A new class of highly efficient and scalable quantum low-density parity-check error correction codes, capable of performance ...
Cost Function Design: Needs to balance path length, safety, energy consumption, and dynamic feasibility (for instance, robotic arms need to avoid joint limits). Industrial case: An AGV (Automated ...
When an outbreak of an infectious disease begins to spread, policymakers face an unenviable challenge. They must decide when to intervene and how forcefully, knowing that their choices carry both ...
We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...
Abstract: Learning to optimize and automated algorithm design are attracting increasing attention, but it is still in its infancy in constrained multiobjective optimization evolutionary algorithms ...
What drives social mobility? The answer matters to policymakers and families alike. A wave of highly publicized research has led public policy and public discussions astray. It claims that the ...
This is an official implementation of the following paper: Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen. "FedSC: Federated Learning with Semantic-Aware Collaboration". ACM SIGKDD ...
Abstract: Channel code type recognition is critical for enabling receivers to discern codes without prior knowledge. Despite the promise of deep learning approaches in this field, they often encounter ...