The topics of interest for submission include, but are not limited to:
Theoretical Foundations of Foundation Model
Pre-training; Basic model framework; Model training and optimization; Distributed computing; High performance computing optimization; Data management and efficient access; Large model compilation optimization; Multimodal fusion; Reinforcement learning
Model Security and Large-scale Intelligence
Adversarial attack and defense; Data security and privacy protection; Model inversion attack; Model stealing attack; Data extraction attack; Attack detection; Outlier detection; Agent training; Federated learning; Generative model security
Foundation Model Applications
Image classification and object detection; Image generation and editing; Multimodal understanding; Deep reasoning; Urban computing; Spatio-temporal data mining; Natural language processing; Visual language model
Embodied Intelligence and Robotics
Intelligent robot; Visual tracking; Machine translation; Robot perception; Path planning; Task planning and intelligent control; Robot system