Zheng Yuan

21 papers A* 3A 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Tabular Research via Continual Experience-Driven Execution.
CoRR
Junnan Dong, Chuang Zhou, Zheng Yuan, Yifei Yu, Qiufeng Wang, Yinghui Li, Siyu An, Di Yin, Xing Sun, Feiyue Huang
2026 J jnl
ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement.
CoRR
Zijin Hong, Hao Chen, Zheng Yuan, Qinggang Zhang, Luyao Zhuang, Qing Li, Feiran Huang, Yangqiu Song, Xiao Huang
2026 J jnl
Graph-based Agent Memory: Taxonomy, Techniques, and Applications.
CoRR
Chang Yang, Chuang Zhou, Yilin Xiao, Su Dong, Luyao Zhuang, Yujing Zhang, Zhu Wang, Zijin Hong, Zheng Yuan, Zhishang Xiang, Shengyuan Chen, Huachi Zhou, Qinggang Zhang, Ninghao Liu, Jinsong Su, Xinrun Wang, Yi Chang, Xiao Huang
2026 A* conf
You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures.
AAAI
Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2025 J jnl
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models.
CoRR
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang
2025 A conf
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights.
CIKM
Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan
2025 J jnl
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation.
CoRR
Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Xiao Huang
2025 J jnl
Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL.
IEEE Trans. Knowl. Data Eng.
Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
2025 J jnl
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan
2025 J jnl
You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures.
CoRR
Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2024 A conf
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights.
WSDM
Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan
2024 — conf
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM.
ACL (Findings)
Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang
2024 J jnl
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM.
CoRR
Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang
2024 A* conf
Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks.
KDD
Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang
2024 J jnl
Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks.
CoRR
Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang
2024 J jnl
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL.
CoRR
Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
2023 J jnl
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights.
CoRR
Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan
2023 J jnl
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights.
CoRR
Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan
2023 J jnl
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation.
CoRR
Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan
2023 A* conf
Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited.
SIGIR
Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni
2023 J jnl
Where to Go Next for Recommender Systems? ID- vs. Modality-based recommender models revisited.
CoRR
Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni