xbchen82

AST-GNN

CJSR

FL-TP

FL-TP: Federated Learning-based Vehicle Trajectory Prediction Algorithm against Cyberattacks

lrssrtc

Code for "A Novel Spatiotemporal Data Low-rank Imputation Approach for Traffic Sensor Network"

PedCMT

Code of the paper entitled "Pedestrian Crossing Intention Prediction Based on Cross-Modal Transformer and Uncertainty-Aware Multi-Task Learning for Autonomous Driving"

SNARTF

SRGAT

stdan

the code of stdan

Trajectroy_Prediction

xbchen82.github.io

xbchen82/xbchen82.github.io

xbchen82/AGTC

Python code and data for "Attention-Guided Low-Rank Tensor Completion"

xbchen82/CTSVD

Official implementation of "Cyclic tensor singular value decomposition with applications in low-rank high-order tensor recovery," Signal Processing, 2024

xbchen82/DACG

This is the implementation of our paper entitled: "Dynamic attention-based CVAE-GAN for pedestrian trajectory prediction"

xbchen82/DADA

Dual-Alignment Domain Adaptation for Pedestrian Trajectory Prediction

xbchen82/DGFNet

Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network

xbchen82/DRAIL

[NeurIPS'24] The Official PyTorch implementation of DRAIL

xbchen82/DSBCL-PRM

xbchen82/FPINNs

This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Networks 2024)

xbchen82/iLLM-TSC

This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement”

xbchen82/IMGCN_master

The code of IMGCN: Interpretable Masked Graph Convolution Network for Pedestrian Trajectory Prediction

xbchen82/Improving-Multi-agent-Trajectory-Prediction-using-Traffic-States-on-Interactive-Driving-Scenarios

xbchen82/ImputeFormer

[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

xbchen82/LCR

Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)

xbchen82/LLMTSCS

Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".

xbchen82/LRTC-TMCP

Repository for paper `Spatiotemporal traffic data completion with truncated minimax-concave penalty`

xbchen82/LRTC_DeepPnP

xbchen82/LSTM-Transformer-crash-risk-evaluation

This is the source codes and modeling data for paper: LSTM + Transformer Real-Time Crash Risk Evaluation Using Traffic Flow and Risky Driving Behavior Data

xbchen82/MART

This repo is the official implementation of "MART: MultiscAle Relational Transformer Networks for Trajectory Prediction"

xbchen82/MIND

xbchen82/MTFT

The official code for Paper “Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction”

xbchen82/NLTC-TR

Source code of our paper "Nonconvex Low-Tubal-Rank Tensor Completion with Temporal Regularization For Spatiotemporal Traffic Data Recovery"

xbchen82/NTCTV

Official implementation of "Fusion of low-rankness and smoothness under learnable nonlinear transformation for tensor completion," Knowl Based Syst., 2024

xbchen82/ODADA

code for our ODADA.

xbchen82/ParkingE2E

xbchen82/PlugNPlay-Modules

xbchen82/PPT

(ECCV 2024) Official PyTorch implementation of paper "Progressive Pretext Task Learning for Human Trajectory Prediction"

xbchen82/SGCN

Implementation of paper "Multi-Modal Diagnosis of Alzheimer's Disease using Interpretable Graph Convolutional Networks"

xbchen82/STIGCN_master

STIGCN: Spatial-Temporal Interaction-aware Graph Convolution Network for Pedestrian Trajectory Prediction

xbchen82/traffic_dynamics

Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner