40 citations
- Chinese Academy of SciencesCN2 papers
- Institute of AutomationCN2 papers
- Research Institute of HighwayCN2 papers
- Southwest Jiaotong UniversityCN2 papers
- Anhui UniversityCN1 paper
- Beijing Jiaotong UniversityCN1 paper
- Beijing University of Posts and TelecommunicationsCN1 paper
- Central South UniversityCN1 paper
- Delft University of TechnologyNL1 paper
- Guangzhou UniversityCN1 paper
- Institute of AcousticsCN1 paper
- Massachusetts Institute of TechnologyUS1 paper
8 papers
Learning Rollout from Sampling:An R1-Style Tokenized Traffic Simulation Model
Ziyan Wang, Peng Chen, Ding Li +4
Learning diverse and high-fidelity traffic simulations from human driving demonstrations is crucial for autonomous driving evaluation. The recent next-token prediction (NTP) paradi…
ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification
Xin Wu, Fei Teng, Ji Zhang +2
An ideal time series classification (TSC) should be able to capture invariant representations, but achieving reliable performance on out-of-distribution (OOD) data remains a core o…
Out-of-Distribution Generalization in Time Series: A Survey
Xin Wu, Fei Teng, Xingwang Li +3
Time series frequently manifest distribution shifts, diverse latent features, and non-stationary learning dynamics, particularly in open and evolving environments. These characteri…
Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum
Zhuangzhuang Yan, Xinyu Gu, Zhenyu Liu +1
With the rapid development of various internet of things (IoT) applications, including industrial IoT (IIoT) and visual IoT (VIoT), the demand for direct device-to-device communica…
Integrated timetabling and scheduling of modular autonomous vehicles under uncertainty
Dongyang Xia, Jihui Ma, Shadi Sharif Azadeh
Addressing the Integrated Timetabling and Vehicle Scheduling (TTVS) problem is important for improving transit operations. Recently, the emerging modular autonomous vehicles compos…
Periodic necking of misfit hyperelastic filaments embedded in a soft matrix
Jian Li, Hannah Varner, Tal Cohen
The necking instability is a precursor to tensile failure and rupture of materials. A quasistatically loaded free-standing uniaxial specimen typically exhibits necking at a single…