Haoyu Dong

49 papers A* 12A 4B 1Misc 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search.
AAAI
Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang
2026 A* conf
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
AAAI
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning.
CoRR
Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models.
CoRR
Lang Cao, Jingxian Xu, Hanbing Liu, Jinyu Wang, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025 J jnl
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search.
CoRR
Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang
2025 J jnl
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark.
CoRR
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish
2025 A* conf
Reasoning and Retrieval for Complex Semi-structured Tables via Reinforced Relational Data Transformation.
SIGIR
Haoyu Dong, Yue Hu, Yanan Cao
2025 — conf
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation.
ACL (1)
Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao
2025 J jnl
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
CoRR
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning.
CoRR
Yihao Liu, Shuocheng Li, Lang Cao, Yuhang Xie, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 A* conf
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning.
EMNLP
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2025 — conf
TableCoder: Table Extraction from Text via Reliable Code Generation.
ACL (6)
Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao
2025 — conf
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models.
ACL (1)
Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang
2025 J jnl
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models.
CoRR
Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang
2025 — conf
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.
ACL (6)
Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025 J jnl
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.
CoRR
Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2024 A* conf
Encoding Spreadsheets for Large Language Models.
EMNLP
Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024 — conf
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering.
LREC/COLING
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
2024 J jnl
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering.
CoRR
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
2024 A* conf
Large Language Models for Tabular Data: Progresses and Future Directions.
SIGIR
Haoyu Dong, Zhiruo Wang
2024 — conf
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.
EACL (Findings)
Wei Zhao, Zhitao Hou, Siyuan Wu, Yang Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
2024 J jnl
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.
CoRR
Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
2024 Misc conf
OpenTE: Open-Structure Table Extraction From Text.
ICASSP
Haoyu Dong, Mengkang Hu, Qinyu Xu, Haochen Wang, Yue Hu
2024 J jnl
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models.
CoRR
Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024 A conf
TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment.
WSDM
Haoyu Dong, Haochen Wang, Anda Zhou, Yue Hu
2024 J jnl
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning.
CoRR
Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2024 J jnl
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities.
CoRR
Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang
2023 — conf
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion.
ACL (1)
Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
2023 B conf
Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style.
SMC
Jinta Weng, Haoyu Dong, Yifan Deng, Yue Hu, Hao Wu, Heyan Huang
2023 A* conf
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network.
AAAI
Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang
2022 — conf
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.
ACL (1)
Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang
2022 — conf
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.
ACL (1)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2022 A* conf
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.
EMNLP
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
2022 J jnl
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.
CoRR
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
2022 J jnl
Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems.
CoRR
Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang
2022 A* conf
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.
EMNLP
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang
2022 J jnl
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.
CoRR
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang
2022 A* conf
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.
IJCAI
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
2022 J jnl
Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks.
CoRR
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
2021 J jnl
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining.
CoRR
Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
2021 J jnl
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.
CoRR
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2021 A conf
Semantic table structure identification in spreadsheets.
ISSTA
Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye
2021 A* conf
TUTA: Tree-based Transformers for Generally Structured Table Pre-training.
KDD
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
2021 J jnl
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.
CoRR
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
2020 A conf
Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.
CIKM
Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
2020 A conf
Neural Formatting for Spreadsheet Tables.
CIKM
Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
2020 J jnl
Structure-aware Pre-training for Table Understanding with Tree-based Transformers.
CoRR
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
2019 A* conf
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.
AAAI
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
2019 — conf
Visualization Assessment: A Machine Learning Approach.
IEEE VIS (Short Papers)
Xin Fu, Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang