2025
MSGFormer: Revolutionizing Traffic Flow Prediction With Multiscale and Gated Transformer Architecture.
IEEE Internet Things J., January, 2025

2024
Location and time embedded feature representation for spatiotemporal traffic prediction.
Expert Syst. Appl., 2024

Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023
SASTGCN: A Self-Adaptive Spatio-Temporal Graph Convolutional Network for Traffic Prediction.
ISPRS Int. J. Geo Inf., August, 2023

2022
Cyberspace attack and defense game based on reward randomization reinforcement learning.
Array, 2022

2021
Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning.
CoRR, 2021

Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region Fitting.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Densely Connected Convolutional Networks With Attention LSTM for Crowd Flows Prediction.
IEEE Access, 2019