94 citations · 156 across the 12 of their papers we have counts for
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cs.LG2024★ 18 cited
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach
Tong Nie, Junlin He, Yuewen Mei +4
The proliferation of e-commerce and urbanization has significantly intensified delivery operations in urban areas, boosting the volume and complexity of delivery demand. Data-drive…
cs.SE2024★ 1 cited
High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models
Yuewen Mei, Tong Nie, Jian Sun +1
Ensuring fault tolerance of Highly Automated Vehicles (HAVs) is crucial for their safety due to the presence of potentially severe faults. Hence, Fault Injection (FI) testing is co…
cs.LG2024★ 8 cited
Channel-Aware Low-Rank Adaptation in Time Series Forecasting
Tong Nie, Yuewen Mei, Guoyang Qin +2
The balance between model capacity and generalization has been a key focus of recent discussions in long-term time series forecasting. Two representative channel strategies are clo…