Feng Ji

Joined

May 2022

Names

Feng Ji (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

EEE, Nanyang Technological University (ntu.edu.sg)

2015 – 2025

PhD student

Mathematics, National University of Singapore (nus.edu.sg)

2008 – 2013

Advisors, Relations & Conflicts

Postdoc Advisor

Wee Peng Tay

2015 – 2024

Expertise

Graph neural networks

2019 – Present

Graph signal processing

2017 – Present

Publications

Explainable Error Detection in Integrated Circuits Image Segmentation via Graph Neural Networks
MA XIAOYU, Jingyang Dai, Feng Ji, Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee
- Accepted by TMLR
- Readers: Everyone
Less is More: Towards Simple Graph Contrastive Learning
Yanan Zhao, Feng Ji, Jingyang Dai, Jiaze Ma, Wee Peng Tay
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GraphPCB: Graph-encoded Printed Circuit Board Datasets for Component Classification with Graph Neural Networks
Lan Tian, Wang Yuhang, Feng Ji, Xinrui Wang, Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Explainable Error Detection in Integrated Circuits Image Segmentation via Graph Neural Networks
MA XIAOYU, Feng Ji, Deruo Cheng, Yiqiong Shi, Jingyang Dai, Bah-Hwee Gwee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Transfer Bound of Graph Convolutional Networks across Arbitrary Sparsity
Qinji Shu, Hang Sheng, Feng Ji, Hui Feng, Bo Hu
- Submitted to ICLR 2026
- Readers: Everyone
Simple Graph Contrastive Learning via Fractional-order Neural Diffusion Networks
Yanan Zhao, Feng Ji, Kai Zhao, Xuhao Li, Qiyu Kang, Wenfei Liang, Yahya Alkhatib, Xingchao Jian, Wee Peng Tay
- Submitted to ICML 2025
- Readers: Everyone
Machine Unlearning For Alleviating Negative Transfer In Partial-Set Source-Free Unsupervised Domain Adaptation
JiaHao Wu, Feng Ji, Li Peng, Jielong Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
Feng Ji, Yanan Zhao, Kai Zhao, Hanyang Meng, Jielong Yang, Wee Peng Tay
- ICLR 2025 Poster
- Readers: Everyone
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks
See Hian Lee, Feng Ji, Wee Peng Tay
- Accepted by TMLR
- Readers: Everyone
Refining Euclidean Obfuscatory Nodes Helps: A Joint-Space Graph Learning Method for Graph Neural Networks
Zhaogeng Liu, Feng Ji, Jielong Yang, Xiaofeng Cao, Muhan Zhang, Hechang Chen, Yi Chang
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone

View all 66 publications

Co-Authors

View all 61 co-authors