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Boyan Li

The Dawn of Natural Language to SQL: Are We Fully Ready?
2024 · Boyan Li, Yuyu Luo, et al. · Proceedings of the VLDB Endowment · 82
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A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?
2025 · Xinyu Liu, Shuyu Shen, et al. · IEEE Transactions on Knowledge and Data Engineering · 69
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NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation
2025 · Xinyu Liu, Shuyu Shen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 22
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Are Large Language Models Good Statisticians?
2024 · Yizhang Zhu, Shiyin Du, et al. · neural information processing systems · 6
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DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning
2025 · Zhihao Shuai, Boyan Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 3
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Augmenting Realistic Charts with Virtual Overlays
2025 · Yao Shi, Boyan Li, et al. · CHI Conference on Human Factors in Computing Systems · 3
DeepEye: A Steerable Self-driving Data Agent System
2026 · Boyan Li, Yiran Peng, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 1
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
2026 · Boyan Li, Ou Ocean Kun Hei, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
2025 · Li, Boyan, Zhang, Jiayi, et al. · arXiv (Cornell University) · 1
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A Plug-and-Play Natural Language Rewriter for Natural Language to SQL
2024 · Ma, Peixian, Li, Boyan, et al. · arXiv (Cornell University) · 1
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MIRA: Evidence-Verified Repair Memory for Text-to-SQL Correction
2026 · Liu, Yining, Yang, Chenyu, et al. · arXiv (Cornell University)
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How to Make Tool-Using LLM Agents Efficient? A Survey
2026 · Yunuo Hu, Ziyang Cheng, et al. · Preprints.org
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces
2026 · Li, Boyan, Liang, Zhuowen, et al. · arXiv (Cornell University)
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DataMagic: Transforming Tabular Data into Data Insight Video
2026 · Yupeng Xie, Chen Ma, et al. · Proceedings of the VLDB Endowment
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SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration
2026 · Zhu, Yizhang, Peng, Zhangyang, et al. · arXiv (Cornell University)
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DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
2026 · Association for Computational Linguistics 2026, Li, Boyan, et al. · Underline Science Inc.
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
2026 · Association for Computational Linguistics 2026, Han, CHEN, et al. · Underline Science Inc.
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework
2026 · Boyan Li, Chong Chen, et al. · Proceedings of the ACM on Management of Data
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
2026 · Li, Boyan, Hei, Ou Ocean Kun, et al. · arXiv (Cornell University)
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ROSE: An Intent-Centered Evaluation Metric for NL2SQL
2026 · Pei, Wenqi, Hou, Shizheng, et al. · arXiv (Cornell University)
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ROSE: An Intent-Centered Evaluation Metric for NL2SQL
2026 · Wenqi Pei, Shizheng Hou, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
2025 · Zhu, Yizhang, Jiang, Runzhi, et al. · arXiv (Cornell University)
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nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
2025 · Tianqi Luo, Chuhan Huang, et al. · neural information processing systems
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Works count: 24
Citation count: 190
H-index: 4
I10-index: 3
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