Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference. - Boyan Li 001; Luziwei Leng; Ran Cheng 004; Shuaijie Shen; Kaixuan Zhang; Jianguo Zhang 001; Jianxing Liao (CoRR, 2023)

Are Large Language Models Good Statisticians? - Yizhang Zhu; Shiyin Du; Boyan Li 001; Yuyu Luo; Nan Tang 001 (NeurIPS, 2024)

The Dawn of Natural Language to SQL: Are We Fully Ready? - Boyan Li 001; Yuyu Luo; Chengliang Chai; Guoliang Li 001; Nan Tang 001 (CoRR, 2024)

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? - Xinyu Liu; Shuyu Shen; Boyan Li 001; Peixian Ma; Runzhi Jiang; Yuyu Luo; Yuxin Zhang; Ju Fan; Guoliang Li 001; Nan Tang 001 (CoRR, 2024)

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. - Peixian Ma; Boyan Li 001; Runzhi Jiang; Ju Fan; Nan Tang 001; Yuyu Luo (CoRR, 2024)

The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ]. - Boyan Li 001; Yuyu Luo; Chengliang Chai; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2024)

Augmenting Realistic Charts with Virtual Overlays. - Yao Shi; Boyan Li 001; Yuyu Luo; Lei Chen 002; Nan Tang 001 (CHI, 2025)

Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. - Boyan Li 001; Jiayi Zhang 017; Ju Fan; Yanwei Xu 004; Chong Chen 001; Nan Tang 001; Yuyu Luo (ICML, 2025)

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. - Xinyu Liu; Shuyu Shen; Boyan Li 001; Nan Tang 001; Yuyu Luo (KDD (2), 2025)

nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning. - Tianqi Luo; Chuhan Huang; Leixian Shen; Boyan Li 001; Shuyu Shen; Wei Zeng 004; Nan Tang 001; Yuyu Luo (NeurIPS, 2025)

nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity. - Tianqi Luo; Chuhan Huang; Leixian Shen; Boyan Li 001; Shuyu Shen; Wei Zeng 004; Nan Tang 001; Yuyu Luo (CoRR, 2025)

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing. - Yizhang Zhu; Runzhi Jiang; Boyan Li 001; Nan Tang 001; Yuyu Luo (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu 003; Xinfeng Li; Jiayi Zhang 017; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference. - Boyan Li 001; Luziwei Leng; Shuaijie Shen; Kaixuan Zhang; Jianguo Zhang 001; Jianxing Liao; Ran Cheng 004 (IEEE Trans. Neural Networks Learn. Syst., 2025)

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework. - Boyan Li 001; Chong Chen 001; Zhujun Xue; Yinan Mei; Yuyu Luo (CoRR, 2025)

A Survey of Data Agents: Emerging Paradigm or Overstated Hype? - Yizhang Zhu; Liangwei Wang 001; Chenyu Yang; Xiaotian Lin; Boyan Li 001; Wei Zhou 053; Xinyu Liu; Zhangyang Peng; Tianqi Luo; Yu Li 003; Chengliang Chai; Chong Chen 001; et al. (CoRR, 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 001; Peixian Ma; Runzhi Jiang; Yuxin Zhang; Ju Fan; Guoliang Li 001; Nan Tang 001; Yuyu Luo (IEEE Trans. Knowl. Data Eng., 2025)

DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency. - Boyan Li 001; Ou Ocean Kun Hei; Yue Yu; Yuyu Luo (ACL (1), 2026)

ROSE: An Intent-Centered Evaluation Metric for NL2SQL. - Wenqi Pei; Shizheng Hou; Boyan Li 001; Chen Han; Zhichao Shi; Yuyu Luo (ACL (1), 2026)

DeepEye: A Steerable Self-driving Data Agent System. - Boyan Li 001; Yiran Peng; Yupeng Xie; Sirong Lu; Yizhang Zhu; Xing Mu; Xinyu Liu; Yuyu Luo (SIGMOD Companion, 2026)

DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning. - Zhihao Shuai; Boyan Li 001; Siyu Yan; Yuyu Luo; Weikai Yang (IEEE Trans. Vis. Comput. Graph., 2026)

ROSE: An Intent-Centered Evaluation Metric for NL2SQL. - Wenqi Pei; Shizheng Hou; Boyan Li 001; Han Chen; Zhichao Shi; Yuyu Luo (CoRR, 2026)