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ORCIDZheng Yuan 0013
Person information
- affiliation: Hong Kong Polytechnic University, Hong Kong, SAR, China
Other persons with the same name
- Zheng Yuan — disambiguation page
- Zheng Yuan 0001 — Real Communications Inc. (and 1 more)
- Zheng Yuan 0002
![[0000-0001-7179-2437]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-7179-2437")
— Tsinghua University, China - Zheng Yuan 0003 — King's College London, Department of Informatics, UK (and 1 more)
- Zheng Yuan 0004 — Northwestern University, Evanston, IL, USA
- Zheng Yuan 0005 — University of Chinese Academy of Sciences, Beijing, China
- Zheng Byron Yuan (aka: Zheng Yuan 0006) — Italian Institute of Technology, Italy (and 1 more)
- Zheng Yuan 0007 — Guizhou University, Guiyang, Guizhou, China
- Zheng Yuan 0008 — Shanghai Jiaotong University, China
- Zheng Yuan 0009 — Zhejiang A&F University, Lin'an, Yunnan, China
- Zheng Yuan 0010 — Beijing University of Posts and Telecommunications, Beijing, China
- Zheng Yuan 0011 — Xi'an Jiaotong University, Xi'an, China
- Zheng Yuan 0012 — PLA Strategic Support Force Information Engineering University, China
- Zheng Yuan 0014 — College of Computer Science, Chongqing University, Chongqing, China
- Zheng Yuan 0015 — Fudan University, Shanghai, China
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2020 – today
- 2025
[j2]Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan:
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5256-5267 (2025)- [j1]Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang:
Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL. IEEE Trans. Knowl. Data Eng. 37(12): 7328-7345 (2025) - [c5]Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan:
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights. CIKM 2025: 1643-1653 - [i10]Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang:
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models. CoRR abs/2501.13958 (2025) - [i9]Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Xiao Huang:
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation. CoRR abs/2502.12911 (2025) - [i8]Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang:
You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures. CoRR abs/2508.06105 (2025) - 2024
- [c4]Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang:
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. ACL (Findings) 2024: 10997-11008 - [c3]Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang:
Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks. KDD 2024: 6257-6268 - [c2]Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan:
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. WSDM 2024: 208-217 - [i7]Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang, Xiao Huang:
Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks. CoRR abs/2402.07659 (2024) - [i6]Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang:
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. CoRR abs/2402.11517 (2024) - [i5]Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang:
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL. CoRR abs/2406.08426 (2024) - 2023
- [c1]Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni:
Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited. SIGIR 2023: 2639-2649 - [i4]Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni:
Where to Go Next for Recommender Systems? ID- vs. Modality-based recommender models revisited. CoRR abs/2303.13835 (2023) - [i3]Ruyu Li, Wenhao Deng, Yu Cheng, Zheng Yuan, Jiaqi Zhang, Fajie Yuan:
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights. CoRR abs/2305.11700 (2023) - [i2]Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan:
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. CoRR abs/2305.15036 (2023) - [i1]Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan:
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation. CoRR abs/2309.07705 (2023)
Coauthor Index
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