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2020 – today
- 2025
[c3]Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang:
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases. ACL (Findings) 2025: 18306-18321- [i5]Haoyu Han, Yu Wang, Harry Shomer, Kai Guo, Jiayuan Ding, Yongjia Lei, Mahantesh Halappanavar, Ryan A. Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, Jiliang Tang:
Retrieval-Augmented Generation with Graphs (GraphRAG). CoRR abs/2501.00309 (2025) - [i4]Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng, Luna Dong, Yinglong Xia, Krishnaram Kenthapadi, Ryan A. Rossi, Franck Dernoncourt, Md. Mehrab Tanjim, Nesreen K. Ahmed, Xiaorui Liu, Wenqi Fan, Erik Blasch, Yu Wang, Meng Jiang, Tyler Derr:
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey. CoRR abs/2502.06872 (2025) - [i3]Haoyu Han, Harry Shomer, Yu Wang, Yongjia Lei, Kai Guo, Zhigang Hua, Bo Long, Hui Liu, Jiliang Tang:
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights. CoRR abs/2502.11371 (2025) - [i2]Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang:
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases. CoRR abs/2502.20317 (2025) - [i1]Utkarsh Sahu, Zhisheng Qi, Yongjia Lei, Ryan A. Rossi, Franck Dernoncourt, Nesreen K. Ahmed, Mahantesh M. Halappanavar, Yao Ma, Yu Wang:
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models. CoRR abs/2505.19286 (2025) - 2024
- [j2]Yongjia Lei, Shuyuan Lin
, Zhiying Li, Yachao Zhang, Taotao Lai:
GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading. Eng. Appl. Artif. Intell. 133: 107994 (2024) - 2023
- [j1]Yongjia Lei, Zujian Wu, Zhiying Li, Yuer Yang, Zhongming Liang:
BP-CapsNet: An image-based Deep Learning method for medical diagnosis. Appl. Soft Comput. 146: 110683 (2023) - 2022
- [c2]Yongjia Lei, Zhiying Cui, Linyan Dai, Ning Xiao, Xiangjie Wang, Xiangfang Ma, Ying Hong:
The Development of Traffic Flow Prediction Based on Deep Learning: A Literature Review. ICCCS 2022: 140-145 - [c1]Yongjia Lei, Zhiying Cui, Yuer Yang, Xiangjie Wang:
STDAPM: Spatial and Temporal Distribution Analysis and Prediction Model of Bee Species based on Grey Model. ICCAI 2022: 152-157
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