Haoyu Dong

According to our database, Haoyu Dong authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.

Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang

CoRR, 2024

TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment.

Haoyu Dong, Haochen Wang, Anda Zhou, Yue Hu

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion.

Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network.

Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems.

Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang

CoRR, 2022

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

CoRR, 2022

Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks.

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

CoRR, 2022

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.

Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining.

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

CoRR, 2021

TUTA: Tree-based Transformers for Generally Structured Table Pre-training.

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Semantic table structure identification in spreadsheets.

Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

2020

Structure-aware Pre-training for Table Understanding with Tree-based Transformers.

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

CoRR, 2020

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Neural Formatting for Spreadsheet Tables.

Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Visualization Assessment: A Machine Learning Approach.

Xin Fu, Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang

Proceedings of the 30th IEEE Visualization Conference, 2019

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.

Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019