Bangjian Zhou — accepted AI-conference papers

2024

Cross-Problem Learning for Solving Vehicle Routing Problems

Zhuoyi Lin, Yaoxin Wu, Bangjian Zhou, Zhiguang Cao, Wen Song, Yingqian Zhang +1

IJCAI 2024poster

Existing neural heuristics often train a deep architecture from scratch for each specific vehicle routing problem (VRP), ignoring the transferable knowledge across different VRP variants. This paper proposes the cross-problem learning to assist heuristics training for different downstream VRP varian…

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2023

Quantile Online Learning for Semiconductor Failure Analysis

Bangjian Zhou, Jieming Pan, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath

ICASSP 2023accepted

With high device integration density and evolving sophisticated device structures in semiconductor chips, detecting defects becomes elusive and complex. Conventionally, machine learning (ML)-guided failure analysis is performed with offline batch mode training. However, the occurrence of new types o…

Cited by 0 Source ↗Scholar ↗