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ORCIDBoyan Li 0001
Person information
- affiliation: Hong Kong University of Science and Technology, DSA Thrust, Guangzhou, China
- affiliation: Southern University of Science and Technology, Computer Science Department, Shenzhen, China
Other persons with the same name
- Boyan Li — disambiguation page
- Boyan Li 0002
![[0000-0002-1059-5699]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-1059-5699")
— Beijing University of Posts and Telecommunications (BUPT), School of Electronic Engineering, China
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2020 – today
- 2026
[j4]Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang:
DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning. IEEE Trans. Vis. Comput. Graph. 32(1): 868-878 (2026)- [i16]Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo:
DeepEye: A Steerable Self-driving Data Agent System. CoRR abs/2603.28889 (2026) - [i15]Wenqi Pei, Shizheng Hou, Boyan Li, Han Chen, Zhichao Shi, Yuyu Luo:
ROSE: An Intent-Centered Evaluation Metric for NL2SQL. CoRR abs/2604.12988 (2026) - [i14]Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo:
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency. CoRR abs/2604.15163 (2026) - 2025
- [j3]Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo:
A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going? IEEE Trans. Knowl. Data Eng. 37(10): 5735-5754 (2025) - [j2]Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng:
Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7542-7554 (2025) - [c4]Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang:
Augmenting Realistic Charts with Virtual Overlays. CHI 2025: 619:1-619:23 - [c3]Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo:
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. ICML 2025 - [c2]Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo:
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. KDD (2) 2025: 5662-5673 - [i13]Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo:
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. CoRR abs/2502.17248 (2025) - [i12]Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo:
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. CoRR abs/2503.11984 (2025) - [i11]Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo:
nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity. CoRR abs/2503.12880 (2025) - [i10]Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo:
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing. CoRR abs/2503.22402 (2025) - [i9]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:
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR abs/2504.01990 (2025) - [i8]Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang:
DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning. CoRR abs/2508.01700 (2025) - [i7]Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo:
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework. CoRR abs/2510.17586 (2025) - [i6]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:
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? CoRR abs/2510.23587 (2025) - 2024
- [j1]Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang:
The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ]. Proc. VLDB Endow. 17(11): 3318-3331 (2024) - [c1]Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang:
Are Large Language Models Good Statisticians? NeurIPS 2024 - [i5]Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang:
The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR abs/2406.01265 (2024) - [i4]Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang:
Are Large Language Models Good Statisticians? CoRR abs/2406.07815 (2024) - [i3]Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang:
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? CoRR abs/2408.05109 (2024) - [i2]Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo:
A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. CoRR abs/2412.17068 (2024) - 2023
- [i1]Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao:
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference. CoRR abs/2306.12465 (2023)
Coauthor Index
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