Scholar
Xingyu Tan
Google Scholar ID: 2gzpDtsAAAAJ
University of New South Wales
Graph Processing
Database
LLMs
Knowledge Graph
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Citations & Impact
All-time
Citations
39
H-index
3
i10-index
1
Publications
8
Co-authors
10
list available
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Publications
6 items
PrivGemo: Privacy-Preserving Dual-Tower Graph Retrieval for Empowering LLM Reasoning with Memory Augmentation
2026
Cited
0
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning
2025
Cited
0
PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation
2025
Cited
0
Graph is a Natural Regularization: Revisiting Vector Quantization for Graph Representation Learning
2025
Cited
0
Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning
2025
Cited
0
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
Paper 'HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning' accepted to EMNLP 2025.
Paper 'Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning' accepted to WWW 2025.
Paper 'Higher-order peak decomposition' accepted to CIKM 2023.
Paper 'Maximum Fairness-Aware (k,r)-Core Identification in Large Graphs' accepted to ADC 2023.
Awarded WWW2025 Student Travel Award in 2025.
Awarded CSIRO’s Data61-UNSW Joint PhD Full Scholarship in 2024.
Awarded CIRES-ADC Travel Grant in 2023.
Co-authors
10 total
Wenjie Zhang
Professor of Computer Science and Engineering, University of New South Wales
Xiaoyang Wang
University of New South Wales (UNSW)
Qing Liu
Data61, Commonwealth Scientific and Industrial Research Organization
Xin Yuan
Senior Research Scientist, Data61, CSIRO / Senior Lecturer (Adj.), UNSW
Xiwei (Sherry) Xu
Data61, CSIRO
Chen Chen
University of Wollongong
Yanping Wu
University of Technology Sydney
Liming Zhu
Research Director at CSIRO’s Data61 & Prof at University of New South Wales
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