PPaperPicks

Yan Lin

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4AAAI ×3SIGKDD ×3IJCAI ×1WWW ×1

Frequent coauthors

Shengnan Guo
×8
Huaiyu Wan
×8
Youfang Lin
×7
Jilin Hu
×7
Xiaowei Mao
×3
Gao Cong
×3
Haomin Wen
×3
Zeyu Zhou
×3
Letian Gong
×2
Tonglong Wei
×2
Yichen Liu
×2
Haochen Lv
×1

Papers

  1. RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting
    SIGKDD 2026 ·
    Haochen Lv
    , Yan Lin,
    Shengnan Guo
    ,
    Xiaowei Mao
    ,
    Hong Nie
    ,
    Letian Gong
    ,
    Youfang Lin
    ,
    Huaiyu Wan
  2. SculptDrug: A Spatial Condition-Aware Bayesian Flow Model for Structure-based Drug Design
    AAAI 2026 ·
    Qingsong Zhong
    ,
    Haomin Yu
    , Yan Lin,
    Wangmeng Shen
    ,
    Long Zeng
    ,
    Jilin Hu
  3. Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
    AAAI 2026 ·
    Xiaowei Mao
    ,
    Huihu Ding
    , Yan Lin,
    Tingrui Wu
    ,
    Shengnan Guo
    ,
    Dazhuo Qiu
    ,
    Feiling Fang
    ,
    Jilin Hu
    ,
    Huaiyu Wan
  4. Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?
    SIGKDD 2026 ·
    Shuo Liu
    ,
    Di Yao
    , Yan Lin,
    Gao Cong
    ,
    Jingping Bi
  5. DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
    SIGKDD 2025 ·
    Xiangfei Qiu
    ,
    Xingjian Wu
    , Yan Lin,
    Chenjuan Guo
    ,
    Jilin Hu
    ,
    Bin Yang
  6. DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
    AAAI 2025 ·
    Xiaowei Mao
    , Yan Lin,
    Shengnan Guo
    ,
    Yubin Chen
    ,
    Xingyu Xian
    ,
    Haomin Wen
    ,
    Qisen Xu
    ,
    Youfang Lin
    ,
    Huaiyu Wan
  7. PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
    NeurIPS 2025 ·
    Tonglong Wei
    , Yan Lin,
    Youfang Lin
    ,
    Shengnan Guo
    ,
    Jilin Hu
    ,
    Haitao Yuan
    ,
    Gao Cong
    ,
    Huaiyu Wan
  8. Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language Models
    WWW 2025 ·
    Yongfu Wei
    , Yan Lin,
    Hongfan Gao
    ,
    Ronghui Xu
    ,
    Sean Bin Yang
    ,
    Jilin Hu
  9. TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories
    IJCAI 2025 ·
    Zeyu Zhou
    , Yan Lin,
    Haomin Wen
    ,
    Shengnan Guo
    ,
    Jilin Hu
    ,
    Youfang Lin
    ,
    Huaiyu Wan
  10. TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
    NeurIPS 2025 ·
    Yichen Liu
    , Yan Lin,
    Shengnan Guo
    ,
    Zeyu Zhou
    ,
    Youfang Lin
    ,
    Huaiyu Wan
  11. TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
    NeurIPS 2025 ·
    Tonglong Wei
    , Yan Lin,
    Zeyu Zhou
    ,
    Haomin Wen
    ,
    Jilin Hu
    ,
    Shengnan Guo
    ,
    Youfang Lin
    ,
    Gao Cong
    ,
    Huaiyu Wan
  12. Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
    NeurIPS 2024 ·
    Letian Gong
    , Yan Lin,
    Xinyue Zhang
    ,
    Yiwen Lu
    ,
    Xuedi Han
    ,
    Yichen Liu
    ,
    Shengnan Guo
    ,
    Youfang Lin
    ,
    Huaiyu Wan