Pengfei Ding

Postdoc, Macquarie University

Joined

May 2024

Names

Pengfei Ding (Preferred)

Emails

****@students.mq.edu.au (Confirmed)

,

****@mq.edu.au (Confirmed)

Personal Links

Career & Education History

Postdoc

Macquarie University (mq.edu.au)

2024 – Present

PhD student

Computing, Macquarie University (mq.edu.au)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2024

Expertise

No areas of expertise listed

Publications

Adaptive Graph Unlearning
Pengfei Ding, Yan Wang, Guanfeng Liu, Jiajie Zhu
- IJCAI 2025
- Readers: Everyone
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs
Pengfei Ding, Yan Wang, Guanfeng Liu, Nan Wang
- CoRR 2024
- Readers: Everyone
Few-shot Learning on Heterogeneous Graphs: Challenges, Progress, and Prospects
Pengfei Ding, Yan Wang, Guanfeng Liu
- CoRR 2024
- Readers: Everyone
Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs
Pengfei Ding, Yan Wang, Guanfeng Liu, Xiaofang Zhou
- IEEE Trans. Knowl. Data Eng. 2023
- Readers: Everyone
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery
Pengfei Ding, Guanfeng Liu, Yan Wang, Kai Zheng, Xiaofang Zhou
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- IEEE Trans. Knowl. Data Eng. 2023
- Readers: Everyone
Cross-heterogeneity Graph Few-shot Learning
Pengfei Ding, Yan Wang, Guanfeng Liu
- CoRR 2023
- Readers: Everyone
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs
Pengfei Ding, Yan Wang, Guanfeng Liu, Xiaofang Zhou
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery
Pengfei Ding, Guanfeng Liu, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng
- Published: 01 Jan 2019, Last Modified: 05 Oct 2023
- ICDM 2019
- Readers: Everyone

Co-Authors