Yikuan Xia

According to our database, Yikuan Xia authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

DeepNM: Incremental Graph Matching Based on Sinkhorn Similarity.

Yikuan Xia, Jiazun Chen, Xinchi Li, Jun Gao

IEEE Trans. Knowl. Data Eng., September, 2025

ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources.

Yikuan Xia, Jiazun Chen, Yirui Zhan, Suifeng Zhao, Weipeng Jiang, Chaorui Zhang, Wei Han, Bo Bai, Jun Gao

CoRR, April, 2025

CommunityDF: A Guided Denoising Diffusion Approach for Community Search.

Jiazun Chen, Yikuan Xia, Jun Gao, Zhao Li, Hongyang Chen

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Winning Solution For Meta KDD Cup' 24.

Yikuan Xia, Jiazun Chen, Jun Gao

CoRR, 2024

APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching.

Yikuan Xia, Jiazun Chen, Xinchi Li, Jun Gao

CoRR, 2024

2023

CommunityAF: An Example-based Community Search Method via Autoregressive Flow.

Jiazun Chen, Yikuan Xia, Jun Gao

Proc. VLDB Endow., 2023

2022

Model Degradation Hinders Deep Graph Neural Networks.

Wentao Zhang, Zeang Sheng, Ziqi Yin, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

CellSense: Human Mobility Recovery via Cellular Network Data Enhancement.

Zhihan Fang, Yu Yang, Guang Yang, Yikuan Xia, Fan Zhang, Desheng Zhang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Evaluating Deep Graph Neural Networks.

Wentao Zhang, Zeang Sheng, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui

CoRR, 2021

iMap: Incremental Node Mapping between Large Graphs Using GNN.

Yikuan Xia, Jun Gao, Bin Cui

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

SAPIEN: A SimulAted Part-Based Interactive ENvironment.

Fanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia, Hao Zhu, Fangchen Liu, Minghua Liu, Hanxiao Jiang, Yifu Yuan, He Wang, Li Yi, Angel X. Chang, Leonidas J. Guibas, Hao Su

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020