PPaperPicks

Yifang Yin

National University of Singapore, Singapore

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

DBLP profile ↗ORCID 0000-0002-6525-6133 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Roger Zimmermann
×7
Tiancheng Zhang
×4
Minghe Yu
×4
Ge Yu
×4
Zhenguang Liu
×4
Yuan Xie
×4
Mingxing Shao
×3
Haipeng Chen
×3
Yingying Jiao
×3
Wenhui Wu
×2
Zikai Li
×2
Hengyu Liu
×2

Papers

  1. Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks
    WWW 2026 ·
    Mingxing Shao
    ,
    Tiancheng Zhang
    , Yifang Yin,
    Wenhui Wu
    ,
    Zikai Li
    ,
    Minghe Yu
    ,
    Fangling Leng
    ,
    Ge Yu
  2. S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions
    WWW 2026 ·
    Wenhui Wu
    ,
    Tiancheng Zhang
    ,
    Hengyu Liu
    ,
    Lun Du
    ,
    Zikai Li
    ,
    Mingxing Shao
    ,
    Minghe Yu
    , Yifang Yin,
    Ge Yu
  3. Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation
    AAAI 2025 ·
    Haipeng Chen
    ,
    Sifan Wu
    ,
    Zhigang Wang
    , Yifang Yin,
    Yingying Jiao
    ,
    Yingda Lyu
    ,
    Zhenguang Liu
  4. Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
    AAAI 2025 ·
    Jingqiao Xiu
    ,
    Mengze Li
    ,
    Zongxin Yang
    ,
    Wei Ji
    , Yifang Yin,
    Roger Zimmermann
  5. HVIS: A Human-like Vision and Inference System for Human Motion Prediction
    AAAI 2025 ·
    Kedi Lyu
    ,
    Haipeng Chen
    ,
    Zhenguang Liu
    , Yifang Yin,
    Yukang Lin
    ,
    Yingying Jiao
  6. Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
    ECML-PKDD 2025 ·
    Mingxing Shao
    ,
    Tiancheng Zhang
    ,
    Minghe Yu
    ,
    Zhenghao Liu
    , Yifang Yin,
    Hengyu Liu
    ,
    Ge Yu
  7. PBSM: Predictive Bi-Preference Stable Matching in Spatial Crowdsourcing
    ICDE 2025 ·
    Yuan Xie
    ,
    Yumeng Liu
    ,
    Xu Zhou
    , Yifang Yin,
    Kenli Li
    ,
    Roger Zimmermann
  8. Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
    IJCAI 2025 ·
    Fan Li
    ,
    Tiancheng Zhang
    , Yifang Yin,
    Minghe Yu
    ,
    Mengxiang Wang
    ,
    Ge Yu
  9. Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
    NeurIPS 2025 ·
    Jinyu Cai
    ,
    Yuan Xie
    ,
    Glynnis Lim
    , Yifang Yin,
    Roger Zimmermann
    ,
    See-Kiong Ng
  10. Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval
    IJCAI 2024 ·
    Likai Tian
    ,
    Zhengwei Yang
    ,
    Zechao Hu
    ,
    Hao Li
    , Yifang Yin,
    Zheng Wang
  11. Joint-Motion Mutual Learning for Pose Estimation in Video
    ACM MM 2024 ·
    Sifan Wu
    ,
    Haipeng Chen
    , Yifang Yin,
    Sihao Hu
    ,
    Runyang Feng
    ,
    Yingying Jiao
    ,
    Ziqi Yang
    ,
    Zhenguang Liu
  12. Prompt-Based Spatio-Temporal Graph Transfer Learning
    CIKM 2024 ·
    Junfeng Hu
    ,
    Xu Liu
    ,
    Zhencheng Fan
    , Yifang Yin,
    Shili Xiang
    ,
    Savitha Ramasamy
    ,
    Roger Zimmermann
  13. Rethinking Human Motion Prediction with Symplectic Integral
    CVPR 2024 ·
    Haipeng Chen
    ,
    Kedi Lyu
    ,
    Zhenguang Liu
    , Yifang Yin,
    Xun Yang
    ,
    Yingda Lyu
  14. SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection
    AAAI 2024 ·
    Qiu Zhou
    ,
    Jinming Cao
    ,
    Hanchao Leng
    , Yifang Yin,
    Yu Kun
    ,
    Roger Zimmermann
  15. Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification
    ACM MM 2024 ·
    Yuan Xie
    ,
    Yichen Zhang
    , Yifang Yin,
    Sheng Zhang
    ,
    Ying Zhang
    ,
    Rajiv Ratn Shah
    ,
    Roger Zimmermann
    ,
    Guoqing Xiao
  16. Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract)
    ICDE 2024 ·
    Yuan Xie
    ,
    Fan Wu
    ,
    Xu Zhou
    ,
    Wensheng Luo
    , Yifang Yin,
    Roger Zimmermann
    ,
    Keqin Li
    ,
    Kenli Li