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Yuanshao Zhu

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×5NeurIPS ×2SIGKDD ×2IJCAI ×1SIGIR ×1

Frequent coauthors

Xiangyu Zhao
×8
Xuetao Wei
×5
Qidong Liu
×5
Yuxuan Liang
×5
Zijian Zhang
×4
James Jian Qiao Yu
×4
Xiao Han
×2
Xian Wu
×2
Feng Tian
×2
Yefeng Zheng
×2
Wei Chen
×2
Guojiang Shen
×1

Papers

  1. Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization
    AAAI 2026 · Yuanshao Zhu,
    Xiangyu Zhao
    ,
    Zijian Zhang
    ,
    Xuetao Wei
    ,
    James Jianqiao Yu
  2. GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
    AAAI 2025 ·
    Xiao Han
    ,
    Zijian Zhang
    ,
    Xiangyu Zhao
    , Yuanshao Zhu,
    Guojiang Shen
    ,
    Xiangjie Kong
    ,
    Xuetao Wei
    ,
    Liqiang Nie
    ,
    Jieping Ye
  3. LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
    AAAI 2025 ·
    Qidong Liu
    ,
    Xian Wu
    ,
    Wanyu Wang
    ,
    Yejing Wang
    , Yuanshao Zhu,
    Xiangyu Zhao
    ,
    Feng Tian
    ,
    Yefeng Zheng
  4. Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision
    SIGKDD 2025 · Yuanshao Zhu,
    James Jianqiao Yu
    ,
    Xiangyu Zhao
    ,
    Xiao Han
    ,
    Qidong Liu
    ,
    Xuetao Wei
    ,
    Yuxuan Liang
  5. POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
    AAAI 2025 ·
    Jiawei Cheng
    ,
    Jingyuan Wang
    ,
    Yichuan Zhang
    ,
    Jiahao Ji
    , Yuanshao Zhu,
    Zhibo Zhang
    ,
    Xiangyu Zhao
  6. TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting
    NeurIPS 2025 ·
    Mingyuan Xia
    ,
    Chunxu Zhang
    ,
    Zijian Zhang
    ,
    Hao Miao
    ,
    Qidong Liu
    , Yuanshao Zhu,
    Bo Yang
  7. UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks
    AAAI 2025 ·
    Jie Zhao
    ,
    Chao Chen
    , Yuanshao Zhu,
    Mingyu Deng
    ,
    Yuxuan Liang
  8. UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
    NeurIPS 2025 · Yuanshao Zhu,
    James Jianqiao Yu
    ,
    Xiangyu Zhao
    ,
    Xun Zhou
    ,
    Liang Han
    ,
    Xuetao Wei
    ,
    Yuxuan Liang
  9. ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
    SIGKDD 2024 · Yuanshao Zhu,
    James Jian Qiao Yu
    ,
    Xiangyu Zhao
    ,
    Qidong Liu
    ,
    Yongchao Ye
    ,
    Wei Chen
    ,
    Zijian Zhang
    ,
    Xuetao Wei
    ,
    Yuxuan Liang
  10. 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
  11. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
    SIGIR 2024 ·
    Qidong Liu
    ,
    Xian Wu
    ,
    Xiangyu Zhao
    , Yuanshao Zhu,
    Derong Xu
    ,
    Feng Tian
    ,
    Yefeng Zheng