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Yuchen Liang

11 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICLR ×3NeurIPS ×3AAAI ×1AISTATS ×1CVPR ×1ECCV ×1ICRA ×1

Frequent coauthors

Ness B. Shroff
×4
Yingbin Liang
×4
Hanting Chen
×4
Lifeng Lai
×2
Peizhong Ju
×2
Yuchuan Tian
×2
Chao Xu
×2
Xiangzhong Fang
×2
Yunhe Wang
×2
Renxiang Huang
×1
Jing Han
×1
Chengcheng Wang
×1

Papers

  1. Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
    NeurIPS 2025 · Yuchen Liang,
    Renxiang Huang
    ,
    Lifeng Lai
    ,
    Ness Shroff
    ,
    Yingbin Liang
  2. Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
    ICLR 2025 · Yuchen Liang,
    Peizhong Ju
    ,
    Yingbin Liang
    ,
    Ness B. Shroff
  3. DiC: Rethinking Conv3x3 Designs in Diffusion Models
    CVPR 2025 ·
    Yuchuan Tian
    ,
    Jing Han
    ,
    Chengcheng Wang
    , Yuchen Liang,
    Chao Xu
    ,
    Hanting Chen
  4. Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
    NeurIPS 2025 · Yuchen Liang,
    Yingbin Liang
    ,
    Lifeng Lai
    ,
    Ness Shroff
  5. Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models
    ICLR 2025 · Yuchen Liang,
    Xiangzhong Fang
    ,
    Hanting Chen
    ,
    Yunhe Wang
  6. Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers
    ICLR 2025 · Yuchen Liang,
    Peizhong Ju
    ,
    Yingbin Liang
    ,
    Ness B. Shroff
  7. U-REPA: Aligning Diffusion U-Nets to ViTs
    NeurIPS 2025 ·
    Yuchuan Tian
    ,
    Hanting Chen
    ,
    Mengyu Zheng
    , Yuchen Liang,
    Chao Xu
    ,
    Yunhe Wang
  8. VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos
    AAAI 2025 ·
    Baoyu Liang
    ,
    Qile Su
    ,
    Shoutai Zhu
    , Yuchen Liang,
    Chao Tong
  9. Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets
    AISTATS 2024 ·
    Liyan Xie
    , Yuchen Liang,
    Venugopal V. Veeravalli
  10. Learning Quantized Adaptive Conditions for Diffusion Models
    ECCV 2024 · Yuchen Liang,
    Yuchan Tian
    ,
    Lei Yu
    ,
    Huaao Tang
    ,
    Jie Hu
    ,
    Xiangzhong Fang
    ,
    Hanting Chen
  11. Less is More: Physical-Enhanced Radar-Inertial Odometry
    ICRA 2024 ·
    Qiucan Huang
    , Yuchen Liang,
    Zhijian Qiao
    ,
    Shaojie Shen
    ,
    Huan Yin