77 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Beijing Jiaotong UniversityCN2 papers
- Chinese Academy of SciencesCN2 papers
- Institute of AutomationCN2 papers
- Research Institute of HighwayCN2 papers
- Southwest Jiaotong UniversityCN2 papers
- Agency for Science, Technology and ResearchSG1 paper
- Anhui UniversityCN1 paper
- Asian Institute of ManagementPH1 paper
- Asian Social InstitutePH1 paper
- Beijing University of Posts and TelecommunicationsCN1 paper
- Central South UniversityCN1 paper
- Chang'an UniversityCN1 paper
11 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…
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features
Jun Xue, Cunhang Fan, Zhao Lv +6
Recently, pioneer research works have proposed a large number of acoustic features (log power spectrogram, linear frequency cepstral coefficients, constant Q cepstral coefficients,…
A universal opportunity model for human mobility
Er-Jian Liu, Xiao-Yong Yan
Predicting human mobility between locations has practical applications in transportation science, spatial economics, sociology and many other fields. For more than 100 years, many…
A comparison study on the growth pattern of traffic oscillations in car-following experiments
Shi-Teng Zheng, Rui Jiang, Junfang Tian +4
The evolution of oscillations is a very important issue in traffic flow studies. A recent car-following experiment (Experiment-I) showed that the speed standard deviation grows in…
Phase Transition in Taxi Dynamics and Impact of Ridesharing
Bo Yang, Shen Ren, Erika Fille Legara +4
We develop a numerical model using both artificial and empirical inputs to analyze taxi dynamics in an urban setting. More specifically, we quantify how the supply and demand for t…
Feature Selection with Redundancy-complementariness Dispersion
Zhijun Chen, Chaozhong Wu, Yishi Zhang +4
Feature selection has attracted significant attention in data mining and machine learning in the past decades. Many existing feature selection methods eliminate redundancy by measu…