PPaperPicks

Naiqi Li

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

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Venues

AAAI ×3ICML ×2IJCAI ×2NeurIPS ×2ACM MM ×1CVPR ×1ICLR ×1ICRA ×1WWW ×1

Frequent coauthors

Tao Dai
×12
Shu-Tao Xia
×12
Peiyuan Liu
×7
Jigang Bao
×4
Yong Jiang
×4
Bin Chen
×4
Yuqiu Xie
×3
Beiliang Wu
×3
Hang Guo
×2
YuJun Liu
×2
Yaohua Zha
×2
Yifan Hu
×2

Papers

  1. CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
    AAAI 2025 ·
    Peiyuan Liu
    ,
    Hang Guo
    ,
    Tao Dai
    , Naiqi Li,
    Jigang Bao
    ,
    Xudong Ren
    ,
    Yong Jiang
    ,
    Shu-Tao Xia
  2. DNF: Unconditional 4D Generation with Dictionary-based Neural Fields
    CVPR 2025 ·
    Xinyi Zhang
    , Naiqi Li,
    Angela Dai
  3. Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution
    AAAI 2025 ·
    Jiarui Yang
    ,
    Tao Dai
    ,
    Yufei Zhu
    , Naiqi Li,
    Jinmin Li
    ,
    Shu-Tao Xia
  4. Efficient Differentiable Approximation of Generalized Low-rank Regularization
    IJCAI 2025 · Naiqi Li,
    Yuqiu Xie
    ,
    Peiyuan Liu
    ,
    Tao Dai
    ,
    Yong Jiang
    ,
    Shutao Xia
  5. Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning
    ICRA 2025 ·
    Yujun Liu
    ,
    Yaohua Zha
    , Naiqi Li,
    Tao Dai
    ,
    Bin Chen
    ,
    Shu-Tao Xia
  6. MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns
    WWW 2025 ·
    YuJun Liu
    ,
    Chen-Hui Song
    ,
    Peiyuan Liu
    , Naiqi Li,
    Tao Dai
    ,
    Jigang Bao
    ,
    Yong Jiang
    ,
    Shu-Tao Xia
  7. TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
    ICML 2025 ·
    Peiyuan Liu
    ,
    Beiliang Wu
    ,
    Yifan Hu
    , Naiqi Li,
    Tao Dai
    ,
    Jigang Bao
    ,
    Shu-Tao Xia
  8. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
    ICML 2025 ·
    Yifan Hu
    ,
    Guibin Zhang
    ,
    Peiyuan Liu
    ,
    Disen Lan
    , Naiqi Li,
    Dawei Cheng
    ,
    Tao Dai
    ,
    Shu-Tao Xia
    ,
    Shirui Pan
  9. DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
    NeurIPS 2024 ·
    Tao Dai
    ,
    Beiliang Wu
    ,
    Peiyuan Liu
    , Naiqi Li,
    Xue Yuerong
    ,
    Shu-Tao Xia
    ,
    Zexuan Zhu
  10. GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
    IJCAI 2024 ·
    Yuqiu Xie
    ,
    Bolin Jiang
    ,
    Jiawei Li
    , Naiqi Li,
    Bin Chen
    ,
    Tao Dai
    ,
    Yuang Peng
    ,
    Shu-Tao Xia
  11. IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection
    ACM MM 2024 ·
    Bolin Jiang
    ,
    Yuqiu Xie
    ,
    Jiawei Li
    , Naiqi Li,
    Bin Chen
    ,
    Shu-Tao Xia
  12. LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
    NeurIPS 2024 ·
    Yaohua Zha
    , Naiqi Li,
    Yanzi Wang
    ,
    Tao Dai
    ,
    Hang Guo
    ,
    Bin Chen
    ,
    Zhi Wang
    ,
    Zhihao Ouyang
    ,
    Shu-Tao Xia
  13. Periodicity Decoupling Framework for Long-term Series Forecasting
    ICLR 2024 ·
    Tao Dai
    ,
    Beiliang Wu
    ,
    Peiyuan Liu
    , Naiqi Li,
    Jigang Bao
    ,
    Yong Jiang
    ,
    Shu-Tao Xia
  14. Procedural Level Generation with Diffusion Models from a Single Example
    AAAI 2024 ·
    Shiqi Dai
    ,
    Xuanyu Zhu
    , Naiqi Li,
    Tao Dai
    ,
    Zhi Wang