Boyan Li

22 papers A* 3Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepEye: A Steerable Self-driving Data Agent System.
CoRR
Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo
2026 J jnl
DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning.
IEEE Trans. Vis. Comput. Graph.
Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2025 J jnl
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
CoRR
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
2025 J jnl
A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?
IEEE Trans. Knowl. Data Eng.
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo
2025 J jnl
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.
CoRR
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
2025 A* conf
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.
ICML
Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025 J jnl
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.
CoRR
Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025 A* conf
Augmenting Realistic Charts with Virtual Overlays.
CHI
Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang
2025 J jnl
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework.
CoRR
Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo
2025 J jnl
DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning.
CoRR
Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2025 J jnl
Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference.
IEEE Trans. Neural Networks Learn. Syst.
Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao, Ran Cheng
2025 J jnl
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing.
CoRR
Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo
2025 — conf
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.
KDD (2)
Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo
2025 J jnl
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.
CoRR
Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo
2025 J jnl
nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity.
CoRR
Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo
2024 J jnl
A Plug-and-Play Natural Language Rewriter for Natural Language to SQL.
CoRR
Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo
2024 J jnl
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?
CoRR
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang
2024 A* conf
Are Large Language Models Good Statisticians?
NeurIPS
Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
2024 J jnl
Are Large Language Models Good Statisticians?
CoRR
Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
2024 J jnl
The Dawn of Natural Language to SQL: Are We Fully Ready?
CoRR
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2024 J jnl
The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ].
Proc. VLDB Endow.
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2023 J jnl
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference.
CoRR
Boyan Li, Luziwei Leng, Ran Cheng, Shuaijie Shen, Kaixuan Zhang, Jianguo Zhang, Jianxing Liao