PPaperPicks

Songhua Liu

18 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

CVPR ×5ICCV ×3ICML ×3NeurIPS ×3AAAI ×2ACL ×1ECCV ×1

Frequent coauthors

Ruonan Yu
DBLP profile ↗ORCID search ↗
×3
Bonan Li
DBLP profile ↗ORCID search ↗
×2
Jingwen Ye
DBLP profile ↗ORCID search ↗
×2
Xinyin Ma
DBLP profile ↗ORCID search ↗
×1
Xingyi Yang
DBLP profile ↗ORCID search ↗
×1
Yujia Hu
DBLP profile ↗ORCID search ↗
×1
Zhenxiong Tan
DBLP profile ↗ORCID search ↗
×1
Xinhao Tan
DBLP profile ↗ORCID search ↗
×1
Haoyu Chen
DBLP profile ↗ORCID search ↗
×1
Shizun Wang
DBLP profile ↗ORCID search ↗
×1
Junyuan Zhang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation
    AAAI 2026 ·
    Bonan Li
    DBLP profile ↗ORCID search ↗
  2. CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up
    NeurIPS 2025 · Songhua Liu
  3. Control and Realism: Best of Both Worlds in Layout-to-Image without Training
    ICML 2025 ·
    Bonan Li
    DBLP profile ↗ORCID search ↗
  4. Diffusion Model is Effectively Its Own Teacher
    CVPR 2025 ·
    Xinyin Ma
    DBLP profile ↗ORCID search ↗
  5. Hash3D: Training-free Acceleration for 3D Generation
    CVPR 2025 ·
    Xingyi Yang
    DBLP profile ↗ORCID search ↗
  6. Heavy Labels Out! Dataset Distillation with Label Space Lightening
    ICCV 2025 ·
    Ruonan Yu
    DBLP profile ↗ORCID search ↗
  7. Image Editing As Programs with Diffusion Models
    NeurIPS 2025 ·
    Yujia Hu
    DBLP profile ↗ORCID search ↗
  8. OminiControl: Minimal and Universal Control for Diffusion Transformer
    ICCV 2025 ·
    Zhenxiong Tan
    DBLP profile ↗ORCID search ↗
  9. Open-World Authorship Attribution
    ACL 2025 ·
    Xinhao Tan
    DBLP profile ↗ORCID search ↗
  10. POSTA: A Go-to Framework for Customized Artistic Poster Generation
    CVPR 2025 ·
    Haoyu Chen
    DBLP profile ↗ORCID search ↗
  11. Ultra-Resolution Adaptation with Ease
    ICML 2025 ·
    Ruonan Yu
    DBLP profile ↗ORCID search ↗
  12. UniversalBooth: Model-Agnostic Personalized Text-To-Image Generation
    ICCV 2025 · Songhua Liu
  13. Distilled Datamodel with Reverse Gradient Matching
    CVPR 2024 ·
    Jingwen Ye
    DBLP profile ↗ORCID search ↗
  14. MindBridge: A Cross-Subject Brain Decoding Framework
    CVPR 2024 ·
    Shizun Wang
    DBLP profile ↗ORCID search ↗
  15. Mutual-Modality Adversarial Attack with Semantic Perturbation
    AAAI 2024 ·
    Jingwen Ye
    DBLP profile ↗ORCID search ↗
  16. One-shot Federated Learning via Synthetic Distiller-Distillate Communication
    NeurIPS 2024 ·
    Junyuan Zhang
    DBLP profile ↗ORCID search ↗
  17. StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
    ICML 2024 · Songhua Liu
  18. Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching
    ECCV 2024 ·
    Ruonan Yu
    DBLP profile ↗ORCID search ↗