Skip to content
cs-conference-ranking.org

Shinichi Shirakawa

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

65

Venues

24

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

65 indexed papers, newest first.

YearVenueTitleAuthors
2026EvoCOPWeight Adaptation for Improving Parallel Performance of Adaptive Stochastic Natural Gradient.Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
2026GECCOHierarchical Evolution Strategy for Optimization of Sharp Ridge.Sota Hamada, Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
2026GECCOConvergence Analysis of Evolution Strategies for Mixed-Integer Optimization.Ryoki Hamano, Kento Uchida, Shinichi Shirakawa
2026GECCOEvaluation of Element-wise Effectiveness Estimation for Augmented Lagrangian CMA-ES.Haruhito Nakagawa, Kento Uchida, Shinichi Shirakawa
2026GECCOAdaptive Stochastic Natural Gradient Method for Safe Optimization on Binary Space.Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shinichi Shirakawa
2026ICPRTunable MAGMAX: Preference-Aware Model Merging for Continual Learning.Kei Hiroshima, Kento Uchida, Shinichi Shirakawa
2025ACLBandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers.Rin Ashizawa, Yoichi Hirose, Nozomu Yoshinari, Kento Uchida, Shinichi Shirakawa
2025GECCOCatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables.Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa
2025GECCOElitist Evolutionary Algorithm for Optimization on Sets of Points.Takumi Matsuo, Kento Uchida, Shinichi Shirakawa
2025GECCOLearning Rate Adaptation CMA-ES for Multimodal and Noisy Problems with Low Effective Dimensionality.Haruhito Nakagawa, Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
2025GECCOSurrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality.Yuta Sekino, Yohei Watanabe, Kento Uchida, Shinichi Shirakawa
2025GECCOSearch Space Selection Using Constrained Mixed-Integer Optimization Method.Kento Uchida, Yohei Watanabe, Ryoki Hamano, Shinichi Shirakawa
2025IECONUncertainty-Aware Self-Localization for Bulldozers Using Machine Learning with Internal Sensor Data.Hikaru Sawafuji, Ryota Ozaki, Takuto Motomura, Toyohisa Matsuda, Masanori Tojima, Kento Uchida, Shinichi Shirakawa
2025PRICAINeural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift.Keisuke Sugawara, Kento Uchida, Shinichi Shirakawa
2025PRICAIOnDeFog: Online Decision Transformer Under Frame Dropping.Daiki Yotsufuji, Kenta Nishihara, Shoma Shimizu, Kento Uchida, Shinichi Shirakawa
2024GECCOCatCMA : Stochastic Optimization for Mixed-Category Problems.Ryoki Hamano, Shota Saito, Masahiro Nomura, Kento Uchida, Shinichi Shirakawa
2024GECCOCMA-ES for Safe Optimization.Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
2024GECCOCMA-ES with Adaptive Reevaluation for Multiplicative Noise.Kento Uchida, Kenta Nishihara, Shinichi Shirakawa
2024GECCOHow to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions.Yutaro Yamada, Kento Uchida, Shinichi Shirakawa
2024GLOBECOMEnhancing Latency-Accuracy Tradeoff in Dynamic Split Inference via Vector Quantized Bottleneck.Yen-Hsiu Chen, Yoichi Hirose, Shoma Shimizu, Shota Saito, Kento Uchida, Shinichi Shirakawa, Takayuki Nishio
2024IJCNNAnalysis of Search Space Design for Neural Architecture Search with Weight Sharing.Youhei Akimoto, Shinichi Shirakawa
2024IJCNNSimple Domain Generalization Methods are Strong Baselines for Open Domain Generalization.Masashi Noguchi, Shinichi Shirakawa
2024PAKDDNeural Additive and Basis Models with Feature Selection and Interactions.Yasutoshi Kishimoto, Kota Yamanishi, Takuya Matsuda, Shinichi Shirakawa
2024PPSNNatural Gradient Interpretation of Rank-One Update in CMA-ES.Ryoki Hamano, Shinichi Shirakawa, Masahiro Nomura
2024PPSNWarm Starting of CMA-ES for Contextual Optimization Problems.Yuta Sekino, Kento Uchida, Shinichi Shirakawa
2024PPSNCMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points.Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa
2024SMCBINN-DT: Towards Better Interpretability of Multidimensional Decision Rules via Bivariate Nonlinear Node Decision Trees.Satoshi Arai, Shinichi Shirakawa, Tomoharu Nagao
2023GECCO(1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems.Yohei Watanabe, Kento Uchida, Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
2022GECCOReduction of genetic drift in population-based incremental learning via entropy regularization.Ryoki Hamano, Shinichi Shirakawa
2022GECCOCMA-ES with margin: lower-bounding marginal probability for mixed-integer black-box optimization.Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
2022GECCOBenchmarking CMA-ES with margin on the bbob-mixint testbed.Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa
2022GECCOA two-phase framework with a bzier simplex-based interpolation method for computationally expensive multi-objective optimization.Ryoji Tanabe, Youhei Akimoto, Ken Kobayashi, Hiroshi Umeki, Shinichi Shirakawa, Naoki Hamada
2022GLOBECOMNeural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing.Shoma Shimizu, Takayuki Nishio, Shota Saito, Yoichi Hirose, Yen-Hsiu Chen, Shinichi Shirakawa
2022ICAARTAuxiliary Data Selection in Percolative Learning Method for Improving Neural Network Performance.Masayuki Kobayashi, Shinichi Shirakawa, Tomoharu Nagao
2022ICANNEfficient Search of Multiple Neural Architectures with Different Complexities via Importance Sampling.Yuhei Noda, Shota Saito, Shinichi Shirakawa
2021ACMLNAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters.Yoichi Hirose, Nozomu Yoshinari, Shinichi Shirakawa
2021SMCNon-strict Attentional Region Annotation to Improve Image Classification Accuracy.Satoshi Arai, Shinichi Shirakawa, Tomoharu Nagao
2020CGIReinforcement Learning-Based Redirection Controller for Efficient Redirected Walking in Virtual Maze Environment.Wataru Shibayama, Shinichi Shirakawa
2020PPSNAdaptive Stochastic Natural Gradient Method for Optimizing Functions with Low Effective Dimensionality.Teppei Yamaguchi, Kento Uchida, Shinichi Shirakawa
2019ICANNControlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures.Shota Saito, Shinichi Shirakawa
2019ICMLAdaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search.Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida
2019ISVCJoint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization.Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert H. Juwono, Shinichi Shirakawa
2018AAAIDynamic Optimization of Neural Network Structures Using Probabilistic Modeling.Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto
2018GECCOEmbedded feature selection using probabilistic model-based optimization.Shota Saito, Shinichi Shirakawa, Youhei Akimoto
2018GECCOAnalysis of information geometric optimization with isotropic gaussian distribution under finite samples.Kento Uchida, Shinichi Shirakawa, Youhei Akimoto
2018IJCAIA Genetic Programming Approach to Designing Convolutional Neural Network Architectures.Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2018IVAEvaluation of Speech-to-Gesture Generation Using Bi-Directional LSTM Network.Dai Hasegawa, Naoshi Kaneko, Shinichi Shirakawa, Hiroshi Sakuta, Kazuhiko Sumi
2017GECCOA genetic programming approach to designing convolutional neural network architectures.Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2017HAISpeech-to-Gesture Generation: A Challenge in Deep Learning Approach with Bi-Directional LSTM.Kenta Takeuchi, Dai Hasegawa, Shinichi Shirakawa, Naoshi Kaneko, Hiroshi Sakuta, Kazuhiko Sumi
2016CECImpact of invariant objective for order preserving transformation in Bayesian optimization.Shinichi Shirakawa
2016SMCHierarchical feature construction for image classification using Genetic Programming.Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, Tomoharu Nagao
2015GECCOSample Reuse in the Covariance Matrix Adaptation Evolution Strategy Based on Importance Sampling.Shinichi Shirakawa, Youhei Akimoto, Kazuki Ouchi, Kouzou Ohara
2015HCIThe Effect of Metaphoric Gestures on Schematic Understanding of Instruction Performed by a Pedagogical Conversational Agent.Dai Hasegawa, Shinichi Shirakawa, Naoya Shioiri, Toshiki Hanawa, Hiroshi Sakuta, Kouzou Ohara
2014ICPRFast Similarity Search Using Multiple Binary Codes.Shinichi Shirakawa
2014PPSNNatural Gradient Approach for Linearly Constrained Continuous Optimization.Youhei Akimoto, Shinichi Shirakawa
2010CECAutomatic construction of image transformation algorithms using feature based genetic image network.Yuta Nakano, Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
2010CECEvolving search spaces to emphasize the performance difference of real-coded crossovers using genetic programming.Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
2010EUROGPEnsemble Image Classification Method Based on Genetic Image Network.Shiro Nakayama, Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao
2009CECEvolutionary image segmentation based on multiobjective clustering.Shinichi Shirakawa, Tomoharu Nagao
2009EUROGPEvolution of Search Algorithms Using Graph Structured Program Evolution.Shinichi Shirakawa, Tomoharu Nagao
2009GECCOGraph structured program evolution with automatically defined nodes.Shinichi Shirakawa, Tomoharu Nagao
2008GECCOEvolutionary algorithm considering program size: efficient program evolution using grape.Shinichi Shirakawa, Tomoharu Nagao
2007GECCOGraph structured program evolution.Shinichi Shirakawa, Shintaro Ogino, Tomoharu Nagao
2007ISVCFeed Forward Genetic Image Network: Toward Efficient Automatic Construction of Image Processing Algorithm.Shinichi Shirakawa, Tomoharu Nagao
2007SMCEvolution of sorting algorithm using graph structured program evolution.Shinichi Shirakawa, Tomoharu Nagao