Publications
2026
ICRA '26
Bridging Policy and Real-World Dynamics: LLM-Augmented Rebalancing for Shared Micromobility Systems
IEEE International Conference on Robotics and Automation, 2026
Under Review
Mobility-Aware Cache Framework for Scalable LLM-Based Human Mobility Simulation
Under Review
Guiding LLM-Based Human Mobility Simulation with Mobility Measures from Shared Data
Under Review
LLM-guided reinforcement learning: Addressing training bottlenecks through policy modulation
2025
IMWUT '25
Large Language Model-guided Semantic Alignment for Human Activity Recognition
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2026
BuildSys '25
Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle Deployment
ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2025
SIGSPATIAL '25
REALISM: A Regulatory Framework for Coordinated Scheduling in Multi-Operator Shared Micromobility Services
ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2025
SIGSPATIAL '25
Spatially Aware Mixture of Propagation for Air Quality Prediction
ACM SIGSPATIAL International Workshop on Spatial Intelligence for Smart and Connected Communities, 2025
2024
WWW '24
Robust Route Planning under Uncertain Pickup Requests for Last-Mile Delivery
The Web Conference, 2024
ICRA '24
Human Preference-Aware Rebalancing and Charging for Shared Electric Micromobility Vehicles
IEEE International Conference on Robotics and Automation, 2024
2023
CCF TPCI
Large-Scale Trajectory Prediction via Relationship-Aware Adaptive Hierarchical Graph Learning
International Conference on Algorithms and Architectures for Parallel Processing, 2023
CIKM '23
Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning under Negative Transfer
ACM International Conference on Information and Knowledge Management, 2023
CIKM '23
Logistics Audience Expansion via Temporal Knowledge Graph
ACM International Conference on Information and Knowledge Management, 2023
2022
ICDE '22
O2-SiteRec: Store Site Recommendation under the O2O Model via Multi-Graph Attention Networks
IEEE International Conference on Data Engineering, 2022
2021
MSN '21
Multi-Source Data-Driven Route Prediction for Instant Delivery
IEEE International Conference on Mobility, Sensing and Networking, 2021