PPaperPicks

Zhongkai Hao

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

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Venues

ICML ×5NeurIPS ×4AAAI ×1ICLR ×1

Frequent coauthors

Hang Su
×7
Jun Zhu
×4
Songming Liu
×3
Ze Cheng
×2
Xiaoqiang Wang
×2
Jianing Huang
×2
Pengwei Liu
×2
Xingyu Ren
×2
Hangjie Yuan
×2
Dong Ni
×2
Zipeng Xiao
×2
Bokai Lin
×2

Papers

  1. Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators
    ICML 2025 ·
    Ze Cheng
    ,
    Zhuoyu Li
    ,
    Xiaoqiang Wang
    ,
    Jianing Huang
    ,
    Zhizhou Zhang
    , Zhongkai Hao,
    Hang Su
  2. AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries
    AAAI 2025 ·
    Pengwei Liu
    ,
    Pengkai Wang
    ,
    Xingyu Ren
    ,
    Hangjie Yuan
    , Zhongkai Hao,
    Chao Xu
    ,
    Shengze Cai
    ,
    Dong Ni
  3. Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
    ICLR 2024 ·
    Hong Wang
    , Zhongkai Hao,
    Jie Wang
    ,
    Zijie Geng
    ,
    Zhen Wang
    ,
    Bin Li
    ,
    Feng Wu
  4. Amortized Fourier Neural Operators
    NeurIPS 2024 ·
    Zipeng Xiao
    ,
    Siqi Kou
    , Zhongkai Hao,
    Bokai Lin
    ,
    Zhijie Deng
  5. DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
    ICML 2024 · Zhongkai Hao,
    Chang Su
    ,
    Songming Liu
    ,
    Julius Berner
    ,
    Chengyang Ying
    ,
    Hang Su
    ,
    Anima Anandkumar
    ,
    Jian Song
    ,
    Jun Zhu
  6. Diffusion Models are Certifiably Robust Classifiers
    NeurIPS 2024 ·
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Shitong Shao
    , Zhongkai Hao,
    Xiao Yang
    ,
    Hang Su
    ,
    Jun Zhu
  7. Improved Operator Learning by Orthogonal Attention
    ICML 2024 ·
    Zipeng Xiao
    , Zhongkai Hao,
    Bokai Lin
    ,
    Zhijie Deng
    ,
    Hang Su
  8. PAPM: A Physics-aware Proxy Model for Process Systems
    ICML 2024 ·
    Pengwei Liu
    , Zhongkai Hao,
    Xingyu Ren
    ,
    Hangjie Yuan
    ,
    Jiayang Ren
    ,
    Dong Ni
  9. PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
    NeurIPS 2024 ·
    Chengyang Ying
    , Zhongkai Hao,
    Xinning Zhou
    ,
    Xuezhou Xu
    ,
    Hang Su
    ,
    Xingxing Zhang
    ,
    Jun Zhu
  10. PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
    NeurIPS 2024 · Zhongkai Hao,
    Jiachen Yao
    ,
    Chang Su
    ,
    Hang Su
    ,
    Ziao Wang
    ,
    Fanzhi Lu
    ,
    Zeyu Xia
    ,
    Yichi Zhang
    ,
    Songming Liu
    ,
    Lu Lu
    ,
    Jun Zhu
  11. Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
    ICML 2024 ·
    Ze Cheng
    , Zhongkai Hao,
    Xiaoqiang Wang
    ,
    Jianing Huang
    ,
    Youjia Wu
    ,
    Xudan Liu
    ,
    Yiru Zhao
    ,
    Songming Liu
    ,
    Hang Su