Jinyang Li

30 papers A* 5B 1Journal 20Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution.
Proc. VLDB Endow.
Zixin Wei, Yucan Guo, Jinyang Li, Xiaolin Han, Xiaolong Jin, Chenhao Ma
2025 A* conf
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
ICML
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2025 J jnl
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions.
CoRR
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu, Chenhao Ma, Fatma Özcan, Yannis Papakonstantinou, Reynold Cheng
2025 — conf
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning.
ACL (1)
Nan Huo, Jinyang Li, Bowen Qin, Ge Qu, Xiaolong Li, Xiaodong Li, Chenhao Ma, Reynold Cheng
2025 J jnl
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning.
CoRR
Nan Huo, Jinyang Li, Bowen Qin, Ge Qu, Xiaolong Li, Xiaodong Li, Chenhao Ma, Reynold Cheng
2025 B conf
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study.
COLING
Bowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng, Kai Chen
2025 J jnl
Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution.
CoRR
Zixin Wei, Yucan Guo, Jinyang Li, Xiaolin Han, Xiaolong Jin, Chenhao Ma
2025 — conf
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL.
ACL (1)
Ge Qu, Jinyang Li, Bowen Qin, Xiaolong Li, Nan Huo, Chenhao Ma, Reynold Cheng
2025 J jnl
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL.
CoRR
Ge Qu, Jinyang Li, Bowen Qin, Xiaolong Li, Nan Huo, Chenhao Ma, Reynold Cheng
2025 J jnl
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications.
CoRR
Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng
2025 — conf
UnG-MoCha: Neural Motif Counting in Uncertain Graphs.
KDD (2)
Lujie Ban, Xiaolin Han, Jinyang Li, Chenhao Ma
2024 J jnl
A Survey on Knowledge Distillation of Large Language Models.
CoRR
Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou
2024 — conf
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.
ACL (Findings)
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
2024 J jnl
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.
CoRR
Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng
2024 J jnl
DevBench: A Comprehensive Benchmark for Software Development.
CoRR
Bowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng, Kai Chen
2024 J jnl
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents.
CoRR
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2024 J jnl
ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model.
Proc. VLDB Endow.
Nan Huo, Reynold Cheng, Ben Kao, Wentao Ning, Nur Al Hasan Haldar, Xiaodong Li, Jinyang Li, Mohammad Matin Najafi, Tian Li, Ge Qu
2023 A* conf
An Investigation of LLMs' Inefficacy in Understanding Converse Relations.
EMNLP
Chengwen Qi, Bowen Li, Binyuan Hui, Bailin Wang, Jinyang Li, Jinwang Wu, Yuanjun Laili
2023 J jnl
An Investigation of LLMs' Inefficacy in Understanding Converse Relations.
CoRR
Chengwen Qi, Bowen Li, Binyuan Hui, Bailin Wang, Jinyang Li, Jinwang Wu, Yuanjun Laili
2023 A* conf
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
NeurIPS
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
CoRR
Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 A* conf
Causal Document-Grounded Dialogue Pre-training.
EMNLP
Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang
2023 J jnl
Causal Document-Grounded Dialogue Pre-training.
CoRR
Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang
2023 J jnl
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.
CoRR
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023 A* conf
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.
AAAI
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2022 J jnl
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions.
CoRR
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li
2022 J jnl
Random pairwise shapelets forest: an effective classifier for time series.
Knowl. Inf. Syst.
Jidong Yuan, Mohan Shi, Zhihai Wang, Haiyang Liu, Jinyang Li
2018 J jnl
Multiphysical Field Collaborative Optimization of Premium Induction Motor Based on GA.
IEEE Trans. Ind. Electron.
Weili Li, Purui Wang, Dong Li, Xiaochen Zhang, Junci Cao, Jinyang Li
2017 J jnl
Influence of Rotor Radial Ventilation Ducts Number on Temperature Distribution of Rotor Excitation Winding and Fluid Flow State Between Two Poles of a Fully Air-Cooled Hydro-Generator.
IEEE Trans. Ind. Electron.
Weili Li, Dan Li, Jinyang Li, Xiaochen Zhang
2015 J jnl
Research on Flow Rule and Thermal Dissipation Between the Rotor Poles of a Fully Air-Cooled Hydrogenerator.
IEEE Trans. Ind. Electron.
Shukuan Zhang, Weili Li, Jinyang Li, Likun Wang, Xiaochen Zhang