Chen, Shengyuan

5 publications

ICLR 2026 LinearRAG: Linear Graph Retrieval Augmented Generation on Large-Scale Corpora Luyao Zhuang, Shengyuan Chen, Yilin Xiao, Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Xiao Huang

ICLR 2026 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

NeurIPS 2025 NeuSymEA: Neuro-Symbolic Entity Alignment via Variational Inference Shengyuan Chen, Zheng Yuan, Qinggang Zhang, Wen Hua, Jiannong Cao, Xiao Huang

ICML 2025 Structure-Guided Large Language Models for Text-to-SQL Generation Qinggang Zhang, Hao Chen, Junnan Dong, Shengyuan Chen, Feiran Huang, Xiao Huang

NeurIPS 2024 Entity Alignment with Noisy Annotations from Large Language Models Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang