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Jinli Suo

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

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Venues

AAAI ×5ICLR ×2ACL ×1CVPR ×1ICML ×1

Frequent coauthors

Tingxiong Xiao
×7
Yuxiao Cheng
×6
Runzhao Yang
×4
Kunlun He
×3
Ruoran Li
×2
Wenxin Xiang
×2
Zongren Li
×2
Qionghai Dai
×2
Xinxin Song
×1
Xinghua Zhang
×1
Haiyang Yu
×1
Shitong Duan
×1

Papers

  1. COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series
    AAAI 2026 ·
    Xinxin Song
    ,
    Yuxiao Cheng
    ,
    Tingxiong Xiao
    , Jinli Suo
  2. MemPO: Self-Memory Policy Optimization for Long-Horizon Agents
    ACL 2026 ·
    Ruoran Li
    ,
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Shitong Duan
    ,
    Xiang Li
    ,
    Wenxin Xiang
    ,
    Chonghua Liao
    ,
    Xudong Guo
    ,
    Yongbin Li
    , Jinli Suo
  3. A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
    AAAI 2025 ·
    Ruoran Li
    ,
    Runzhao Yang
    ,
    Wenxin Xiang
    ,
    Yuxiao Cheng
    ,
    Tingxiong Xiao
    ,
    Lu Yang
    , Jinli Suo
  4. DVI: A Derivative-based Vision Network for INR
    ICML 2025 ·
    Runzhao Yang
    ,
    Xiaolong Wu
    ,
    Zhihong Zhang
    ,
    Fabian Zhang
    ,
    Tingxiong Xiao
    ,
    Zongren Li
    ,
    Kunlun He
    , Jinli Suo
  5. FIND: A Framework for Discovering Formulas in Data
    AAAI 2025 ·
    Tingxiong Xiao
    ,
    Yuxiao Cheng
    , Jinli Suo
  6. X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention
    ICLR 2025 ·
    Xiaochen Zhao
    ,
    Hongyi Xu
    ,
    Guoxian Song
    ,
    You Xie
    ,
    Chenxu Zhang
    ,
    Xiu Li
    ,
    Linjie Luo
    , Jinli Suo,
    Yebin Liu
  7. A Physics-Informed Low-Rank Deep Neural Network for Blind and Universal Lens Aberration Correction
    CVPR 2024 ·
    Jin Gong
    ,
    Runzhao Yang
    ,
    Weihang Zhang
    , Jinli Suo,
    Qionghai Dai
  8. CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series
    AAAI 2024 ·
    Yuxiao Cheng
    ,
    Lianglong Li
    ,
    Tingxiong Xiao
    ,
    Zongren Li
    , Jinli Suo,
    Kunlun He
    ,
    Qionghai Dai
  9. CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery
    ICLR 2024 ·
    Yuxiao Cheng
    ,
    Ziqian Wang
    ,
    Tingxiong Xiao
    ,
    Qin Zhong
    , Jinli Suo,
    Kunlun He
  10. SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations
    AAAI 2024 ·
    Tingxiong Xiao
    ,
    Runzhao Yang
    ,
    Yuxiao Cheng
    , Jinli Suo