PPaperPicks

Yang Song

University of New South Wales (UNSW), Sydney, NSW, Australia

27 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1283-1672 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×5CVPR ×4AAAI ×3ACM MM ×2ICCV ×2ICRA ×2IJCAI ×2AISTATS ×1ECAI ×1EMNLP ×1IROS ×1InterSpeech ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Maurice Pagnucco
×14
Lei Fan
×11
Donglin Di
×9
Cong Cong
×3
Mingcheng Qu
×3
Yue Gao
×3
Tonghua Su
×3
Shenyang Qian
×2
Mitchell Harley
×2
Imran Razzak
×2
Hao Li
×2
Sidong Liu
×2

Papers

  1. Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans
    AAAI 2026 ·
    Tammy Zhong
    , Yang Song,
    Maurice Pagnucco
  2. AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report
    ICCV 2025 ·
    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
    ,
    Kehuan Song
    ,
    Fang Liu
    ,
    Puhua Chen
    ,
    Xu Liu
    ,
    Jin Hu
    ,
    Jinyang Xu
    ,
    Biao Liu
  3. GRPose: Learning Graph Relations for Human Image Generation with Pose Priors
    AAAI 2025 ·
    Xiangchen Yin
    ,
    Donglin Di
    ,
    Lei Fan
    ,
    Hao Li
    ,
    Wei Chen
    ,
    Gouxiao Fei
    , Yang Song,
    Xiao Sun
    ,
    Xun Yang
  4. Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities
    MICCAI 2025 ·
    Junze Wang
    ,
    Lei Fan
    ,
    Weipeng Jing
    ,
    Donglin Di
    , Yang Song,
    Sidong Liu
    ,
    Cong Cong
  5. Interpretable Image Classification via Non-parametric Part Prototype Learning
    CVPR 2025 ·
    Zhijie Zhu
    ,
    Lei Fan
    ,
    Maurice Pagnucco
    , Yang Song
  6. LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning
    ACM MM 2025 ·
    Shibo Sun
    ,
    Xue Li
    ,
    Donglin Di
    ,
    Mingjie Wei
    ,
    Lanshun Nie
    ,
    Weinan Zhang
    ,
    Dechen Zhan
    , Yang Song,
    Lei Fan
  7. Location-Aware Parameter Fine-Tuning for Multimodal Image Segmentation
    MICCAI 2025 ·
    Sicong Gao
    ,
    Maurice Pagnucco
    , Yang Song
  8. MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
    CVPR 2025 ·
    Lei Fan
    ,
    Dongdong Fan
    ,
    Zhiguang Hu
    ,
    Yiwen Ding
    ,
    Donglin Di
    ,
    Kai Yi
    ,
    Maurice Pagnucco
    , Yang Song
  9. Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning
    MICCAI 2025 ·
    Mingcheng Qu
    ,
    Guang Yang
    ,
    Donglin Di
    ,
    Yue Gao
    ,
    Tonghua Su
    , Yang Song,
    Lei Fan
  10. Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance
    IJCAI 2025 ·
    Mingcheng Qu
    ,
    Guang Yang
    ,
    Donglin Di
    ,
    Tonghua Su
    ,
    Yue Gao
    , Yang Song,
    Lei Fan
  11. Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation
    CVPR 2025 ·
    Qingchen Tang
    ,
    Lei Fan
    ,
    Maurice Pagnucco
    , Yang Song
  12. RipGAN: A GAN-Based Rip Current Data Augmentation Method
    ICRA 2025 ·
    Shenyang Qian
    ,
    Mitchell Harley
    ,
    Imran Razzak
    , Yang Song
  13. SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment
    ACM MM 2025 ·
    Guoxin Zang
    ,
    Xue Li
    ,
    Donglin Di
    ,
    Lanshun Nie
    ,
    Dechen Zhan
    , Yang Song,
    Lei Fan
  14. Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection
    ICCV 2025 ·
    Lei Fan
    ,
    Junjie Huang
    ,
    Donglin Di
    ,
    Anyang Su
    ,
    Tianyou Song
    ,
    Maurice Pagnucco
    , Yang Song
  15. Spatially Gene Expression Prediction Using Dual-Scale Contrastive Learning
    MICCAI 2025 ·
    Mingcheng Qu
    ,
    Yuncong Wu
    ,
    Donglin Di
    ,
    Yue Gao
    ,
    Tonghua Su
    , Yang Song,
    Lei Fan
  16. Structure based SAT dataset for analysing GNN generalisation
    AISTATS 2025 ·
    Yi Fu
    ,
    Anthony Tompkins
    , Yang Song,
    Maurice Pagnucco
  17. SynerGuard: A Robust Framework for Point Cloud Classification via Local Geometry and Spatial Topology
    ICRA 2025 ·
    Haonan Zhong
    ,
    Wei Song
    ,
    Maurice Pagnucco
    , Yang Song
  18. Temporal Alignment of Time Sensitive Facts with Activation Engineering
    EMNLP 2025 ·
    Sanjay Govindan
    ,
    Maurice Pagnucco
    , Yang Song
  19. Decoupled Optimisation for Long-Tailed Visual Recognition
    AAAI 2024 ·
    Cong Cong
    ,
    Shiyu Xuan
    ,
    Sidong Liu
    ,
    Shiliang Zhang
    ,
    Maurice Pagnucco
    , Yang Song
  20. Domain Generalised Cell Nuclei Segmentation in Histopathology Images Using Domain-Aware Curriculum Learning and Colour-Perceived Meta Learning
    ECAI 2024 ·
    Kunzi Xie
    ,
    Ruoyu Guo
    ,
    Cong Cong
    ,
    Maurice Pagnucco
    , Yang Song
  21. Formalisation and Evaluation of Properties for Consequentialist Machine Ethics
    IJCAI 2024 ·
    Raynaldio Limarga
    , Yang Song,
    Abhaya Nayak
    ,
    David Rajaratnam
    ,
    Maurice Pagnucco
  22. Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
    NeurIPS 2024 ·
    Bethia Sun
    ,
    Maurice Pagnucco
    , Yang Song
  23. GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech
    InterSpeech 2024 ·
    Wenbin Wang
    , Yang Song,
    Sanjay Jha
  24. Large Language Models for Next Point-of-Interest Recommendation
    SIGIR 2024 ·
    Peibo Li
    ,
    Maarten de Rijke
    ,
    Hao Xue
    ,
    Shuang Ao
    , Yang Song,
    Flora D. Salim
  25. Refining Airway Segmentation Through Breakage Filling and Leakage Reduction Using Point Clouds
    IROS 2024 ·
    Yan Hu
    ,
    Erik Meijering
    , Yang Song
  26. Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
    CVPR 2024 ·
    Junyan Wang
    ,
    Zhenhong Sun
    ,
    Zhiyu Tan
    ,
    Xuanbai Chen
    ,
    Weihua Chen
    ,
    Hao Li
    ,
    Cheng Zhang
    , Yang Song
  27. XTranPrune: eXplainability-Aware Transformer Pruning for Bias Mitigation in Dermatological Disease Classification
    MICCAI 2024 ·
    Ali Ghadiri
    ,
    Maurice Pagnucco
    , Yang Song