| 2025 | AIAI | Explainable Surface-Level Malware Analysis Through Scalable and Accurate Feature Selection. | Lulu Ito, Naoya Sawada, Katsuyuki Maeda, Kilho Shin |
| 2024 | ICAART | BornFS: Feature Selection with Balanced Relevance and Nuisance and Its Application to Very Large Datasets. | Kilho Shin, Chris Liu, Katsuyuki Maeda, Hiroaki Ohshima |
| 2024 | ICAART | Balancing the Trinity of Feature Selection. | Kilho Shin, Chris Liu, Katsuyuki Maeda, Hiroaki Ohshima, Lulu Ito |
| 2021 | ACIIDS | Random Number Generators in Training of Contextual Neural Networks. | Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto |
| 2020 | AAAI | Morphism-Based Learning for Structured Data. | Kilho Shin, Dave Shepard |
| 2020 | ICAART | Unsupervised Feature Value Selection Based on Explainability. | Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Akira Kusaba, Takako Hashimoto, Jorge Amari, Keisuke Murota, Junnosuke Takai, Tetsuji Kuboyama, Hiroaki Ohshima |
| 2020 | ICAART | A Fast Algorithm for Unsupervised Feature Value Selection. | Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Tetsuji Kuboyama, Takako Hashimoto, Hiroaki Ohshima |
| 2020 | ICDM | Predictive Nonlinear Modeling by Koopman Mode Decomposition. | Akira Kusaba, Kilho Shin, Dave Shepard, Tetsuji Kuboyama |
| 2020 | ICPRAM | Twitter Topic Progress Visualization using Micro-clustering. | Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno |
| 2020 | Tencon | Unsupervised Clustering based on Feature-value / Instance Transposition Selection. | Akira Kusaba, Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama |
| 2020 | WALCOM | Faster Privacy-Preserving Computation of Edit Distance with Moves. | Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto |
| 2019 | IIWAS | Fatten Features and Drop Wastes: Finding Repeaters' Reviews by Feature Generation and Feature Selection. | Naoki Muramoto, Hiromi Shiraga, Kilho Shin, Hiroaki Ohshima |
| 2019 | IIWAS | Generating Anthropomorphism of Subject and Verb by Transformation Matrix. | Katsurou Takahashi, Hiroaki Ohshima, Kilho Shin |
| 2018 | CPM | Linear-time algorithms for the subpath kernel. | Kilho Shin, Taichi Ishikawa |
| 2018 | ICAART | The Mapping Distance - a Generalization of the Edit Distance - and its Application to Trees. | Kilho Shin, Taro Niiyama |
| 2018 | ICAART | Parameterized Mapping Distances for Semi-Structured Data. | Kilho Shin, Taro Niiyama |
| 2018 | SISAP | Privacy-Preserving String Edit Distance with Moves. | Shunta Nakagawa, Tokio Sakamoto, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto |
| 2017 | DIS | Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. | Adrian Pino Angulo, Kilho Shin |
| 2017 | DIS | Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. | Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin |
| 2017 | EJC | Topic Extraction from Millions of Tweets Based on Community Detection in Bipartite Networks. | Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin |
| 2016 | ICDM | Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC. | Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin |
| 2015 | ICDM | Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique. | Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin |
| 2015 | IJCAI | A Geometric Theory of Feature Selection and Distance-Based Measures. | Kilho Shin, Adrian Pino Angulo |
| 2013 | ICML | A New Frontier of Kernel Design for Structured Data. | Kilho Shin |
| 2011 | ICDM | Partitionable Kernels for Mapping Kernels. | Kilho Shin |
| 2011 | ICML | Mapping kernels for trees. | Kilho Shin, Marco Cuturi, Tetsuji Kuboyama |
| 2011 | IJCAI | Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison, and a Fast Algorithm. | Kilho Shin, Danny Fernandes, Seiya Miyazaki |
| 2009 | KES | Consistency-Based Feature Selection. | Kilho Shin, Xian Ming Xu |
| 2009 | MDAI | A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method. | Kilho Shin, Xian Ming Xu |
| 2008 | ICML | A generalization of Haussler's convolution kernel: mapping kernel. | Kilho Shin, Tetsuji Kuboyama |
| 2007 | ALT | Polynomial Summaries of Positive Semidefinite Kernels. | Kilho Shin, Tetsuji Kuboyama |
| 2007 | GRC | A Verification Scheme for Data Aggregation in Data Mining. | Kilho Shin, Justin Zhan |
| 2007 | IDEAL | Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data. | Kilho Shin |
| 1999 | WETICE | Secure and Efficient Schemes to Entrust the Use of Private Keys. | Kilho Shin |