Shengnan Guo

Venues

Frequent coauthors

Papers

1. RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting
   SIGKDD 2026 ·

   Haochen Lv

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2. SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
   ACL 2026 ·

   Boyan Shi

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3. STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
   ACL 2026 ·

   Shuyuan Zhao

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4. Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
   AAAI 2026 ·

   Xiaowei Mao

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5. Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning
   IJCAI 2025 ·

   Xinyan Hao

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6. DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
   AAAI 2025 ·

   Xiaowei Mao

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7. HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
   ICLR 2025 ·

   Mengqi Liao

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8. PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
   NeurIPS 2025 ·

   Tonglong Wei

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9. STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
   AAAI 2025 ·

   Yiheng Huang

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10. TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories
    IJCAI 2025 ·

    Zeyu Zhou

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11. TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
    NeurIPS 2025 ·

    Yichen Liu

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12. TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
    NeurIPS 2025 ·

    Tonglong Wei

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13. DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
    NeurIPS 2024 ·

    Hanyang Chen

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14. Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
    NeurIPS 2024 ·

    Letian Gong

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