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Xinyang Chen

15 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

NeurIPS ×6AAAI ×2ICML ×2ACL ×1ICCV ×1IJCAI ×1SIGKDD ×1WWW ×1

Frequent coauthors

Xiucheng Li
×9
Weili Guan
×7
Liqiang Nie
×7
Xuefeng Bai
×3
Kehai Chen
×3
Yang Shu
×3
Mingyang Liu
×3
Yu Sun
×3
Jiacheng You
×2
Min Zhang
×2
Xinyu Yang
×2
Xiaojie Yuan
×2

Papers

  1. LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language Models
    SIGKDD 2026 ·
    Jiacheng You
    ,
    Jingcheng Yang
    ,
    Yuhang Xie
    ,
    Zhongxuan Wu
    ,
    Xiucheng Li
    ,
    Feng Li
    ,
    Pengjie Wang
    ,
    Jian Xu
    ,
    Bo Zheng
    , Xinyang Chen
  2. SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
    ACL 2026 ·
    Weiyang Huang
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    , Xinyang Chen,
    Yibin Chen
    ,
    Weili Guan
    ,
    Min Zhang
  3. A Survey on the Feedback Mechanism of LLM-based AI Agents
    IJCAI 2025 ·
    Zhipeng Liu
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    , Xinyang Chen,
    Xiucheng Li
    ,
    Yang Xiang
    ,
    Jin Liu
    ,
    Hong-Dong Li
    ,
    Yaowei Wang
    ,
    Liqiang Nie
    ,
    Min Zhang
  4. Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components
    AAAI 2025 ·
    Tengxue Zhang
    ,
    Yang Shu
    , Xinyang Chen,
    Yifei Long
    ,
    Chenjuan Guo
    ,
    Bin Yang
  5. Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
    NeurIPS 2025 ·
    Mingyang Liu
    , Xinyang Chen,
    Xiucheng Li
    ,
    Weili Guan
    ,
    Liqiang Nie
  6. Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification
    ICCV 2025 ·
    Mingyang Liu
    , Xinyang Chen,
    Yang Shu
    ,
    Xiucheng Li
    ,
    Weili Guan
    ,
    Liqiang Nie
  7. Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales
    AAAI 2025 ·
    Xinyu Yang
    ,
    Yu Sun
    , Xinyang Chen,
    Ying Zhang
    ,
    Xiaojie Yuan
  8. Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
    ICML 2025 ·
    Yuchen Wang
    ,
    Xuefeng Bai
    ,
    Xiucheng Li
    ,
    Weili Guan
    ,
    Liqiang Nie
    , Xinyang Chen
  9. Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
    NeurIPS 2025 ·
    Jiacheng You
    , Xinyang Chen,
    Yu Sun
    ,
    Weili Guan
    ,
    Liqiang Nie
  10. Unified Transferability Metrics for Time Series Foundation Models
    NeurIPS 2025 ·
    Weiyang Zhang
    , Xinyang Chen,
    Xiucheng Li
    ,
    Kehai Chen
    ,
    Weili Guan
    ,
    Liqiang Nie
  11. Boosting Transferability and Discriminability for Time Series Domain Adaptation
    NeurIPS 2024 ·
    Mingyang Liu
    , Xinyang Chen,
    Yang Shu
    ,
    Xiucheng Li
    ,
    Weili Guan
    ,
    Liqiang Nie
  12. Frequency-aware Generative Models for Multivariate Time Series Imputation
    NeurIPS 2024 ·
    Xinyu Yang
    ,
    Yu Sun
    ,
    Xiaojie Yuan
    , Xinyang Chen
  13. Recommender Transformers with Behavior Pathways
    WWW 2024 ·
    Zhiyu Yao
    , Xinyang Chen,
    Sinan Wang
    ,
    Qinyan Dai
    ,
    Yumeng Li
    ,
    Tanchao Zhu
    ,
    Mingsheng Long
  14. Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
    NeurIPS 2024 ·
    Xiaodan Chen
    ,
    Xiucheng Li
    , Xinyang Chen,
    Zhijun Li
  15. Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment
    ICML 2024 ·
    Haokun Gui
    ,
    Xiucheng Li
    , Xinyang Chen