PPaperPicks

Huanhuan Chen

University of Science and Technology of China, Hefei, Anhui, China

18 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3918-384X ↗

Venues

AAAI ×5IJCAI ×5ICML ×4NeurIPS ×2AISTATS ×1InterSpeech ×1

Frequent coauthors

Xiren Zhou
×13
Xiangyu Wang
×9
Lyuzhou Chen
×6
Derui Lyu
×6
Taiyu Ban
×6
Shikang Liu
×6
Xin Wang
×6
Ao Chen
×4
Shengfei Lyu
×3
Yanze Gao
×2
Changxin Rong
×2
Chuyang Wei
×2

Papers

  1. Counterfactual-Driven Zero-Shot Classifier Expansion
    AAAI 2026 ·
    Xiangyu Wang
    ,
    Yanze Gao
    ,
    Changxin Rong
    ,
    Lyuzhou Chen
    ,
    Derui Lyu
    ,
    Xiren Zhou
    ,
    Taiyu Ban
    , Huanhuan Chen
  2. Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space
    AAAI 2026 ·
    Xiren Zhou
    ,
    Chuyang Wei
    ,
    Ao Chen
    ,
    Shikang Liu
    ,
    Xiangyu Wang
    , Huanhuan Chen
  3. SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification
    AAAI 2026 ·
    Shikang Liu
    ,
    Ziyu Tang
    ,
    Xiren Zhou
    , Huanhuan Chen
  4. Continuous Structure Constraint Integration for Robust Causal Discovery
    AISTATS 2025 ·
    Lyuzhou Chen
    ,
    Taiyu Ban
    ,
    Derui Lyu
    ,
    Yijia Sun
    ,
    Kangtao Hu
    ,
    Xiangyu Wang
    , Huanhuan Chen
  5. Differentiable Structure Learning with Ancestral Constraints
    ICML 2025 ·
    Taiyu Ban
    ,
    Changxin Rong
    ,
    Xiangyu Wang
    ,
    Lyuzhou Chen
    ,
    Xin Wang
    ,
    Derui Lyu
    ,
    Qinrui Zhu
    , Huanhuan Chen
  6. Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space
    AAAI 2025 ·
    Ao Chen
    ,
    Xiren Zhou
    , Huanhuan Chen
  7. Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
    IJCAI 2025 ·
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Kangyang Luo
    ,
    Lishan Yang
    , Huanhuan Chen,
    Chunyan Miao
  8. Expanding the Category of Classifiers with LLM Supervision
    IJCAI 2025 ·
    Derui Lyu
    ,
    Xiangyu Wang
    ,
    Taiyu Ban
    ,
    Lyuzhou Chen
    ,
    Xiren Zhou
    , Huanhuan Chen
  9. Fault Diagnosis in REDNet Model Space
    IJCAI 2025 ·
    Xiren Zhou
    ,
    Ziyu Tang
    ,
    Shikang Liu
    ,
    Ao Chen
    ,
    Xiangyu Wang
    , Huanhuan Chen
  10. Pattern-Guided Adaptive Prior for Structure Learning
    NeurIPS 2025 ·
    Lyuzhou Chen
    ,
    Yijia Sun
    ,
    Yanze Gao
    ,
    Xiangyu Wang
    ,
    Derui Lyu
    ,
    Taiyu Ban
    ,
    Xin Wang
    ,
    Xiren Zhou
    , Huanhuan Chen
  11. Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
    ICML 2025 ·
    Shikang Liu
    ,
    Chuyang Wei
    ,
    Xiren Zhou
    , Huanhuan Chen
  12. Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space
    IJCAI 2025 ·
    Xiren Zhou
    ,
    Shikang Liu
    ,
    Xinyu Yan
    ,
    Xiangyu Wang
    , Huanhuan Chen
  13. Variational Counterfactual Intervention Planning to Achieve Target Outcomes
    ICML 2025 ·
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Chi Luo
    ,
    Xiren Zhou
    , Huanhuan Chen
  14. A Dual-module Framework for Counterfactual Estimation over Time
    ICML 2024 ·
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Lishan Yang
    ,
    Yibing Zhan
    , Huanhuan Chen
  15. Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification
    AAAI 2024 ·
    Liangwei Chen
    ,
    Xiren Zhou
    , Huanhuan Chen
  16. Differentiable Structure Learning with Partial Orders
    NeurIPS 2024 ·
    Taiyu Ban
    ,
    Lyuzhou Chen
    ,
    Xiangyu Wang
    ,
    Xin Wang
    ,
    Derui Lyu
    , Huanhuan Chen
  17. Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features
    InterSpeech 2024 ·
    Liangwei Chen
    ,
    Xiren Zhou
    ,
    Qiang Tu
    , Huanhuan Chen
  18. Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data
    IJCAI 2024 ·
    Xiren Zhou
    ,
    Shikang Liu
    ,
    Ao Chen
    , Huanhuan Chen