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Xiaolin Han

Associate Professor

Northwestern Polytechnical University

China

Research Interests

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Articles (16)

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2027

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2027

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2026

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2026

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2024

Collaborators (3)

Yupei Zhang

University of Pennsylvania

UNITED STATES

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Jun Han

Assistant Professor

The Hong Kong University of Science and Technology

HONG KONG

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Han Yu

Associate Professor

Nanyang Technological University (NTU)

SINGAPORE

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Xiaolin Han

Research Interests

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Articles (16)

Learning transferable structural representations and reasoning for cross-domain sparse trajectory recovery

TideNet: A unified time-aware framework for sparse maritime trajectory recovery

FLASH: Fast Generative Retrieval via Autoregressive Semantic Hashing with Provably Distance Bounds

When Gradient Boosting Meets Adapter: Exploring Weak Learners for Parameter-Efficient Fine-tuning of LLMs

Effective Structurally Similar Community Search in Large Temporal Graphs

From Interaction Topology to Realized Context: Diagnosing Exposure in LLM-Agent Social Simulation

TrajLM: Transferable Mobility Pattern Distillation for Unified Trajectory Learning in Sparse Road Networks

Explainable Anomaly Detection in Dynamic Heterogeneous Graphs via Relation Evolution

SemExplorer: A User Interface for Semantic Approach to Customized Dataset Search

STORM: Spatio-Temporal Similar Trajectory Retrieval on Non-Uniform Maritime Data

TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks

UnG-MoCha: Neural Motif Counting in Uncertain Graphs

UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge

ReadGraph: Relational Evolution Enhanced Anomaly Detection in Dynamic Heterogeneous Graph

Hypergraph-Enhanced Multi-Granularity Stochastic Weight Completion in Sparse Road Networks

FDM: Effective and efficient incident detection on sparse trajectory data

Collaborators (3)

Yupei Zhang

Jun Han

Han Yu

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