Zijin Hong

19 papers A* 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions.
AAAI
Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao 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 — conf
Macro Graph of Experts for Billion-Scale Multi-Task Recommendation.
KDD (1)
Hongyu Yao, Zijin Hong, Hao Chen, Zhiqing Li, Qijie Shen, Zuobin Ying, Qihua Feng, Huan Gong, Feiran 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 J jnl
Benchmarking Large Language Models via Random Variables.
CoRR
Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang
2025 J jnl
Contrastive learning with hard negatives for sentence embeddings.
Appl. Soft Comput.
Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang
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
Macro Graph of Experts for Billion-Scale Multi-Task Recommendation.
CoRR
Hongyu Yao, Zijin Hong, Hao Chen, Yuanchen Bei, Zhiqing Li, Qijie Shen, Zuobin Ying, Huan Gong, Feiran 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
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation.
CoRR
Zhishang Xiang, Chuanjie Wu, Qinggang Zhang, Shengyuan Chen, Zijin Hong, Xiao Huang, Jinsong Su
2024 J jnl
CLR-Bench: Evaluating Large Language Models in College-level Reasoning.
CoRR
Junnan Dong, Zijin Hong, Yuanchen Bei, Feiran Huang, Xinrun Wang, Xiao Huang
2024 J jnl
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives.
CoRR
Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang
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 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
2024 J jnl
Towards Better Question Generation in QA-Based Event Extraction.
CoRR
Zijin Hong, Jian Liu
2024 — conf
Towards Better Question Generation in QA-based Event Extraction.
ACL (Findings)
Zijin Hong, Jian Liu
2024 J jnl
Unconstrained Model Merging for Enhanced LLM Reasoning.
CoRR
Yiming Zhang, Baoyi He, Shengyu Zhang, Yuhao Fu, Qi Zhou, Zhijie Sang, Zijin Hong, Kejing Yang, Wenjun Wang, Jianbo Yuan, Guanghan Ning, Linyi Li, Chunlin Ji, Fei Wu, Hongxia Yang