PPaperPicks

Junsong Chen

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ICLR ×4ICCV ×3AAAI ×2ECCV ×2ICML ×1

Frequent coauthors

Enze Xie
×11
Junyu Chen
×7
Song Han
×7
Han Cai
×7
Jincheng Yu
×4
Zhenguo Li
×4
Yao Lu
×3
Haotian Tang
×3
Muyang Li
×3
Chongjian Ge
×3
Ping Luo
×3
Yecheng Wu
×2

Papers

  1. Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
    AAAI 2026 · Junsong Chen,
    Jiyuan Liu
    ,
    Suyuan Liu
    ,
    Wei Zhang
    ,
    Ao Li
    ,
    En Zhu
    ,
    Xinwang Liu
  2. DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
    ICCV 2025 ·
    Junyu Chen
    ,
    Dongyun Zou
    ,
    Wenkun He
    , Junsong Chen,
    Enze Xie
    ,
    Song Han
    ,
    Han Cai
  3. DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
    ICCV 2025 ·
    Yecheng Wu
    ,
    Junyu Chen
    ,
    Zhuoyang Zhang
    ,
    Enze Xie
    ,
    Jincheng Yu
    , Junsong Chen,
    Jinyi Hu
    ,
    Yao Lu
    ,
    Song Han
    ,
    Han Cai
  4. Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
    ICLR 2025 ·
    Junyu Chen
    ,
    Han Cai
    , Junsong Chen,
    Enze Xie
    ,
    Shang Yang
    ,
    Haotian Tang
    ,
    Muyang Li
    ,
    Song Han
  5. HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
    ICLR 2025 ·
    Haotian Tang
    ,
    Yecheng Wu
    ,
    Shang Yang
    ,
    Enze Xie
    , Junsong Chen,
    Junyu Chen
    ,
    Zhuoyang Zhang
    ,
    Han Cai
    ,
    Yao Lu
    ,
    Song Han
  6. SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
    ICML 2025 ·
    Enze Xie
    , Junsong Chen,
    Yuyang Zhao
    ,
    Jincheng Yu
    ,
    Ligeng Zhu
    ,
    Yujun Lin
    ,
    Zhekai Zhang
    ,
    Muyang Li
    ,
    Junyu Chen
    ,
    Han Cai
    ,
    Bingchen Liu
    ,
    Daquan Zhou
    ,
    Song Han
  7. SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
    ICCV 2025 · Junsong Chen,
    Shuchen Xue
    ,
    Yuyang Zhao
    ,
    Jincheng Yu
    ,
    Sayak Paul
    ,
    Junyu Chen
    ,
    Han Cai
    ,
    Song Han
    ,
    Enze Xie
  8. SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
    ICLR 2025 ·
    Enze Xie
    , Junsong Chen,
    Junyu Chen
    ,
    Han Cai
    ,
    Haotian Tang
    ,
    Yujun Lin
    ,
    Zhekai Zhang
    ,
    Muyang Li
    ,
    Ligeng Zhu
    ,
    Yao Lu
    ,
    Song Han
  9. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
    AAAI 2024 ·
    Tianqi Wang
    ,
    Sukmin Kim
    ,
    Wenxuan Ji
    ,
    Enze Xie
    ,
    Chongjian Ge
    , Junsong Chen,
    Zhenguo Li
    ,
    Ping Luo
  10. Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
    ECCV 2024 ·
    Shentong Mo
    ,
    Enze Xie
    ,
    Yue Wu
    , Junsong Chen,
    Matthias Nießner
    ,
    Zhenguo Li
  11. PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
    ECCV 2024 · Junsong Chen,
    Chongjian Ge
    ,
    Enze Xie
    ,
    Yue Wu
    ,
    Lewei Yao
    ,
    Xiaozhe Ren
    ,
    Zhongdao Wang
    ,
    Ping Luo
    ,
    Huchuan Lu
    ,
    Zhenguo Li
  12. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
    ICLR 2024 · Junsong Chen,
    Jincheng Yu
    ,
    Chongjian Ge
    ,
    Lewei Yao
    ,
    Enze Xie
    ,
    Zhongdao Wang
    ,
    James T. Kwok
    ,
    Ping Luo
    ,
    Huchuan Lu
    ,
    Zhenguo Li