Haoyu Dong
Haoyu Dong
Microsoft Research
Потвърден имейл адрес: microsoft.com - Начална страница
TUTA: Tree-based Transformers for Generally Structured Table Pre-training
Z Wang, H Dong, R Jia, J Li, Z Fu, S Han, D Zhang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Tablesense: Spreadsheet table detection with convolutional neural networks
H Dong, S Liu, S Han, Z Fu, D Zhang
Proceedings of the AAAI conference on artificial intelligence 33 (01), 69-76, 2019
Hitab: A hierarchical table dataset for question answering and natural language generation
Z Cheng, H Dong, Z Wang, R Jia, J Guo, Y Gao, S Han, JG Lou, D Zhang
arXiv preprint arXiv:2108.06712 (ACL 2022 main track), 2021
Table Pretraining: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks
H Dong, Z Cheng, X He, M Zhou, A Zhou, F Zhou, A Liu, S Han, D Zhang
arXiv preprint arXiv:2201.09745 IJCAI'2022 survey track, 2022
Visualization assessment: A machine learning approach
X Fu, Y Wang, H Dong, W Cui, H Zhang
2019 IEEE Visualization Conference (VIS), 126-130, 2019
Semantic structure extraction for spreadsheet tables with a multi-task learning architecture
H Dong, S Liu, Z Fu, S Han, D Zhang
Workshop on Document Intelligence at NeurIPS 2019, 2019
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
Z Cheng, H Dong, F Cheng, R Jia, P Wu, S Han, D Zhang
arXiv preprint arXiv:2109.07323 (ACL 2022 main track), 2021
PLOG: Table-to-logic pretraining for logical table-to-text generation
A Liu, H Dong, N Okazaki, S Han, D Zhang
arXiv preprint arXiv:2205.12697; EMNLP main track, 2022
Tacube: Pre-computing data cubes for answering numerical-reasoning questions over tabular data
F Zhou, M Hu, H Dong, Z Cheng, S Han, D Zhang
arXiv preprint arXiv:2205.12682; EMNLP main track oral, 2022
Semantic table structure identification in spreadsheets
Y Zhang, X Lv, H Dong, W Dou, S Han, D Zhang, J Wei, D Ye
Proceedings of the 30th ACM SIGSOFT International Symposium on Software …, 2021
Unsupervised dictionary learning with fisher discriminant for clustering
M Xu, H Dong, C Chen, L Li
Neurocomputing 194, 65-73, 2016
Auto-formatting of a data table
H Dong, FU Zhouyu, S Han, D Zhang
US Patent App. 17/291,818, 2022
Table detection in spreadsheet
D Haoyu, H Shi, F Zhouyu, Z Dongmei
US Patent App. 17/057,097, 2021
Neural Formatting for Spreadsheet Tables
H Dong, J Wang, Z Fu, S Han, D Zhang
CIKM'2020 (among five best paper nominees in full research track), 305-314, 2020
Reflection of thought: Inversely eliciting numerical reasoning in language models via solving linear systems
F Zhou, H Dong, Q Liu, Z Cheng, S Han, D Zhang
arXiv preprint arXiv:2210.05075, 2022
Learning formatting style transfer and structure extraction for spreadsheet tables with a hybrid neural network architecture
H Dong, J Yang, S Han, D Zhang
Proceedings of the 29th ACM International Conference on Information …, 2020
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries
W Zhao, Z Hou, S Wu, Y Gao, H Dong, Y Wan, H Zhang, Y Sui, H Zhang
arXiv preprint arXiv:2402.14853; EACL, 2024
Learning Dynamic GMM for Attention Distribution on Single-face Videos
Y Ren, Z Wang, M Xu, H Dong, S Li
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
W He, H Dong, Y Gao, Z Fan, X Guo, Z Hou, X Lv, R Jia, S Han, D Zhang
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
S Xia, J Xiong, H Dong, J Zhao, Y Tian, M Zhou, Y He, S Han, D Zhang
arXiv preprint arXiv:2405.16234, 2024
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