| 2021 | Interspeech | Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. | Janne Pylkknen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo |
| 2020 | SIGIR | Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks. | Antti Ukkonen, Pyry Joona, Tuukka Ruotsalo |
| 2019 | SDM | Relative distance comparisons with confidence judgements. | Stefan Mojsilovic, Antti Ukkonen |
| 2017 | ICDM | Crowdsourced Correlation Clustering with Relative Distance Comparisons. | Antti Ukkonen |
| 2017 | SDM | Multivariate Confidence Intervals. | Jussi Korpela, Emilia Oikarinen, Kai Puolamki, Antti Ukkonen |
| 2016 | DIS | Expect the Unexpected - On the Significance of Subgroups. | Matthijs van Leeuwen, Antti Ukkonen |
| 2015 | HCOMP | Crowdsourced Nonparametric Density Estimation Using Relative Distances. | Antti Ukkonen, Behrouz Derakhshan, Hannes Heikinheimo |
| 2015 | ICDE | Bump hunting in the dark: Local discrepancy maximization on graphs. | Aristides Gionis, Michael Mathioudakis, Antti Ukkonen |
| 2015 | ICML | Multiview Triplet Embedding: Learning Attributes in Multiple Maps. | Ehsan Amid, Antti Ukkonen |
| 2015 | SDM | Same bang, fewer bucks: efficient discovery of the cost-influence skyline. | Matthijs van Leeuwen, Antti Ukkonen |
| 2014 | EDBT | Distance oracles in edge-labeled graphs. | Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen |
| 2014 | IDA | Indirect Estimation of Shortest Path Distributions with Small-World Experiments. | Antti Ukkonen |
| 2013 | HCOMP | The Crowd-Median Algorithm. | Hannes Heikinheimo, Antti Ukkonen |
| 2012 | KDD | Chromatic correlation clustering. | Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen |
| 2012 | WSDM | Answers, not links: extracting tips from yahoo! answers to address how-to web queries. | Ingmar Weber, Antti Ukkonen, Aristides Gionis |
| 2011 | ICDM | Overlapping Correlation Clustering. | Francesco Bonchi, Aristides Gionis, Antti Ukkonen |
| 2011 | KDD | Sparsification of influence networks. | Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen |
| 2011 | SDM | Characterizing Uncertain Data using Compression. | Francesco Bonchi, Matthijs van Leeuwen, Antti Ukkonen |
| 2009 | DIS | Mining Local Correlation Patterns in Sets of Sequences. | Antti Ukkonen |
| 2008 | CIKM | Searching the wikipedia with contextual information. | Antti Ukkonen, Carlos Castillo, Debora Donato, Aristides Gionis |
| 2008 | DIS | Feature Selection in Taxonomies with Applications to Paleontology. | Gemma C. Garriga, Antti Ukkonen, Heikki Mannila |
| 2007 | IDA | Visualizing Sets of Partial Rankings. | Antti Ukkonen |
| 2006 | KDD | Algorithms for discovering bucket orders from data. | Aristides Gionis, Heikki Mannila, Kai Puolamki, Antti Ukkonen |
| 2005 | KDD | Finding partial orders from unordered 0-1 data. | Antti Ukkonen, Mikael Fortelius, Heikki Mannila |