Zijin Hong

According to our database, Zijin Hong authored at least 16 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement.

Zijin Hong, Hao Chen, Zheng Yuan, Qinggang Zhang, Luyao Zhuang, Qing Li, Feiran Huang, Yangqiu Song, Xiao Huang

CoRR, March, 2026

Graph-based Agent Memory: Taxonomy, Techniques, and Applications.

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

CoRR, February, 2026

Macro Graph of Experts for Billion-Scale Multi-Task Recommendation.

Hongyu Yao, Zijin Hong, Hao Chen, Zhiqing Li, Qijie Shen, Zuobin Ying, Qihua Feng, Huan Gong, Feiran Huang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions.

Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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., December, 2025

Macro Graph of Experts for Billion-Scale Multi-Task Recommendation.

Hongyu Yao, Zijin Hong, Hao Chen, Yuanchen Bei, Zhiqing Li, Qijie Shen, Zuobin Ying, Huan Gong, Feiran Huang

CoRR, June, 2025

When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation.

Zhishang Xiang, Chuanjie Wu, Qinggang Zhang, Shengyuan Chen, Zijin Hong, Xiao Huang, Jinsong Su

CoRR, June, 2025

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, February, 2025

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, January, 2025

Benchmarking Large Language Models via Random Variables.

Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang

CoRR, January, 2025

Contrastive learning with hard negatives for sentence embeddings.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

Appl. Soft Comput., 2025

2024

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

CoRR, 2024

CLR-Bench: Evaluating Large Language Models in College-level Reasoning.

Junnan Dong, Zijin Hong, Yuanchen Bei, Feiran Huang, Xinrun Wang, Xiao Huang

CoRR, 2024

Unconstrained Model Merging for Enhanced LLM Reasoning.

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

CoRR, 2024

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM.

Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Towards Better Question Generation in QA-based Event Extraction.

Zijin Hong, Jian Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2024