Xinyang Chen

Venues

Frequent coauthors

Papers

1. LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language Models
   SIGKDD 2026 ·

   Jiacheng You

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2. SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
   ACL 2026 ·

   Weiyang Huang

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3. A Survey on the Feedback Mechanism of LLM-based AI Agents
   IJCAI 2025 ·

   Zhipeng Liu

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4. Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components
   AAAI 2025 ·

   Tengxue Zhang

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5. Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
   NeurIPS 2025 ·

   Mingyang Liu

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6. Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification
   ICCV 2025 ·

   Mingyang Liu

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7. Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales
   AAAI 2025 ·

   Xinyu Yang

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8. Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
   ICML 2025 ·

   Yuchen Wang

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9. Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
   NeurIPS 2025 ·

   Jiacheng You

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10. Unified Transferability Metrics for Time Series Foundation Models
    NeurIPS 2025 ·

    Weiyang Zhang

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11. Boosting Transferability and Discriminability for Time Series Domain Adaptation
    NeurIPS 2024 ·

    Mingyang Liu

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12. Frequency-aware Generative Models for Multivariate Time Series Imputation
    NeurIPS 2024 ·

    Xinyu Yang

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13. Recommender Transformers with Behavior Pathways
    WWW 2024 ·

    Zhiyu Yao

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14. Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
    NeurIPS 2024 ·

    Xiaodan Chen

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15. Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment
    ICML 2024 ·

    Haokun Gui

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