The Development of Traffic Flow Prediction Based on Deep Learning: A Literature Review. - Yongjia Lei; Zhiying Cui; Linyan Dai; Ning Xiao; Xiangjie Wang; Xiangfang Ma; Ying Hong (ICCCS, 2022)

STDAPM: Spatial and Temporal Distribution Analysis and Prediction Model of Bee Species based on Grey Model. - Yongjia Lei; Zhiying Cui; Yuer Yang; Xiangjie Wang (ICCAI, 2022)

BP-CapsNet: An image-based Deep Learning method for medical diagnosis. - Yongjia Lei; Zujian Wu; Zhiying Li 003; Yuer Yang; Zhongming Liang (Appl. Soft Comput., 2023)

GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading. - Yongjia Lei; Shuyuan Lin; Zhiying Li 003; Yachao Zhang; Taotao Lai (Eng. Appl. Artif. Intell., 2024)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases. - Yongjia Lei; Haoyu Han 001; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka; Mahantesh M. Halappanavar; Jiliang Tang; Yu Wang 160 (ACL (Findings), 2025)

Retrieval-Augmented Generation with Graphs (GraphRAG). - Haoyu Han 001; Yu Wang 160; Harry Shomer; Kai Guo 003; Jiayuan Ding; Yongjia Lei; Mahantesh Halappanavar; Ryan A. Rossi; Subhabrata Mukherjee; Xianfeng Tang; Qi He 002; Zhigang Hua; et al. (CoRR, 2025)

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey. - Bo Ni; Zheyuan Liu 010; Leyao Wang; Yongjia Lei; Yuying Zhao; Xueqi Cheng; Qingkai Zeng 001; Luna Dong; Yinglong Xia; Krishnaram Kenthapadi; Ryan A. Rossi; Franck Dernoncourt; et al. (CoRR, 2025)

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights. - Haoyu Han 001; Harry Shomer; Yu Wang 160; Yongjia Lei; Kai Guo 003; Zhigang Hua; Bo Long; Hui Liu 031; Jiliang Tang (CoRR, 2025)

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models. - Utkarsh Sahu; Zhisheng Qi; Yongjia Lei; Ryan A. Rossi; Franck Dernoncourt; Nesreen K. Ahmed; Mahantesh M. Halappanavar; Yao Ma 001; Yu Wang 160 (CoRR, 2025)