3 papers
cs.LG2026
MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction
Zhen Yu, Yachao Yuan, Zixiang Peng +2
In traffic accident risk prediction, most studies overlook the extra noise that could be incorporated when fusing temporal features into spatial features, and some models struggle…
cs.CE2026
RoadFed: A Multimodal Federated Learning System for Improving Road Safety
Yachao Yuan, Zhen Yu, Yali Yuan +3
Internet of Things (IoTs) have been widely applied in Collaborative Intelligent Transportation Systems (C-ITS) for the prevention of road accidents. As one of the primary causes of…
cs.MM2025
A Survey of Generative Categories and Techniques in Multimodal Generative Models
Longzhen Han, Awes Mubarak, Almas Baimagambetov +2
Multimodal Generative Models (MGMs) have rapidly evolved beyond text generation, now spanning diverse output modalities including images, music, video, human motion, and 3D objects…