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Yu Yao

3 papers indexed

arxivcs.LGcs.DCcs.DSmath.NA2026-07-01

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

Yu Yao, Huanjian Zhou, Andi Han, Wei Huang, Masashi Sugiyama

Discrete diffusion models are widely used for learning and generating discrete distributions. As the generation process is inherently sequential, the acceleration of sampling is of significant importance. In this work, we parallelize the mainstream $τ$-leaping algorithm for absor…

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crossrefApplied Sciences2026-01-16Cited by 1

Research on Dependency-Aware Service Migration Strategy in the Internet of Vehicles Integrating a Graph Attention Network and Deep Reinforcement Learning

Ying Liu, Zhaofu Liu, Yu Yao

The integration of Mobile Edge Computing and container virtualization technologies provides crucial support for low-latency and highly resilient service deployment in Internet of Vehicles (IoV) applications. However, the high mobility of vehicles poses challenges to service conti…

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crossrefFuture Internet2024-03-10Cited by 2

Dynamic Industrial Optimization: A Framework Integrates Online Machine Learning for Processing Parameters Design

Yu Yao, Quan Qian

We develop the online process parameter design (OPPD) framework for efficiently handling streaming data collected from industrial automation equipment. This framework integrates online machine learning, concept drift detection and Bayesian optimization techniques. Initially, conc…

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