Articles by Tong Nie | Synthical

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7

Stochastic Singular Linear Systems and Related Linear-Quadratic Optimal Control Problems under Finite and Infinite Horizons

3 September 2024 by Mengzhen Li and others

Optimization and Control

Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach

30 August 2024 by Tong Nie and others

Machine Learning

Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning

22 August 2024 by Junlin He and others

Artificial Intelligence

A Novel Highway Traffic Capacity Analyzing Method under Road Region Atmospheric Environment Constrains Based on Computational Fluid Dynamics Model

1 August 2024 by Ruohan Li and others

Numerical Analysis

High-Dimensional Fault Tolerance Testing of Highly Automated Vehicles Based on Low-Rank Models

28 July 2024 by Yuewen Mei and others

Software Engineering, Artificial Intelligence

Channel-Aware Low-Rank Adaptation in Time Series Forecasting

24 July 2024 by Tong Nie and others

Machine Learning

Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner

13 June 2024 by Tong Nie and others

Machine Learning

Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner

6 May 2024 by Tong Nie and others

Machine Learning

Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale

8 February 2024 by Tong Nie and others

Machine Learning

ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation

29 December 2023 by Tong Nie and others

Machine Learning

Towards better traffic volume estimation: Tackling both underdetermined and non-equilibrium problems via a correlation-adaptive graph convolution network

14 March 2023 by Tong Nie and others

Machine Learning

Correlating sparse sensing for large-scale traffic speed estimation: A Laplacian enhanced low-rank tensor kriging approach

1 March 2023 by Tong Nie and others

Machine Learning

Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns

19 May 2022 by Tong Nie and others

Machine Learning

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Machine Learning