| Gpt4graph: Can large language models understand graph structured data? an empirical evaluation and benchmarking J Guo, L Du, H Liu, M Zhou, X He, S Han arXiv preprint arXiv:2305.15066, 2023 | 82 | 2023 |
| MultiVision: Designing analytical dashboards with deep learning based recommendation A Wu, Y Wang, M Zhou, X He, H Zhang, H Qu, D Zhang IEEE Transactions on Visualization and Computer Graphics 28 (1), 162-172, 2021 | 51 | 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 IJCAI'22, 2022 | 48 | 2022 |
| Table2Charts: recommending charts by learning shared table representations M Zhou, Q Li, X He, Y Li, Y Liu, W Ji, S Han, Y Chen, D Jiang, D Zhang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 31 | 2021 |
| Tap4llm: Table provider on sampling, augmenting, and packing semi-structured data for large language model reasoning Y Sui, J Zou, M Zhou, X He, L Du, S Han, D Zhang arXiv preprint arXiv:2312.09039, 2023 | 6 | 2023 |
| Towards robust numerical question answering: Diagnosing numerical capabilities of NLP systems J Xu, M Zhou, X He, S Han, D Zhang arXiv preprint arXiv:2211.07455, 2022 | 4 | 2022 |
| Text2analysis: A benchmark of table question answering with advanced data analysis and unclear queries X He, M Zhou, X Xu, X Ma, R Ding, L Du, Y Gao, R Jia, X Chen, S Han, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 18206 …, 2024 | 3 | 2024 |
| AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks X He, M Zhou, M Zhou, J Xu, X Lv, T Li, Y Shao, S Han, Z Yuan, D Zhang arXiv preprint arXiv:2209.00946, 2022 | 3 | 2022 |
| CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing X He, J Zou, Y Lin, M Zhou, S Han, Z Yuan, D Zhang arXiv preprint arXiv:2403.13583, 2024 | 2 | 2024 |
| ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization L Li, T Li, X He, M Zhou, S Han, D Zhang arXiv preprint arXiv:2208.01043, 2022 | | 2022 |
