Yilin Xiao

28 papers A* 3B 2Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions.
AAAI
Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang
2026 J jnl
Graph-based Agent Memory: Taxonomy, Techniques, and Applications.
CoRR
Chang Yang, Chuang Zhou, Yilin Xiao, Su Dong, Luyao Zhuang, Yujing Zhang, Zhu Wang, Zijin Hong, Zheng Yuan, Zhishang Xiang, Shengyuan Chen, Huachi Zhou, Qinggang Zhang, Ninghao Liu, Jinsong Su, Xinrun Wang, Yi Chang, Xiao Huang
2026 J jnl
Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning With Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang
2026 J jnl
Use Graph When It Needs: Efficiently and Adaptively Integrating Retrieval-Augmented Generation with Graphs.
CoRR
Su Dong, Qinggang Zhang, Yilin Xiao, Shengyuan Chen, Chuang Zhou, Xiao Huang
2026 A* conf
You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures.
AAAI
Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2025 J jnl
3-D Point-Guided Aerial-Ground Image Matching for Robust Multiview Reconstruction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yilin Xiao, Yu Yang, Siliang Du, Mingzhong Liu, Xu Chen, Mingwei Sun
2025 J jnl
Benchmarking Large Language Models via Random Variables.
CoRR
Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang
2025 J jnl
DQFormer: Toward Unified LiDAR Panoptic Segmentation With Decoupled Queries for Large-Scale Outdoor Scenes.
IEEE Trans. Geosci. Remote. Sens.
Yu Yang, Jianbiao Mei, Siliang Du, Yilin Xiao, Huifeng Wu, Xiao Xu, Yong Liu
2025 J jnl
Each Graph is a New Language: Graph Learning with LLMs.
CoRR
Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang
2025 — conf
Each graph is a new language: Graph Learning with LLMs.
ACL (Findings)
Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang
2025 J jnl
GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.
CoRR
Yilin Xiao, Junnan Dong, Chuang Zhou, Su Dong, Qian-Wen Zhang, Di Yin, Xing Sun, Xiao Huang
2025 J jnl
LAG: Logic-Augmented Generation from a Cartesian Perspective.
CoRR
Yilin Xiao, Chuang Zhou, Qinggang Zhang, Su Dong, Shengyuan Chen, Xiao Huang
2025 J jnl
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora.
CoRR
Luyao Zhuang, Shengyuan Chen, Yilin Xiao, Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Xiao Huang
2025 J jnl
Power on graph: Mining power relationship via user interaction correlation.
Expert Syst. Appl.
Yilong Zang, Lingfei Ren, Junhang Wu, Yilin Xiao, Ruimin Hu
2025 J jnl
Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs.
CoRR
Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang
2025 J jnl
You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures.
CoRR
Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2024 J jnl
A New Horizon: Employing Map Clustering Similarity for LiDAR-Based Place Recognition.
IEEE Trans. Intell. Veh.
Pengcheng Shi, Yilin Xiao, Wenqing Chen, Jiayuan Li, Yongjun Zhang
2024 J jnl
DQFormer: Towards Unified LiDAR Panoptic Segmentation with Decoupled Queries.
CoRR
Yu Yang, Jianbiao Mei, Liang Liu, Siliang Du, Yilin Xiao, Jongwon Ra, Yong Liu, Xiao Xu, Huifeng Wu
2024 J jnl
Dual-attention-transformer-based semantic reranking for large-scale image localization.
Appl. Intell.
Yilin Xiao, Siliang Du, Xu Chen, Mingzhong Liu, Mingwei Sun
2024 A* conf
Heterophilic Graph Invariant Learning for Out-of-Distribution of Fraud Detection.
ACM Multimedia
Lingfei Ren, Ruimin Hu, Zheng Wang, Yilin Xiao, Dengshi Li, Junhang Wu, Yilong Zang, Jinzhang Hu, Zijun Huang
2024 J jnl
RANSAC Back to SOTA: A Two-Stage Consensus Filtering for Real-Time 3D Registration.
IEEE Robotics Autom. Lett.
Pengcheng Shi, Shaocheng Yan, Yilin Xiao, Xinyi Liu, Yongjun Zhang, Jiayuan Li
2024 J jnl
RANSAC Back to SOTA: A Two-stage Consensus Filtering for Real-time 3D Registration.
CoRR
Pengcheng Shi, Shaocheng Yan, Yilin Xiao, Xinyi Liu, Yongjun Zhang, Jiayuan Li
2023 J jnl
Guided Local Feature Matching with Transformer.
Remote. Sens.
Siliang Du, Yilin Xiao, Jingwei Huang, Mingwei Sun, Mingzhong Liu
2023 J jnl
Where Have You Gone: Category-aware Multigraph Embedding for Missing Point-of-Interest Identification.
Neural Process. Lett.
Junhang Wu, Ruimin Hu, Dengshi Li, Yilin Xiao, Lingfei Ren, Wenyi Hu
2022 B conf
User Alignment Across Social Networks Based On ego-Network Embedding.
IJCNN
Yu Zhen, Ruimin Hu, Dengshi Li, Yilin Xiao
2022 J jnl
Where have you been: Dual spatiotemporal-aware user mobility modeling for missing check-in POI identification.
Inf. Process. Manag.
Junhang Wu, Ruimin Hu, Dengshi Li, Lingfei Ren, Wenyi Hu, Yilin Xiao
2021 B conf
Multi-level Graph Attention Network based Unsupervised Network Alignment.
LCN
Yilin Xiao, Ruimin Hu, Dengshi Li, Junhang Wu, Yu Zhen, Lingfei Ren
2021 — conf
Multi-network Embedding for Missing Point-of-Interest Identification.
ISPA/BDCloud/SocialCom/SustainCom
Junhang Wu, Ruimin Hu, Dengshi Li, Yilin Xiao, Lingfei Ren, Wenyi Hu