Yang Song

Associate Professor, University of New South Wales

Joined

July 2019

Names

Yang Song

Emails

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

Personal Links

Career & Education History

Associate Professor

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

2018 – Present

Advisors, Relations & Conflicts

Coauthor

Maurice Pagnucco

2020 – Present

Coauthor

Erik Meijering

2020 – Present

Coauthor

Weidong Cai

2010 – Present

Expertise

Computer vision

Present

Biomedical image analysis

Present

Deep learning

Present

Publications

DGRNet: Disagreement-Guided Refinement for Uncertainty-Aware Brain Tumor Segmentation
Bahram Mohammadi, Yanqiu Wu, Vu Minh Hieu Phan, Sam White, Minh-Son To, Jian Yang, Quan Z. Sheng, Yang Song, Yuankai Qi
- OpenReview Archive Direct Upload
- Readers: Everyone
SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment
Guoxin Zang, Xue Li, Donglin Di, Lanshun Nie, Dechen Zhan, Yang Song, Lei Fan
- ACM MM 2025
- Readers: Everyone
Operationalising Ethical Principles in Planning with Large Language Models
Tammy Zhong, Yang Song, Maurice Pagnucco
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
ADNet: A Large-Scale and Extensible Multi-Domain Benchmark for Anomaly Detection Across 380 Real-World Categories
Hai Ling, Jia Guo, Zhulin Tao, Yunkang Cao, Donglin Di, Hongyan Xu, Xiu Su, Yang Song, Lei Fan
- CoRR 2025
- Readers: Everyone
One Dinomaly2 Detect Them All: A Unified Framework for Full-Spectrum Unsupervised Anomaly Detection
Jia Guo, Shuai Lu, Lei Fan, Zelin Li, Donglin Di, Yang Song, Weihang Zhang, Wenbing Zhu, Hong Yan, Fang Chen, Huiqi Li, Hongen Liao
- CoRR 2025
- Readers: Everyone
HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation
Lihuan Li, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
- Submitted to ICLR 2026
- Readers: Everyone
Visual Prompt-Agnostic Evolution
Junze Wang, Lei Fan, Dezheng Zhang, Weipeng Jing, Donglin Di, Yang Song, Sidong Liu, Cong Cong
- ICLR 2026 Poster
- Readers: Everyone
Vision-Based Multi-Future Trajectory Prediction: A Survey
Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report
Andrei Dumitriu, Florin Miron, Florin Tatui, Radu Tudor Ionescu, Radu Timofte, Aakash Ralhan, Florin-Alexandru Vasluianu, Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song, Pu Luo, Yumei Li, Cong Xu, Jinming Chai, Kexin Zhang, Licheng Jiao, Lingling Li, Siqi Yu, Chao Zhang et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment
Guoxin Zang, Xue Li, Donglin Di, Lanshun Nie, Dechen Zhan, Yang Song, Lei Fan
- CoRR 2025
- Readers: Everyone

View all 316 publications

Co-Authors

View all 321 co-authors