Wei Huang

PhD student, University of New South Wales

Joined

September 2024

Names

Wei Huang (Preferred)

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of New South Wales (unsw.edu.au)

2024 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Dong Wen

Present

Coauthor

Hanchen Wang

Present

PhD Advisor

Wenjie Zhang

Present

Coauthor

Ying Zhang

Present

Coauthor

Xuemin Lin

Present

Expertise

Graph Neural Networks

Present

Combinatorial Optimization

Present

AI4DB

Present

Publications

DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching
Wei Huang, Hanchen Wang, Dong Wen, Wenjie Zhang, Ying Zhang, Xuemin Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN
Wei Huang, Hanchen Wang, Dong Wen, Shaozhen Ma, Wenjie Zhang, Xuemin Lin
- NeurIPS 2025 poster
- Readers: Everyone
Creation of a structured solar cell material dataset and performance prediction using large language models
Tong Xie, Yuwei Wan, Yufei Zhou, Wei Huang, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex
- Patterns 2024
- Readers: Everyone
Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT
Tong Xie, Yuwei Wan, Wei Huang, Yufei Zhou, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex
- CoRR 2023
- Readers: Everyone
DARWIN Series: Domain Specific Large Language Models for Natural Science
Tong Xie, Yuwei Wan, Wei Huang, Zhenyu Yin, Yixuan Liu, Shaozhou Wang, Qingyuan Linghu, Chunyu Kit, Clara Grazian, Wenjie Zhang, Imran Razzak, Bram Hoex
- CoRR 2023
- Readers: Everyone

Wei Huang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching

Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN

Creation of a structured solar cell material dataset and performance prediction using large language models

Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

DARWIN Series: Domain Specific Large Language Models for Natural Science

Co-Authors