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Sijie Ruan

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

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Venues

AAAI ×3SIGKDD ×3ICDE ×2CIKM ×1ICML ×1IJCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

Shuliang Wang
×9
Hanning Yuan
×7
Ziqiang Yuan
×5
Yuxuan Liang
×4
Qianyu Yang
×4
Cheng Long
×4
Qianxiong Xu
×2
Jiabao Zhu
×2
Yiqing Zou
×2
Song Tang
×2
Yu Zheng
×2
Haoyu Han
×2

Papers

  1. AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing
    WWW 2026 ·
    Xusen Guo
    ,
    Mingxing Peng
    ,
    Xixuan Hao
    ,
    Xingchen Zou
    ,
    Qiongyan Wang
    , Sijie Ruan,
    Yuxuan Liang
  2. Explicit Intent-Enhanced Knowledge Distillation for Trip Recommendation
    AAAI 2026 ·
    Shuliang Wang
    ,
    Xiaoting Leng
    , Sijie Ruan,
    Dingqi Yang
    ,
    Yicheng Tang
    ,
    Qianyu Yang
    ,
    Qianxiong Xu
    ,
    Jiabao Zhu
    ,
    Hanning Yuan
  3. Meta Dynamic Graph for Traffic Flow Prediction
    AAAI 2026 ·
    Yiqing Zou
    ,
    Hanning Yuan
    ,
    Qianyu Yang
    ,
    Ziqiang Yuan
    ,
    Shuliang Wang
    , Sijie Ruan
  4. Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement Learning
    SIGKDD 2026 · Sijie Ruan,
    Renchi Jiang
    ,
    Song Tang
    ,
    Yexin Li
    ,
    Weixin Zhai
    ,
    Xinhao Liu
    ,
    Bingbing Hu
    ,
    Hanning Yuan
    ,
    Caicong Wu
    ,
    Shuliang Wang
  5. AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction
    ICDE 2025 ·
    Huaxu Han
    ,
    Shuliang Wang
    , Sijie Ruan,
    Qianyu Yang
    ,
    Yuxuan Liang
    ,
    Ziqiang Yuan
    ,
    Cheng Long
    ,
    Hanning Yuan
    ,
    Yu Zheng
  6. Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
    NeurIPS 2025 ·
    Xukai Zhang
    ,
    Shuliang Wang
    ,
    Guangyin Jin
    ,
    Ziqiang Yuan
    ,
    Hanning Yuan
    , Sijie Ruan
  7. Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
    ICML 2025 ·
    Kaijun Liu
    , Sijie Ruan,
    Liang Zhang
    ,
    Cheng Long
    ,
    Shuliang Wang
    ,
    Liang Yu
  8. KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
    AAAI 2025 ·
    Qianxiong Xu
    ,
    Cheng Long
    ,
    Ziyue Li
    , Sijie Ruan,
    Rui Zhao
    ,
    Zhishuai Li
  9. Spatial Hierarchical Meta-Learning for Single-Point Map Matching
    SIGKDD 2025 · Sijie Ruan,
    Yiqing Zou
    ,
    Qianyu Yang
    ,
    Haoyu Han
    ,
    Yeting Zhang
    ,
    Ziqiang Yuan
    ,
    Hanning Yuan
    ,
    Shuliang Wang
  10. DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference
    SIGKDD 2024 ·
    Shuliang Wang
    ,
    Xinyu Pan
    , Sijie Ruan,
    Haoyu Han
    ,
    Ziyu Wang
    ,
    Hanning Yuan
    ,
    Jiabao Zhu
    ,
    Qi Li
  11. Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
    IJCAI 2024 ·
    Kang Luo
    ,
    Yuanshao Zhu
    ,
    Wei Chen
    ,
    Kun Wang
    ,
    Zhengyang Zhou
    , Sijie Ruan,
    Yuxuan Liang
  12. TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning
    CIKM 2024 ·
    Xiaodu Yang
    , Sijie Ruan,
    Jinyu Li
    ,
    Yinliang Yue
    ,
    Bo Sun
  13. Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning
    ICDE 2024 ·
    Shuliang Wang
    ,
    Song Tang
    , Sijie Ruan,
    Cheng Long
    ,
    Yuxuan Liang
    ,
    Qi Li
    ,
    Ziqiang Yuan
    ,
    Jie Bao
    ,
    Yu Zheng