Zheng Yuan

PhD student, Hong Kong Polytechnic University

Joined

July 2022

Names

Zheng Yuan (Preferred)

Emails

****@westlake.edu.cn (Confirmed)

****@163.com (Confirmed)

****@connect.polyu.hk (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Hong Kong Polytechnic University (connect.polyu.hk)

2023 – Present

Intern

Westlake University (westlake.edu.cn)

2021 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL
Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation
Linfeng Gao, Baolong Bi, Zheng Yuan, Le Wang, Zerui Chen, Zhimin Wei, Shenghua Liu, Qinggang Zhang, Jinsong Su
- CoRR 2025
- Readers: Everyone
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation
Linfeng Gao, Baolong Bi, Zheng Yuan, Le Wang, Zerui Chen, Zhimin Wei, Shenghua Liu, Qinggang Zhang, Jinsong Su
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
- CoRR 2025
- Readers: Everyone
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang
- OpenReview Archive Direct Upload
- Readers: Everyone
NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference
Shengyuan Chen, Zheng Yuan, Qinggang Zhang, Wen Hua, Jiannong Cao, Xiao Huang
- NeurIPS 2025 poster
- Readers: Everyone
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Xiao Huang
- CoRR 2025
- Readers: Everyone
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang
- CoRR 2025
- Readers: Everyone
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan
- CIKM 2025
- Readers: Everyone

View all 27 publications

Co-Authors

View all 43 co-authors