| 2026 | ITiCSE | Why Near-Completion Informatics Students Do not Graduate: A Mixed-Methods Study. | Bettina Manuela Johanna Kern, Julia Kraus, Shabnam Taubck, Peter Knees |
| 2026 | ITiCSE | Accessible AI Literacy for Adult Learners: An Unplugged Collaborative Learning Experience to Teach Clustering. | Shahrzad Shashaani, Bettina M. J. Kern, Peter Knees |
| 2024 | RecSys | MuRS 2024: 2nd Music Recommender Systems Workshop. | Andres Ferraro, Lorenzo Porcaro, Peter Knees, Christine Bauer |
| 2024 | RecSys | Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive Learning. | Pavan Seshadri, Shahrzad Shashaani, Peter Knees |
| 2023 | IUI | MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation. | Peter Knees, Alexander Lerch |
| 2023 | NeSy | Causality Prediction with Neural-Symbolic Systems: A Case Study in Smart Grids. | Katrin Schreiberhuber, Marta Sabou, Fajar J. Ekaputra, Peter Knees, Peb Ruswono Aryan, Alfred Einfalt, Ralf Mosshammer |
| 2023 | RecSys | MuRS: Music Recommender Systems Workshop. | Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon |
| 2023 | RecSys | Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset Evaluation. | Mete Sertkan, Sophia Althammer, Sebastian Hofsttter, Peter Knees, Julia Neidhardt |
| 2022 | RecSys | Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact. | Peter Knees, Andres Ferraro, Moritz Hubler |
| 2020 | CLUSTER | Predicting MPI Collective Communication Performance Using Machine Learning. | Sascha Hunold, Abhinav Bhatele, George Bosilca, Peter Knees |
| 2020 | SAC | Unsupervised cross-modal audio representation learning from unstructured multilingual text. | Alexander Schindler, Sergiu Gordea, Peter Knees |
| 2019 | CBMI | Multi-Task Music Representation Learning from Multi-Label Embeddings. | Alexander Schindler, Peter Knees |
| 2019 | IUI | Intelligent music interfaces for listening and creation. | Peter Knees, Markus Schedl, Rebecca Fiebrink |
| 2019 | IUI | An automatic drum machine with touch UI based on a generative neural network. | Richard Vogl, Hamid Eghbal-Zadeh, Peter Knees |
| 2019 | RecSys | RecSys challenge 2019: session-based hotel recommendations. | Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal |
| 2018 | RecSys | Multimedia recommender systems. | Yashar Deldjoo, Markus Schedl, Balzs Hidasi, Peter Knees |
| 2017 | CBMI | Prediction of User Demographics from Music Listening Habits. | Thomas Krismayer, Markus Schedl, Peter Knees, Rick Rabiser |
| 2017 | ICASSP | Drum transcription from polyphonic music with recurrent neural networks. | Richard Vogl, Matthias Dorfer, Peter Knees |
| 2017 | ISM | Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors. | Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, Peter Knees |
| 2017 | IUI | Building Physical Props for Imagining Future Recommender Systems. | Peter Knees, Kristina Andersen |
| 2017 | RecSys | New Paths in Music Recommender Systems Research. | Markus Schedl, Peter Knees, Fabien Gouyon |
| 2017 | SISAP | On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. | Haukur Plmason, Bjrn r Jnsson, Laurent Amsaleg, Markus Schedl, Peter Knees |
| 2016 | CHI | The Dial: Exploring Computational Strangeness. | Kristina Andersen, Peter Knees |
| 2016 | IUI | An Intelligent Musical Rhythm Variation Interface. | Richard Vogl, Peter Knees |
| 2015 | CHI | Collaborating with Intelligent Machines: Interfaces for Creative Sound. | Florian Grote, Kristina Andersen, Peter Knees |
| 2015 | SIGIR | Music Retrieval and Recommendation: A Tutorial Overview. | Peter Knees, Markus Schedl |
| 2014 | SIGIR | The use of social media for music analysis and creation within the giantsteps project. | Peter Knees |
| 2014 | SIGIR | SoMeRA 2014: social media retrieval and analysis workshop. | Markus Schedl, Peter Knees, Jialie Shen |
| 2013 | CBMI | An in-depth evaluation of multimodal video genre categorization. | Ionut Mironica, Bogdan Ionescu, Peter Knees, Patrick Lambert |
| 2013 | SIGIR | Music similarity and retrieval. | Peter Knees, Markus Schedl |
| 2008 | ECIR | A Document-Centered Approach to a Natural Language Music Search Engine. | Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner |
| 2008 | ECIR | Towards an Automatically Generated Music Information System Via Web Content Mining. | Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer |
| 2007 | CBMI | Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts. | Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer |
| 2007 | MUM | One-touch access to music on mobile devices. | Dominik Schnitzer, Tim Pohle, Peter Knees, Gerhard Widmer |
| 2007 | SIGIR | A music search engine built upon audio-based and web-based similarity measures. | Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer |
| 2006 | ECIR | Towards Automatic Retrieval of Album Covers. | Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer |