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Sijie Ruan

Assistant Professor

Beijing Institute of Technology

China

Research Interests

Articles (20)

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2026

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2026

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2025

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2024

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2024

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2024

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2023

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2023

Collaborators (1)

Fugee Tsung

Chair Professor

The Hong Kong University of Science and Technology

HONG KONG

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Sijie Ruan

Research Interests

Articles (20)

Hierarchical Reinforcement Learning for Cooperative Air-Ground Delivery in Urban System

SDC: a parameter-free clustering algorithm for incomplete datasets

Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement Learning

The 15th International Workshop on Urban Computing

AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing

A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction

LeCDSR: Large language model enhanced cross-domain sequential recommendation

DWCL: Dual-Weighted Contrastive Learning for robust multi-view clustering

Spatial Hierarchical Meta-Learning for Single-Point Map Matching

Highly improve the accuracy of clustering algorithms based on shortest path distance

Hierarchical Gating Network for Cross-Domain Sequential Recommendation

Spatial Meta Learning With Comprehensive Prior Knowledge Injection for Service Time Prediction

Modeling On-road Trajectories with Multi-task Learning

FieldMapper: Automated Agricultural Field Delineation via Vision Foundation Model and Machinery Trajectories

TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning

DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference

PETNet: Plaintext-aware encrypted traffic detection network for identifying Cobalt Strike HTTPS traffics

DelvMap: Completing Residential Roads in Maps Based on Couriers’ Trajectories and Satellite Imagery

A Novel Approach for Company Real Workplace Identification via E-commercial Data

SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records

Collaborators (1)

Fugee Tsung

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