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Jincheng Huang

Orcid: 0000-0001-8181-9410

Affiliations:
  • University of Electronic Science and Technology of China, School of Computer Science and Engineering, China
  • Southwest Petroleum University, School of Computer Science, China (former)


According to our database1, Jincheng Huang authored at least 11 papers between 2022 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

Online presence:

On csauthors.net:

Bibliography

2025
Denoising Structure against Adversarial Attacks on Graph Representation Learning.
[BibTeX]
[DOI]
Na Chen
,
Ping Li
,
Jincheng Huang
,
Kai Zhang
ACM Trans. Intell. Syst. Technol., June, 2025

The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework.
[BibTeX]
[DOI]
Jincheng Huang
,
Jie Xu
,
Xiaoshuang Shi
,
Ping Hu
,
Lei Feng
,
Xiaofeng Zhu
CoRR, May, 2025

2024
Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks.
[BibTeX]
[DOI]
Acong Zhang
,
Jincheng Huang
,
Ping Li
,
Kai Zhang
ACM Trans. Knowl. Discov. Data, July, 2024

Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective.
[BibTeX]
[DOI]
Jincheng Huang
,
Ping Li
,
Rui Huang
,
Na Chen
,
Acong Zhang
ACM Trans. Knowl. Discov. Data, January, 2024

A graph transformer defence against graph perturbation by a flexible-pass filter.
[BibTeX]
[DOI]
Yonghua Zhu
,
Jincheng Huang
,
Yang Chen
,
Robert Amor
,
Michael Witbrock
Inf. Fusion, 2024

ELU-GCN: Effectively Label-Utilizing Graph Convolutional Network.
[BibTeX]
[DOI]
Jincheng Huang
,
Yujie Mo
,
Xiaoshuang Shi
,
Lei Feng
,
Xiaofeng Zhu
CoRR, 2024

Exploring the Role of Node Diversity in Directed Graph Representation Learning.
[BibTeX]
[DOI]
Jincheng Huang
,
Yujie Mo
,
Ping Hu
,
Xiaoshuang Shi
,
Shangbo Yuan
,
Zeyu Zhang
,
Xiaofeng Zhu
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective.
[BibTeX]
[DOI]
Jincheng Huang
,
Jialie Shen
,
Xiaoshuang Shi
,
Xiaofeng Zhu
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Robust Mid-Pass Filtering Graph Convolutional Networks.
[BibTeX]
[DOI]
Jincheng Huang
,
Lun Du
,
Xu Chen
,
Qiang Fu
,
Shi Han
,
Dongmei Zhang
Proceedings of the ACM Web Conference 2023, 2023

2022
Learning heterophilious edge to drop: A general framework for boosting graph neural networks.
[BibTeX]
[DOI]
Jincheng Huang
,
Ping Li
,
Rui Huang
,
Chen Na
CoRR, 2022

Semantic consistency for graph representation learning.
[BibTeX]
[DOI]
Jincheng Huang
,
Ping Li
,
Kai Zhang
Proceedings of the International Joint Conference on Neural Networks, 2022


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