| 2025 | AAAI | DCILP: A Distributed Approach for Large-Scale Causal Structure Learning. | Shuyu Dong, Michle Sebag, Kento Uemura, Akito Fujii, Shuang Chang, Yusuke Koyanagi, Koji Maruhashi |
| 2025 | SMC | A framework for designing explainable micro-level customer behavior models using causal discovery for retail management. | Shuang Chang, Shohei Yamane, Koji Maruhashi |
| 2024 | WSC | Causal-Based Rack Layout Optimization in Retail: Incorporating Agent-Based Modeling and Causal Discovery. | Shuang Chang, Shohei Yamane, Koji Maruhashi |
| 2023 | ICLR | Automated Data Augmentations for Graph Classification. | Youzhi Luo, Michael McThrow, Wing Yee Au, Tao Komikado, Kanji Uchino, Koji Maruhashi, Shuiwang Ji |
| 2023 | WSC | An Iterative Analysis Method Using Causal Discovery Algorithms to Enhance ABM as a Policy Tool. | Shuang Chang, Takashi Kato, Yusuke Koyanagi, Kento Uemura, Koji Maruhashi |
| 2022 | ICML | Generating 3D Molecules for Target Protein Binding. | Meng Liu, Youzhi Luo, Kanji Uchino, Koji Maruhashi, Shuiwang Ji |
| 2022 | PRIMA | Incorporating AI Methods in Micro-dynamic Analysis to Support Group-Specific Policy-Making. | Shuang Chang, Tatsuya Asai, Yusuke Koyanagi, Kento Uemura, Koji Maruhashi, Kotaro Ohori |
| 2018 | AAAI | Learning Multi-Way Relations via Tensor Decomposition With Neural Networks. | Koji Maruhashi, Masaru Todoriki, Takuya Ohwa, Keisuke Goto, Yu Hasegawa, Hiroya Inakoshi, Hirokazu Anai |
| 2015 | IM | TOPASE: Detection of brute force attacks used disciplined IPs from IDS log. | Satomi Honda, Yuki Unno, Koji Maruhashi, Masahiko Takenaka, Satoru Torii |
| 2014 | PAKDD | MultiAspectSpotting: Spotting Anomalous Behavior within Count Data Using Tensor. | Koji Maruhashi, Nobuhiro Yugami |
| 2012 | ICDM | EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks. | Koji Maruhashi, Junichi Shigezumi, Nobuhiro Yugami, Christos Faloutsos |
| 2010 | ICDM | EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs. | Koji Maruhashi, Christos Faloutsos |
| 2010 | KDD | Metric forensics: a multi-level approach for mining volatile graphs. | Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong |
| 2005 | PSB | Multi-Aspect Gene Relation Analysis. | Hiroshi Yamakawa, Koji Maruhashi, Yoshio Nakao, Mutsuyo Yamaguchi |