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Jincheng Huang
PhD student, University of Electronic Science and Technology of China
Joined
May 2021
Names
Jincheng Huang
(Preferred)
,
Jin Cheng Huang
Emails
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
PhD student
University of Electronic Science and Technology of China
(uestc.edu.cn)
Present
Advisors, Relations & Conflicts
PhD Advisor
Xiaofeng Zhu
Present
Expertise
Graph Neural Network
Present
Data Mining
Present
Representation Learning
Present
Publications
The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework
Jincheng Huang
,
Jie Xu
,
Xiaoshuang Shi
,
Ping Hu
,
Lei Feng
,
Xiaofeng Zhu
Submitted to ICLR 2026
Readers:
Everyone
Revisiting Confidence Calibration for Misclassification Detection in VLMs
Jincheng Huang
,
Jie Xu
,
Xiaoshuang Shi
,
Ping Hu
,
Lei Feng
,
Xiaofeng Zhu
ICLR 2026 Poster
Readers:
Everyone
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
Jincheng Huang
,
Yujie Mo
,
Xiaoshuang Shi
,
Lei Feng
,
Xiaofeng Zhu
ICML 2025 poster
Readers:
Everyone
ELU-GCN: Effectively Label-Utilizing Graph Convolutional Network
Jincheng Huang
,
Yujie Mo
,
Lei Feng
,
Xiaoshuang Shi
,
Xiaofeng Zhu
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Revisiting the role of heterophily in graph representation learning: An edge classification perspective
Jincheng Huang
,
Ping Li
OpenReview Archive Direct Upload
Readers:
Everyone
Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks
Acong Zhang
,
Jincheng Huang
,
Ping Li
,
Kai Zhang
ACM Trans. Knowl. Discov. Data 2024
Readers:
Everyone
On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective
Jincheng Huang
,
Jialie Shen
,
Xiaoshuang Shi
,
Xiaofeng Zhu
ICML 2024 Poster
Readers:
Everyone
A graph transformer defence against graph perturbation by a flexible-pass filter
Yonghua Zhu
,
Jincheng Huang
,
Yang Chen
,
Robert Amor
,
Michael Witbrock
Inf. Fusion 2024
Readers:
Everyone
ELU-GCN: Effectively Label-Utilizing Graph Convolutional Network
Jincheng Huang
,
Yujie Mo
,
Xiaoshuang Shi
,
Lei Feng
,
Xiaofeng Zhu
CoRR 2024
Readers:
Everyone
Exploring the Role of Node Diversity in Directed Graph Representation Learning
Jincheng Huang
,
Yujie Mo
,
Ping Hu
,
Xiaoshuang Shi
,
Shangbo Yuan
,
Zeyu Zhang
,
Xiaofeng Zhu
IJCAI 2024
Readers:
Everyone
View all 17 publications
Co-Authors
Acong Zhang
Chen Na
Dongmei Zhang
Jialie Shen
Jie Xu
Kai Zhang
Lei Feng
Lun Du
Michael Witbrock
Na Chen
Ping Hu
Ping Li
Qiang Fu
Robert Amor
Rui Huang
Shangbo Yuan
Shi Han
Xiaofeng Zhu
Xiaoshuang Shi
Xu Chen
Yang Chen
Yonghua Zhu
Yujie Mo
Zeyu Zhang