Program / SS-13: Challenges and Frontiers in Integrating Evolutionary Computation and Deep Learning

SS-13: Challenges and Frontiers in Integrating Evolutionary Computation and Deep Learning

November 03 (Tuesday) · 10:30–12:30 · Room 3

Chair: Yuefeng Xu (Niigata University), Jun Yu (Niigata University)

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10:30–10:50Paper ID: 160Full paper

Genotype-Free Interactive Evolutionary Computation Using Generative AI for Creative Design

Akira Hara (Hiroshima City University)*; Chiyuki Okimoto (Hiroshima City University)

10:50–11:10Paper ID: 280Full paper

Mixed-Variable Multi-Objective Optimization by Surrogate-Assisted Evolutionary Algorithm with Branch-and-Bound Method

Yo Kawauchi (Yokohama National University); Ryo Fukami (Yokohama National University); Masaya Nakata (Yokohama National University)*

11:10–11:30Paper ID: 22Full paper

SRIME-Greedy Search for Robust Steel Defect Detection with a Task-Adaptive Quality-Aware Head

Xiao Chen (Niigata University); Jun Yu (Niigata University)*

11:30–11:50Paper ID: 30Full paper

Discrete Mask-Guided Sparse Adversarial Attack for Speaker Recognition via GANs

Chengyu Cao (Niigata University); Yuefeng Xu (Niigata University); Jun Yu (Niigata university)*

11:50–12:10Paper ID: 101Full paper

Explainability-Guided Sparse Black-Box Adversarial Attacks via Natural Evolution Strategies

Yingtong Cheng (Niigata University); Jun Yu (Niigata University)*

Presentations finish at 12:10. The scheduled session ends at 12:30.

Full paper: 15 minutes presentation + 5 minutes Q&A. Short, abstract-only and late breaking papers: 10 minutes presentation + 5 minutes Q&A. Speakers should bring their own laptop; presentation PCs are not provided.