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Qianli Ma

South China University of Technology, Guangzhou, China

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

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Venues

ACL ×4ICML ×3AAAI ×2ICLR ×2SIGKDD ×2EMNLP ×1ICDE ×1NeurIPS ×1UAI ×1

Frequent coauthors

Zhen Liu
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Huawen Feng
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Binquan Wu
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Yicheng Luo
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Junhao Zheng
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Xidi Cai
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Boyuan Li
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Jian Xu
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Chongzhi Zhang
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Shengjie Qiu
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Papers

  1. A Unified Shape-Aware Foundation Model for Time Series Classification
    AAAI 2026 ·
    Zhen Liu
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  2. Interest Entropy: Rethinking Contrastive Learning for Sequential Recommendation with Interest Uncertainty
    SIGKDD 2026 ·
    Binquan Wu
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  3. Look and Think: Efficient Multimodal Reasoning via Modality-Decoupled Compression
    ACL 2026 ·
    Xidi Cai
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  4. Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
    ICML 2025 ·
    Yicheng Luo
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  5. HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
    ICML 2025 ·
    Boyuan Li
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  6. Learning Soft Sparse Shapes for Efficient Time-Series Classification
    ICML 2025 ·
    Zhen Liu
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  7. Spurious Forgetting in Continual Learning of Language Models
    ICLR 2025 ·
    Junhao Zheng
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  8. Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
    ICLR 2025 ·
    Huawen Feng
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  9. Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling
    UAI 2025 ·
    Jian Xu
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  10. WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
    ACL 2025 ·
    Huawen Feng
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  11. Conditional Logical Message Passing Transformer for Complex Query Answering
    SIGKDD 2024 ·
    Chongzhi Zhang
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  12. Diffusion Language-Shapelets for Semi-supervised Time-Series Classification
    AAAI 2024 ·
    Zhen Liu
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  13. Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
    EMNLP 2024 ·
    Huawen Feng
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  14. Incremental Sequence Labeling: A Tale of Two Shifts
    ACL 2024 ·
    Shengjie Qiu
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  15. Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
    NeurIPS 2024 ·
    Yicheng Luo
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  16. Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
    ACL 2024 ·
    Junhao Zheng
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  17. When Multi-Behavior Meets Multi-Interest: Multi-Behavior Sequential Recommendation with Multi-Interest Self-Supervised Learning
    ICDE 2024 ·
    Binquan Wu
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