TableSense: Spreadsheet Table Detection with Convolutional Neural Networks. - Haoyu Dong 001; Shijie Liu; Shi Han; Zhouyu Fu; Dongmei Zhang 001 (AAAI, 2019)

Visualization Assessment: A Machine Learning Approach. - Xin Fu; Yun Wang 012; Haoyu Dong 001; Weiwei Cui 001; Haidong Zhang (IEEE VIS (Short Papers), 2019)

Neural Formatting for Spreadsheet Tables. - Haoyu Dong 001; Jinyu Wang; Zhouyu Fu; Shi Han; Dongmei Zhang 001 (CIKM, 2020)

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture. - Haoyu Dong 001; Jiong Yang 002; Shi Han; Dongmei Zhang 001 (CIKM, 2020)

Structure-aware Pre-training for Table Understanding with Tree-based Transformers. - Zhiruo Wang; Haoyu Dong 001; Ran Jia; Jia Li 012; Zhiyi Fu; Shi Han; Dongmei Zhang 001 (CoRR, 2020)

Semantic table structure identification in spreadsheets. - Yakun Zhang; Xiao Lv; Haoyu Dong 001; Wensheng Dou; Shi Han; Dongmei Zhang 001; Jun Wei 001; Dan Ye 004 (ISSTA, 2021)

TUTA: Tree-based Transformers for Generally Structured Table Pre-training. - Zhiruo Wang; Haoyu Dong 001; Ran Jia; Jia Li 012; Zhiyi Fu; Shi Han; Dongmei Zhang 001 (KDD, 2021)

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining. - Zhoujun Cheng; Haoyu Dong 001; Fan Cheng 002; Ran Jia; Pengfei Wu 006; Shi Han; Dongmei Zhang 001 (CoRR, 2021)

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. - Zhoujun Cheng; Haoyu Dong 001; Ran Jia; Pengfei Wu 006; Shi Han; Fan Cheng 002; Dongmei Zhang 001 (ACL (1), 2022)

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. - Zhoujun Cheng; Haoyu Dong 001; Zhiruo Wang; Ran Jia; Jiaqi Guo; Yan Gao 002; Shi Han; Jian-Guang Lou; Dongmei Zhang 001 (ACL (1), 2022)

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. - Ao Liu 008; Haoyu Dong 001; Naoaki Okazaki; Shi Han; Dongmei Zhang 001 (EMNLP, 2022)

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. - Fan Zhou; Mengkang Hu; Haoyu Dong 001; Zhoujun Cheng; Fan Cheng 002; Shi Han; Dongmei Zhang 001 (EMNLP, 2022)

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. - Haoyu Dong 001; Zhoujun Cheng; Xinyi He; Mengyu Zhou; Anda Zhou; Fan Zhou; Ao Liu 008; Shi Han; Dongmei Zhang 001 (IJCAI, 2022)

Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks. - Haoyu Dong 001; Zhoujun Cheng; Xinyi He; Mengyu Zhou; Anda Zhou; Fan Zhou; Ao Liu 008; Shi Han; Dongmei Zhang 001 (CoRR, 2022)

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. - Fan Zhou; Mengkang Hu; Haoyu Dong 001; Zhoujun Cheng; Shi Han; Dongmei Zhang 001 (CoRR, 2022)

Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems. - Fan Zhou; Haoyu Dong 001; Qian Liu; Zhoujun Cheng; Shi Han; Dongmei Zhang 001 (CoRR, 2022)

SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network. - Ran Jia; Qiyu Li; Zihan Xu; Xiaoyuan Jin; Lun Du; Haoyu Dong 001; Xiao Lv; Shi Han; Dongmei Zhang 001 (AAAI, 2023)

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion. - Wanrong He; Haoyu Dong 001; Yihuai Gao; Zhichao Fan; Xingzhuo Guo; Zhitao Hou; Xiao Lv; Ran Jia; Shi Han; Dongmei Zhang 001 (ACL (1), 2023)

Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style. - Jinta Weng; Haoyu Dong 001; Yifan Deng; Yue Hu 002; Hao Wu 066; Heyan Huang (SMC, 2023)

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering. - Mengkang Hu; Haoyu Dong 001; Ping Luo 002; Shi Han; Dongmei Zhang 001 (LREC/COLING, 2024)

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. - Wei Zhao 040; Zhitao Hou; Siyuan Wu 001; Yang Gao 001; Haoyu Dong 001; Yao Wan 001; Hongyu Zhang 002; Yulei Sui; Haidong Zhang (EACL (Findings), 2024)

Encoding Spreadsheets for Large Language Models. - Haoyu Dong 001; Jianbo Zhao; Yuzhang Tian; Junyu Xiong; Mengyu Zhou; Yun Lin; José Cambronero; Yeye He; Shi Han; Dongmei Zhang 001 (EMNLP, 2024)

OpenTE: Open-Structure Table Extraction From Text. - Haoyu Dong 001; Mengkang Hu; Qinyu Xu; Haochen Wang; Yue Hu 002 (ICASSP, 2024)

Large Language Models for Tabular Data: Progresses and Future Directions. - Haoyu Dong 001; Zhiruo Wang (SIGIR, 2024)

TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment. - Haoyu Dong 001; Haochen Wang; Anda Zhou; Yue Hu 002 (WSDM, 2024)

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. - Wei Zhao 040; Zhitao Hou; Siyuan Wu 001; Yan Gao 002; Haoyu Dong 001; Yao Wan 001; Hongyu Zhang 002; Yulei Sui; Haidong Zhang (CoRR, 2024)

Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. - Shiyu Xia; Junyu Xiong; Haoyu Dong 001; Jianbo Zhao; Yuzhang Tian; Mengyu Zhou; Yeye He; Shi Han; Dongmei Zhang 001 (CoRR, 2024)

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. - Yuzhang Tian; Jianbo Zhao; Haoyu Dong 001; Junyu Xiong; Shiyu Xia; Mengyu Zhou; Yun Lin; José Cambronero; Yeye He; Shi Han; Dongmei Zhang 001 (CoRR, 2024)

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning. - Junjie Xing; Yeye He; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001; Surajit Chaudhuri (CoRR, 2024)

RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation. - Haoyu Dong 001; Yue Hu 002; Huailiang Peng; Yanan Cao 001 (ACL (1), 2025)

TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models. - Xinyi He; Yihao Liu; Mengyu Zhou; Yeye He; Haoyu Dong 001; Shi Han; Zejian Yuan; Dongmei Zhang 001 (ACL (1), 2025)

Reasoning and Retrieval for Complex Semi-structured Tables via Reinforced Relational Data Transformation. - Haoyu Dong 001; Yue Hu 002; Yanan Cao 001 (SIGIR, 2025)

TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models. - Deyin Yi; Yihao Liu; Lang Cao; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models. - Lang Cao; Jingxian Xu; Hanbing Liu; Jinyu Wang; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning. - Yihao Liu; Shuocheng Li; Lang Cao; Yuhang Xie; Mengyu Zhou; Haoyu Dong 001; Xiaojun Ma; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark. - Junjie Xing; Yeye He; Mengyu Zhou; Haoyu Dong 001; Shi Han; Lingjiao Chen; Dongmei Zhang 001; Surajit Chaudhuri; H. V. Jagadish (CoRR, 2025)

Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning. - Hanbing Liu; Lang Cao; Yuanyi Ren; Mengyu Zhou; Haoyu Dong 001; Xiaojun Ma; Shi Han; Dongmei Zhang 001 (CoRR, 2025)