| 2025 | WSC | Cross-Process Defect Attribution Using Potential Loss Analysis. | Tsuyoshi Id, Kohei Miyaguchi |
| 2025 | SDM | Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization. | Dzung T. Phan, Matt Menickelly, Tsuyoshi Id, Jayant Kalagnanam |
| 2024 | AISTATS | Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes. | Dongxia Wu, Tsuyoshi Id, Georgios Kollias, Jir Navrtil, Aurlie C. Lozano, Naoki Abe, Yi-An Ma, Rose Yu |
| 2023 | ICASSP | Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks. | Yonas Sium, Georgios Kollias, Tsuyoshi Id, Payel Das, Naoki Abe, Aurlie C. Lozano, Qi Li |
| 2023 | KDD | Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution. | Tsuyoshi Id, Naoki Abe |
| 2022 | AAAI | Directed Graph Auto-Encoders. | Georgios Kollias, Vasileios Kalantzis, Tsuyoshi Id, Aurlie C. Lozano, Naoki Abe |
| 2021 | AAAI | Anomaly Attribution with Likelihood Compensation. | Tsuyoshi Id, Amit Dhurandhar, Jir Navrtil, Moninder Singh, Naoki Abe |
| 2019 | AAAI | Tensorial Change Analysis Using Probabilistic Tensor Regression. | Tsuyoshi Id |
| 2019 | AMIA | Predicting Nocturnal Hypoglycemia from Continuous Glucose Monitoring Data with Extended Prediction Horizon. | Long H. Vu, Sarah Kefayati, Tsuyoshi Id, Venkata N. Pavuluri, Gretchen P. Jackson, Lisa Latts, Yuxiang Zhong, Pratik Agrawal, Yuan-Chi Chang |
| 2019 | IJCAI | Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks. | Tsuyoshi Id, Rudy Raymond, Dzung T. Phan |
| 2019 | SDM | Untitled record | Dzung T. Phan, Tsuyoshi Id |
| 2018 | ICDM | Collaborative Anomaly Detection on Blockchain from Noisy Sensor Data. | Tsuyoshi Id |
| 2017 | ICDM | Multi-task Multi-modal Models for Collective Anomaly Detection. | Tsuyoshi Id, Dzung T. Phan, Jayant Kalagnanam |
| 2017 | ICDM | A Novel l0-Constrained Gaussian Graphical Model for Anomaly Localization. | Dzung T. Phan, Tsuyoshi Id, Jayant Kalagnanam, Matt Menickelly, Katya Scheinberg |
| 2016 | ICDM | Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection. | Tsuyoshi Id, Ankush Khandelwal, Jayant Kalagnanam |
| 2016 | ICPR | Unsupervised object counting without object recognition. | Takayuki Katsuki, Tetsuro Morimura, Tsuyoshi Id |
| 2016 | IJCAI | Change Detection Using Directional Statistics. | Tsuyoshi Id, Dzung T. Phan, Jayant Kalagnanam |
| 2015 | ICDM | Informative Prediction Based on Ordinal Questionnaire Data. | Tsuyoshi Id, Amit Dhurandhar |
| 2015 | IM | Latent trait analysis for risk management of complex information technology projects. | Tsuyoshi Id, Sinem Gven, Ee-Ea Jan, Sergey Makogon, Alejandro Venegas |
| 2015 | IM | Probabilistic text analytics framework for information technology service desk tickets. | Ea-Ee Jan, Kuan-Yu Chen, Tsuyoshi Id |
| 2014 | CIKM | A Probabilistic Concept Annotation for IT Service Desk Tickets. | Ea-Ee Jan, Kuan-Yu Chen, Tsuyoshi Id |
| 2014 | ECAI | Probabilistic Two-Level Anomaly Detection for Correlated Systems. | Bin Tong, Tetsuro Morimura, Einoshin Suzuki, Tsuyoshi Id |
| 2012 | ICPR | Predicting battery life from usage trajectory patterns. | Toshihiro Takahashi, Tsuyoshi Id |
| 2011 | AAAI | Trajectory Regression on Road Networks. | Tsuyoshi Id, Masashi Sugiyama |
| 2011 | WSC | Nonlinear optimization to generate non-overlapping random dot patterns. | Takashi Imamichi, Hidetoshi Numata, Hideyuki Mizuta, Tsuyoshi Id |
| 2009 | SDM | Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach. | Tsuyoshi Id, Sei Kato |
| 2009 | SDM | Proximity-Based Anomaly Detection Using Sparse Structure Learning. | Tsuyoshi Id, Aurlie C. Lozano, Naoki Abe, Yan Liu |
| 2008 | PAKDD | Unsupervised Change Analysis Using Supervised Learning. | Shohei Hido, Tsuyoshi Id, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa |
| 2008 | PAKDD | Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction. | Masashi Sugiyama, Tsuyoshi Id, Shinichi Nakajima, Jun Sese |
| 2007 | ICDM | Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors. | Tsuyoshi Id, Spiros Papadimitriou, Michail Vlachos |
| 2007 | SDM | Change-Point Detection using Krylov Subspace Learning. | Tsuyoshi Id, Koji Tsuda |
| 2005 | ICDE | Network-Based Problem Detection for Distributed Systems. | Hisashi Kashima, Tadashi Tsumura, Tsuyoshi Id, Takahide Nogayama, Ryo Hirade, Hiroaki Etoh, Takeshi Fukuda |
| 2005 | ICDM | Pairwise Symmetry Decomposition Method for Generalized Covariance Analysis. | Tsuyoshi Id |
| 2005 | SDM | Knowledge Discovery from Heterogeneous Dynamic Systems using Change-Point Correlations. | Tsuyoshi Id, Keisuke Inoue |
| 2004 | KDD | Eigenspace-based anomaly detection in computer systems. | Tsuyoshi Id, Hisashi Kashima |