PIGNN3D introduces architectural simplifications and optimized message passing to significantly accelerate training and reduce memory usage, while preserving the physical consistency of CFD-based modelling, bringing artificial intelligence (AI)-driven thermal simulation closer to practical deployment for speedy and sus...
Yi-Di Wang, Aik Beng Ng, Simon See et al.· Visual Intelligence· 0 citations
ReLA is an RL scheduler built on structured representation learning and aggregation that learns intra-entity representations using self-attention and convolution, captures inter-entity operation–machine interactions using cross-attention, and aggregates multi-scale representations for parallel actor-based scoring of fe...
Zheng-Yi Kwan, Wei Zhang, Aik Beng Ng et al.· Proceedings of the Internati...· 0 citations
Large-scale job scheduling is a classic problem in computing systems and industrial operations, where complex workloads, workflows, or ordered job operations must be assigned to computing nodes or machines under resource, precedence, and availability constraints. Existing solvers can provide useful reference solutions,...
Zheng-Yi Kwan, Wei Zhang, Aik Beng Ng et al.· Proceedings of the Internati...· 0 citations
PACE (Persona Adaptation through Conversational Elicitation), a novel framework for the interactive generation and deployment of structured personas on the Ameca humanoid robot, introduces an Interactive Persona Elicitation Pipeline, enabling the robot to dynamically synthesize a tailored, psychologically grounded iden...
