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Yifang Yin

National University of Singapore, Singapore

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×4ACM MM ×2ICDE ×2IJCAI ×2WWW ×2CIKM ×1CVPR ×1ECML-PKDD ×1NeurIPS ×1

Frequent coauthors

Yuan Xie
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Mingxing Shao
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Haipeng Chen
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Wenhui Wu
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Jingqiao Xiu
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Kedi Lyu
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Fan Li
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Jinyu Cai
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Likai Tian
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Sifan Wu
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Junfeng Hu
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Qiu Zhou
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Papers

  1. Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks
    WWW 2026 ·
    Mingxing Shao
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  2. S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions
    WWW 2026 ·
    Wenhui Wu
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  3. Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation
    AAAI 2025 ·
    Haipeng Chen
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  4. Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
    AAAI 2025 ·
    Jingqiao Xiu
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  5. HVIS: A Human-like Vision and Inference System for Human Motion Prediction
    AAAI 2025 ·
    Kedi Lyu
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  6. Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
    ECML-PKDD 2025 ·
    Mingxing Shao
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  7. PBSM: Predictive Bi-Preference Stable Matching in Spatial Crowdsourcing
    ICDE 2025 ·
    Yuan Xie
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  8. Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
    IJCAI 2025 ·
    Fan Li
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  9. Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
    NeurIPS 2025 ·
    Jinyu Cai
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  10. Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval
    IJCAI 2024 ·
    Likai Tian
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  11. Joint-Motion Mutual Learning for Pose Estimation in Video
    ACM MM 2024 ·
    Sifan Wu
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  12. Prompt-Based Spatio-Temporal Graph Transfer Learning
    CIKM 2024 ·
    Junfeng Hu
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  13. Rethinking Human Motion Prediction with Symplectic Integral
    CVPR 2024 ·
    Haipeng Chen
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  14. SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection
    AAAI 2024 ·
    Qiu Zhou
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  15. Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification
    ACM MM 2024 ·
    Yuan Xie
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  16. Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract)
    ICDE 2024 ·
    Yuan Xie
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