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Renjie Liu 0001
Person information
- affiliation: Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
Other persons with the same name
- Renjie Liu — disambiguation page
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2020 – today
- 2025
- [j1]Renjie Liu
, Yichuan Wang
, Xiao Yan
, Haitian Jiang
, Zhenkun Cai
, Minjie Wang
, Bo Tang
, Jinyang Li
:
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training. Proc. ACM Manag. Data 3(1): 34:1-34:27 (2025) - [c3]Haitian Jiang, Renjie Liu, Zengfeng Huang, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf:
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy. ICLR 2025 - [c2]Kaihao Ma
, Renjie Liu
, Xiao Yan
, Zhenkun Cai
, Xiang Song
, Minjie Wang
, Yichao Li
, James Cheng
:
Adaptive Parallel Training for Graph Neural Networks. PPoPP 2025: 29-42 - [i3]Renjie Liu, Haitian Jiang, Xiao Yan, Bo Tang, Jinyang Li:
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal. CoRR abs/2504.02112 (2025) - 2024
- [i2]Renjie Liu, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, Haitian Jiang, Bo Tang, Jinyang Li:
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training. CoRR abs/2405.05231 (2024) - 2023
- [c1]Ping Gong
, Renjie Liu
, Zunyao Mao
, Zhenkun Cai
, Xiao Yan
, Cheng Li
, Minjie Wang
, Zhuozhao Li
:
gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning. SOSP 2023: 562-578 - [i1]Haitian Jiang, Renjie Liu, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf:
MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale. CoRR abs/2310.12457 (2023)
Coauthor Index

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