Towards Better Question Generation in QA-based Event Extraction. - Zijin Hong; Jian Liu (ACL (Findings), 2024)

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. - Zijin Hong; Zheng Yuan; Hao Chen 062; Qinggang Zhang; Feiran Huang; Xiao Huang 001 (ACL (Findings), 2024)

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL. - Zijin Hong; Zheng Yuan; Qinggang Zhang; Hao Chen 062; Junnan Dong; Feiran Huang; Xiao Huang 001 (CoRR, 2024)

Unconstrained Model Merging for Enhanced LLM Reasoning. - Yiming Zhang; Baoyi He; Shengyu Zhang 001; Yuhao Fu; Qi Zhou; Zhijie Sang; Zijin Hong; Kejing Yang; Wenjun Wang; Jianbo Yuan; Guanghan Ning; Linyi Li; et al. (CoRR, 2024)

CLR-Bench: Evaluating Large Language Models in College-level Reasoning. - Junnan Dong; Zijin Hong; Yuanchen Bei; Feiran Huang; Xinrun Wang; Xiao Huang 001 (CoRR, 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)

Benchmarking Large Language Models via Random Variables. - Zijin Hong; Hao Wu 070; Su Dong; Junnan Dong; Yilin Xiao 002; Yujing Zhang; Zhu Wang; Feiran Huang; Linyi Li; Hongxia Yang; Xiao Huang 001 (CoRR, 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 062; Yi Chang; Xiao Huang 001 (CoRR, 2025)

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation. - Zheng Yuan; Hao Chen 062; Zijin Hong; Qinggang Zhang; Feiran Huang; Xiao Huang 001 (CoRR, 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 001; Jinsong Su (CoRR, 2025)

Macro Graph of Experts for Billion-Scale Multi-Task Recommendation. - Hongyu Yao; Zijin Hong; Hao Chen 062; Yuanchen Bei; Zhiqing Li; Qijie Shen; Zuobin Ying; Huan Gong; Feiran Huang (CoRR, 2025)