| 2026 | ICPR | Self-supervised Learning of Contextualized Neural Topic Models with VIC Regularization. | Kengo Hirami, Weiran Xu, Koji Eguchi |
| 2026 | PAKDD | Bridging Statistical Seasonality and Diffusion-Based Deep Learning for Multivariate Time Series Forecasting. | Sarinna Maplook, Koji Eguchi |
| 2023 | PRICAI | Generalized Knowledge Distillation for Topic Models. | Kohei Watanabe, Koji Eguchi |
| 2020 | EDBT | Forecasting Corporate Financial Time Series using Multi-phase Attention Recurrent Neural Networks. | Shuhei Yoshimi, Koji Eguchi |
| 2017 | ICDM | Predicting Users' Search Behavior Using Stochastic Multi-mode Network Models. | Shohei Umehara, Koji Eguchi |
| 2017 | WWW | Particle Filter Inference based on Activities for Overlapping Community Models. | Shohei Sakamoto, Koji Eguchi |
| 2016 | WWW | Sequential Monte Carlo Inference Based on Activities for Overlapping Community Models. | Shohei Sakamoto, Koji Eguchi |
| 2010 | SAC | Link prediction using probabilistic group models of network structure. | Akira Ninagawa, Koji Eguchi |
| 2009 | CIKM | Locally contextualized smoothing of language models for sentiment sentence retrieval. | Takayoshi Okamoto, Tetsuya Honda, Koji Eguchi |
| 2008 | CIKM | Predicting protein-protein relationships from literature using collapsed variational latent dirichlet allocation. | Tatsuya Asou, Koji Eguchi |
| 2008 | CIKM | Automatic query structuring from sentences for Japanese web retrieval. | Tetsuya Shibata, Koji Eguchi |
| 2008 | PAKDD | Entity Network Prediction Using Multitype Topic Models. | Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa |
| 2007 | ECIR | Use of Topicality and Information Measures to Improve Document Representation for Story Link Detection. | Chirag Shah, Koji Eguchi |
| 2007 | IJCAI | Interactive Clustering of Text Collections According to a User-Specified Criterion. | Ron Bekkerman, Hema Raghavan, James Allan, Koji Eguchi |
| 2006 | CIKM | Boosting relevance model performance with query term dependence. | Koji Eguchi, W. Bruce Croft |
| 2006 | EMNLP | Sentiment Retrieval using Generative Models. | Koji Eguchi, Victor Lavrenko |
| 2003 | WWW | System Evaluation Methods for Web Retrieval Tasks Considering Hyperlink Structure. | Koji Eguchi, Keizo Oyama, Emi Ishida, Noriko Kando, Kazuko Kuriyama |
| 2002 | LREC | Sensitivity of IR systems Evaluation to Topic Difficulty. | Koji Eguchi, Kazuko Kuriyama, Noriko Kando |
| 2002 | SIGIR | The web retrieval task and its evaluation in the third NTCIR workshop. | Koji Eguchi, Keizo Oyama, Emi Ishida, Kazuko Kuriyama, Noriko Kando |
| 1999 | DASFAA | Adaptive and Incremental Query Expansion for Cluster-based Browsing. | Koji Eguchi, Hidetaka Ito, Akira Kumamoto, Yakichi Kanata |
| 1999 | SIGIR | Adaptive Cluster-Based Browsing Using Incrementally Expanded Queries and its Effects (poster abstract). | Koji Eguchi |