Yilin Xiao

According to our database, Yilin Xiao authored at least 17 papers between 2021 and 2025.

Collaborative distances:

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

2025

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs.

Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang

CoRR, June, 2025

GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.

Yilin Xiao, Junnan Dong, Chuang Zhou, Su Dong, Qian-wen Zhang, Di Yin, Xing Sun, Xiao Huang

CoRR, June, 2025

Benchmarking Large Language Models via Random Variables.

Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang

CoRR, January, 2025

Each Graph is a New Language: Graph Learning with LLMs.

Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang

CoRR, January, 2025

DQFormer: Toward Unified LiDAR Panoptic Segmentation With Decoupled Queries for Large-Scale Outdoor Scenes.

Yu Yang, Jianbiao Mei, Siliang Du, Yilin Xiao, Huifeng Wu, Xiao Xu, Yong Liu

IEEE Trans. Geosci. Remote. Sens., 2025

Power on graph: Mining power relationship via user interaction correlation.

Yilong Zang, Lingfei Ren, Junhang Wu, Yilin Xiao, Ruimin Hu

Expert Syst. Appl., 2025

2024

RANSAC Back to SOTA: A Two-Stage Consensus Filtering for Real-Time 3D Registration.

Pengcheng Shi, Shaocheng Yan, Yilin Xiao, Xinyi Liu, Yongjun Zhang, Jiayuan Li

IEEE Robotics Autom. Lett., December, 2024

A New Horizon: Employing Map Clustering Similarity for LiDAR-Based Place Recognition.

Pengcheng Shi, Yilin Xiao, Wenqing Chen, Jiayuan Li, Yongjun Zhang

IEEE Trans. Intell. Veh., October, 2024

Dual-attention-transformer-based semantic reranking for large-scale image localization.

Yilin Xiao, Siliang Du, Xu Chen, Mingzhong Liu, Mingwei Sun

Appl. Intell., May, 2024

DQFormer: Towards Unified LiDAR Panoptic Segmentation with Decoupled Queries.

Yu Yang, Jianbiao Mei, Liang Liu, Siliang Du, Yilin Xiao, Jongwon Ra, Yong Liu, Xiao Xu, Huifeng Wu

CoRR, 2024

Heterophilic Graph Invariant Learning for Out-of-Distribution of Fraud Detection.

Lingfei Ren, Ruimin Hu, Zheng Wang, Yilin Xiao, Dengshi Li, Junhang Wu, Yilong Zang, Jinzhang Hu, Zijun Huang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

Guided Local Feature Matching with Transformer.

Siliang Du, Yilin Xiao, Jingwei Huang, Mingwei Sun, Mingzhong Liu

Remote. Sens., August, 2023

Where Have You Gone: Category-aware Multigraph Embedding for Missing Point-of-Interest Identification.

Junhang Wu, Ruimin Hu, Dengshi Li, Yilin Xiao, Lingfei Ren, Wenyi Hu

Neural Process. Lett., June, 2023

2022

Where have you been: Dual spatiotemporal-aware user mobility modeling for missing check-in POI identification.

Junhang Wu, Ruimin Hu, Dengshi Li, Lingfei Ren, Wenyi Hu, Yilin Xiao

Inf. Process. Manag., 2022

User Alignment Across Social Networks Based On ego-Network Embedding.

Yu Zhen, Ruimin Hu, Dengshi Li, Yilin Xiao

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Multi-level Graph Attention Network based Unsupervised Network Alignment.

Yilin Xiao, Ruimin Hu, Dengshi Li, Junhang Wu, Yu Zhen, Lingfei Ren

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

Multi-network Embedding for Missing Point-of-Interest Identification.

Junhang Wu, Ruimin Hu, Dengshi Li, Yilin Xiao, Lingfei Ren, Wenyi Hu

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021