Haoyu Liu

Orcid: 0000-0002-0839-5460

Affiliations:
  • Nanyang Technological University (NTU), College of Computing and Data Science, Singapore
  • Renmin University of China, Center for Applied Statistics, School of Statistics, Beijing, China


According to our database1, Haoyu Liu authored at least 11 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2025
When Deepfake Detection Meets Graph Neural Network:a Unified and Lightweight Learning Framework.
CoRR, August, 2025

Tighter Lower Bounds for Single Source Personalized PageRank.
CoRR, July, 2025

A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness.
Proc. ACM Manag. Data, 2025

SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024
BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank.
Proc. VLDB Endow., May, 2024

Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency.
CoRR, 2024

Topology-monitorable Contrastive Learning on Dynamic Graphs.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
SIMGA: A Simple and Effective Heterophilous Graph Neural Network with Efficient Global Aggregation.
CoRR, 2023

2021
Erratum: Liu et al. Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery. Remote Sens. 2021, 13, 2067.
Remote. Sens., 2021

Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference Around Mainland China via Attention-Augmented CNN from Daytime Satellite Imagery.
Remote. Sens., 2021

2020
Pyramid Pooling Module-Based Semi-Siamese Network: A Benchmark Model for Assessing Building Damage from xBD Satellite Imagery Datasets.
Remote. Sens., 2020


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