to-Transform by Patterns. Proc. VLDB Endow. 13 (11) (2020)
Cong Yan, Yeye He
Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks. SIGMOD Conference (2020)
Chen Zhao, Yeye He
Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning. WWW (2019)
Pei Wang, Yeye He
Uni-Detect: A Unified Approach to Automated Error Detection in Tables. SIGMOD Conference (2019)
Cong Yan, Yeye He
Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code. SIGMOD Conference (2018)
Yeye He, Xu Chu, Kris Ganjam, Yudian Zheng, Vivek R. Narasayya, Surajit Chaudhuri
Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations. Proc. VLDB Endow. 11 (10) (2018)
Zhipeng Huang, Yeye He
Auto-Detect: Data-Driven Error Detection in Tables. SIGMOD Conference (2018)
Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek R. Narasayya, Surajit Chaudhuri, Xu Chu, Yudian Zheng
Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel. SIGMOD Conference (2018)
Yue Wang, Yeye He
Synthesizing Mapping Relationships Using Table Corpus. CoRR (2017)
Erkang Zhu, Yeye He, Surajit Chaudhuri
Auto-Join: Joining Tables by Leveraging Transformations. Proc. VLDB Endow. 10 (10) (2017)
Yue Wang, Yeye He
Synthesizing Mapping Relationships Using Table Corpus. SIGMOD Conference (2017)
Keqian Li, Yeye He, Kris Ganjam
Discovering Enterprise Concepts Using Spreadsheet Tables. KDD (2017)
Yeye He, Kaushik Chakrabarti, Tao Cheng, Tomasz Tylenda
Automatic Discovery of Attribute Synonyms Using Query Logs and Table Corpora. WWW (2016)
Kaushik Chakrabarti, Surajit Chaudhuri, Zhimin Chen, Kris Ganjam, Yeye He
Data services leveraging Bing's data assets. IEEE Data Eng. Bull. 39 (3) (2016)
Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam
TEGRA: Table Extraction by Global Record Alignment. SIGMOD Conference (2015)
Chi Wang, Kaushik Chakrabarti, Yeye He, Kris Ganjam, Zhimin Chen, Philip A. Bernstein
Concept Expansion Using Web Tables. WWW (2015)
Yeye He, Kris Ganjam, Xu Chu
SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora. Proc. VLDB Endow. 8 (12) (2015)
Eli Cortez, Philip A. Bernstein, Yeye He, Lev Novik
Annotating Database Schemas to Help Enterprise Search. Proc. VLDB Endow. 8 (12) (2015)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
On Load Shedding in Complex Event Processing. ICDT (2014)
Akash Das Sarma, Yeye He, Surajit Chaudhuri
ClusterJoin: A Similarity Joins Framework using Map-Reduce. Proc. VLDB Endow. 7 (12) (2014)
Di Wang, Yeye He, Elke A. Rundensteiner, Jeffrey F. Naughton
Utility-maximizing event stream suppression. SIGMOD Conference (2013)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
On Load Shedding in Complex Event Processing. CoRR (2013)
Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman, Nirav Shah
Crawling deep web entity pages. WSDM (2013)
Bilyana Taneva, Tao Cheng, Kaushik Chakrabarti, Yeye He
Mining acronym expansions and their meanings using query click log. WWW (2013)
Yeye He, Siddharth Barman, Di Wang, Jeffrey F. Naughton
On the complexity of privacy-preserving complex event processing. PODS (2011)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
Preventing equivalence attacks in updated, anonymized data. ICDE (2011)
Yeye He, Dong Xin
SEISA: set expansion by iterative similarity aggregation. WWW (2011)
Dong Xin, Yeye He, Venkatesh Ganti
Keyword++: A Framework to Improve Keyword Search Over Entity Databases. Proc. VLDB Endow. 3 (1) (2010)
Yeye He, Jeffrey F. Naughton
Anonymization of Set-Valued Data via Top-Down, Local Generalization. Proc. VLDB Endow. 2 (1) (2009)