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Qingsong Wang

8 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

AAAI ×1AISTATS ×1CVPR ×1EMNLP ×1ICLR ×1ICML ×1NDSS ×1NeurIPS ×1

Frequent coauthors

Wang Lin
×2
Yueying Feng
×2
Chang Yao
×2
Jingyuan Chen
×2
Zhengchao Wan
×2
Bao Wang
×2
Yu Zheng
×1
Chenang Li
×1
Zhou Li
×1
Tao Wu
×1
Gongsheng Yuan
×1
Gal Mishne
×1

Papers

  1. Convergent Privacy Framework for Multi-layer GNNs through Contractive Message Passing
    NDSS 2026 ·
    Yu Zheng
    ,
    Chenang Li
    ,
    Zhou Li
    , Qingsong Wang
  2. Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
    EMNLP 2025 · Qingsong Wang,
    Tao Wu
    ,
    Wang Lin
    ,
    Yueying Feng
    ,
    Gongsheng Yuan
    ,
    Chang Yao
    ,
    Jingyuan Chen
  3. Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers
    ICML 2025 ·
    Zhengchao Wan
    , Qingsong Wang,
    Gal Mishne
    ,
    Yusu Wang
  4. Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders
    CVPR 2025 ·
    Wang Lin
    , Qingsong Wang,
    Yueying Feng
    ,
    Shulei Wang
    ,
    Tao Jin
    ,
    Zhou Zhao
    ,
    Fei Wu
    ,
    Chang Yao
    ,
    Jingyuan Chen
  5. Seeds of Structure: Patch PCA Reveals Universal Compositional Cues in Diffusion Models
    NeurIPS 2025 · Qingsong Wang,
    Zhengchao Wan
    ,
    Misha Belkin
    ,
    Yusu Wang
  6. A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems
    AAAI 2024 · Qingsong Wang,
    Zehui Liu
    ,
    Chunfeng Cui
    ,
    Deren Han
  7. Efficient Score Matching with Deep Equilibrium Layers
    ICLR 2024 ·
    Yuhao Huang
    , Qingsong Wang,
    Akwum Onwunta
    ,
    Bao Wang
  8. Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs
    AISTATS 2024 ·
    Justin M. Baker
    , Qingsong Wang,
    Martin Berzins
    ,
    Thomas Strohmer
    ,
    Bao Wang