Boyan Li

According to our database, Boyan Li authored at least 22 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

ROSE: An Intent-Centered Evaluation Metric for NL2SQL.

Wenqi Pei, Shizheng Hou, Boyan Li, Han Chen, Zhichao Shi, Yuyu Luo

CoRR, April, 2026

DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning.

Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang

IEEE Trans. Vis. Comput. Graph., January, 2026

DeepEye: A Steerable Self-driving Data Agent System.

Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo

Proceedings of the Companion of the International Conference on Management of Data, 2026

ROSE: An Intent-Centered Evaluation Metric for NL2SQL.

Wenqi Pei, Shizheng Hou, Boyan Li, Chen Han, Zhichao Shi, Yuyu Luo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency.

Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo

IEEE Trans. Knowl. Data Eng., October, 2025

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Yizhang Zhu, Liangwei Wang, Chenyu Yang, Xiaotian Lin, Boyan Li, Wei Zhou, Xinyu Liu, Zhangyang Peng, Tianqi Luo, Yu Li, Chengliang Chai, Chong Chen, Shimin Di, Ju Fan, Ji Sun, Nan Tang, Fugee Tsung, Jiannan Wang, Chenglin Wu, Yanwei Xu, Shaolei Zhang, Yong Zhang, Xuanhe Zhou, Guoliang Li, Yuyu Luo

CoRR, October, 2025

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework.

Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo

CoRR, October, 2025

Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference.

Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu

CoRR, April, 2025

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing.

Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo

CoRR, March, 2025

nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity.

Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo

CoRR, March, 2025

nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning.

Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.

Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.

Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Augmenting Realistic Charts with Virtual Overlays.

Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ].

Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang

Proc. VLDB Endow., July, 2024

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL.

Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo

CoRR, 2024

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang

CoRR, 2024

The Dawn of Natural Language to SQL: Are We Fully Ready?

Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang

CoRR, 2024

Are Large Language Models Good Statisticians?

Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference.

Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao

CoRR, 2023