Kishimoto, Akihiro

28 publications

ICMLW 2024 A Multi-View Mixture-of-Experts Based on Language and Graphs for Molecular Properties Prediction Victor Yukio Shirasuna, Eduardo Soares, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Seiji Takeda, Akihiro Kishimoto

ICMLW 2024 Improving Performance Prediction of Electrolyte Formulations with Transformer-Based Molecular Representation Model Indra Priyadarsini, Vidushi Sharma, Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Hajime Shinohara

IJCAI 2023 An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu

AAAI 2023 Foundation Model for Material Science Seiji Takeda, Akihiro Kishimoto, Lisa Hamada, Daiju Nakano, John R. Smith

NeurIPSW 2023 MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network Akihiro Kishimoto, Hiroshi Kajino, Hirose Masataka, Junta Fuchiwaki, Indra Priyadarsini, Lisa Hamada, Hajime Shinohara, Daiju Nakano, Seiji Takeda

NeurIPSW 2023 Multi-Modal Foundation Model for Material Design Seiji Takeda, Indra Priyadarsini, Akihiro Kishimoto, Hajime Shinohara, Lisa Hamada, Hirose Masataka, Junta Fuchiwaki, Daiju Nakano

AAAI 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

ICMLW 2021 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito Pedregosa Palmes, Adi Botea

AAAI 2021 Searching for Machine Learning Pipelines Using a Context-Free Grammar Radu Marinescu, Akihiro Kishimoto, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

AAAI 2020 Parallel AND/OR Search for Marginal MAP Radu Marinescu, Akihiro Kishimoto, Adi Botea

AAAI 2019 Anytime Recursive Best-First Search for Bounding Marginal MAP Radu Marinescu, Akihiro Kishimoto, Adi Botea, Rina Dechter, Alexander Ihler

JAIR 2019 Computing Multi-Modal Journey Plans Under Uncertainty Adi Botea, Akihiro Kishimoto, Evdokia Nikolova, Stefano Braghin, Michele Berlingerio, Elizabeth Daly

IJCAI 2019 Depth-First Memory-Limited AND/OR Search and Unsolvability in Cyclic Search Spaces Akihiro Kishimoto, Adi Botea, Radu Marinescu

NeurIPS 2019 Depth-First Proof-Number Search with Heuristic Edge Cost and Application to Chemical Synthesis Planning Akihiro Kishimoto, Beat Buesser, Bei Chen, Adi Botea

AAAI 2018 AI Meets Chemistry Akihiro Kishimoto, Beat Buesser, Adi Botea

IJCAI 2017 A Scalable Approach to Chasing Multiple Moving Targets with Multiple Agents Fan Xie, Adi Botea, Akihiro Kishimoto

IJCAI 2017 Efficient Optimal Search Under Expensive Edge Cost Computation Masataro Asai, Akihiro Kishimoto, Adi Botea, Radu Marinescu, Elizabeth M. Daly, Spyros Kotoulas

NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models Akihiro Kishimoto, Radu Marinescu, Adi Botea

UAI 2014 Recursive Best-First AND/OR Search for Optimization in Graphical Models Akihiro Kishimoto, Radu Marinescu

AAAI 2012 Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters Alex Fukunaga, Akihiro Kishimoto, Adi Botea

AAAI 2011 A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning Tatsuya Imai, Akihiro Kishimoto

IJCAI 2011 Evaluations of Hash Distributed A* in Optimal Sequence Alignment Yoshikazu Kobayashi, Akihiro Kishimoto, Osamu Watanabe

AAAI 2010 Dealing with Infinite Loops, Underestimation, and Overestimation of Depth-First Proof-Number Search Akihiro Kishimoto

IJCAI 2007 Lambda Depth-First Proof Number Search and Its Application to Go Kazuki Yoshizoe, Akihiro Kishimoto, Martin Müller

AAAI 2006 Monte Carlo Go Has a Way to Go Haruhiro Yoshimoto, Kazuki Yoshizoe, Tomoyuki Kaneko, Akihiro Kishimoto, Kenjiro Taura

AAAI 2005 Search Versus Knowledge for Solving Life and Death Problems in Go Akihiro Kishimoto, Martin Müller

IJCAI 2005 Solving Checkers Jonathan Schaeffer, Yngvi Björnsson, Neil Burch, Akihiro Kishimoto, Martin Müller, Robert Lake, Paul Lu, Steve Sutphen

AAAI 2004 A General Solution to the Graph History Interaction Problem Akihiro Kishimoto, Martin Müller