Peng Han

Venues

Frequent coauthors

Papers

1. If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
   ACL 2026 ·

   Siqi Fan

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2. PORCA: Root Cause Analysis with Partially Observed Data
   ICDE 2026 ·

   Chang Gong

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3. Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation
   IJCAI 2025 ·

   Xuan Rao

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4. Grid and Road Expressions Are Complementary for Trajectory Representation Learning
   SIGKDD 2025 ·

   Silin Zhou

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5. Not All Layers of LLMs Are Necessary During Inference
   IJCAI 2025 ·

   Siqi Fan

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6. Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
   ACL 2025 ·

   Siqi Fan

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7. ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
   IJCAI 2025 ·

   Hongyu Wang

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8. Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation
   WWW 2025 ·

   Xuan Rao

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9. Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering
   ICDE 2024 ·

   Di Yao

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10. KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
    AAAI 2024 ·

    Zhen Chen

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11. Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting
    ICDE 2024 ·

    Minbo Ma

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12. Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
    AAAI 2024 ·

    Peng Tang

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13. TEAM: Topological Evolution-aware Framework for Traffic Forecasting
    VLDB 2024 ·

    Duc Kieu

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