| 2026 | EACL | KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking. | Vtor Loureno, Aline Paes, Tillman Weyde, Audrey Depeige, Mohnish Dubey |
| 2025 | IJCNN | Data Driven Derivative-based Regularization for Regression. | Enrico Lopedoto, Kizito Salako, Maksim Shekhunov, Vitaly Aksenov, Tillman Weyde |
| 2025 | IJCNN | ORSA-T: Multi-View Object-Centric Scene Representation Learning with Slot Attention and Transformer. | Henri Placek, Chris Child, Tillman Weyde |
| 2024 | EDCC | Machine Learning for Performance Prediction of Data Distribution Service (DDS). | Kaleem Peeroo, Peter Popov, Vladimir Stankovic, Tillman Weyde |
| 2024 | SGAI | DATE: Derivative Alignment Training for Extrapolation with Neural Networks. | Enrico Lopedoto, Tillman Weyde, Kizito Salako |
| 2023 | EACL | Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks. | Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde |
| 2023 | EACL | Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering. | Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha |
| 2023 | NeSy | On the Benefits of OWL-based Knowledge Graphs for Neural-Symbolic Systems. | David Herron, Ernesto Jimnez-Ruiz, Tillman Weyde |
| 2022 | ICWSM | Evaluation of Fake News Detection with Knowledge-Enhanced Language Models. | Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha, Nikos Komninos |
| 2021 | ICANN | Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). | Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermn Moscoso del Prado Martn |
| 2020 | ECAI | TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models. | Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermn Moscoso del Prado Martn |
| 2020 | ICASSP | Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals. | Eric Guizzo, Tillman Weyde, Jack Barnett Leveson |
| 2020 | ICASSP | Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy. | Joaquin Perez-Lapillo, Oleksandr Galkin, Tillman Weyde |
| 2020 | SGAI | ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units. | Enrico Lopedoto, Tillman Weyde |
| 2019 | CogSci | What makes a good explanation? Cognitive dimensions of explaining intelligent machines. | Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto |
| 2019 | CogSci | Modelling Emotion Based Reward Valuation with Computational Reinforcement Learning. | Can Koluman, Christopher Child, Tillman Weyde |
| 2019 | CVPR | M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Real-World Applications. | Tim Laibacher, Tillman Weyde, Sepehr Jalali |
| 2019 | DeSE | Comparing Unsupervised Layers in Neural Networks for Financial Time Series Prediction. | Asmaa Mahdi, Tillman Weyde, Dhiya Al-Jumeily |
| 2017 | DeSE | The FL-SMIA Network: A Novel Architecture for Time Series Prediction. | Asmaa Mahdi, Tillman Weyde, Dhiya Al-Jumeily |
| 2017 | ICANN | Generalising the Discriminative Restricted Boltzmann Machines. | Srikanth Cherla, Son Ngoc Tran, Artur S. d'Avila Garcez, Tillman Weyde |
| 2016 | ECAI | The Need for Knowledge Extraction: Understanding Harmful Gambling Behavior with Neural Networks. | Chris Percy, Artur S. d'Avila Garcez, Simo Dragicevic, Manoel V. M. Frana, Greg Slabaugh, Tillman Weyde |
| 2015 | ICASSP | A hybrid recurrent neural network for music transcription. | Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon |
| 2015 | IJCNN | Discriminative learning and inference in the Recurrent Temporal RBM for melody modelling. | Srikanth Cherla, Son Ngoc Tran, Artur S. d'Avila Garcez, Tillman Weyde |
| 2014 | ICASSP | Automatic transcription of pitched and unpitched sounds from polyphonic music. | Emmanouil Benetos, Sebastian Ewert, Tillman Weyde |
| 2012 | WWW | Adapting similarity on the MagnaTagATune database: effects of model and feature choices. | Daniel Wolff, Tillman Weyde |
| 2007 | ICMI | 3d augmented mirror: a multimodal interface for string instrument learning and teaching with gesture support. | Kia-Chuan Ng, Tillman Weyde, Oliver Larkin, Kerstin Neubarth, Thijs Koerselman, Bee Ong |
| 2003 | EUSFLAT | Structure recognition on sequences with a neuro-fuzzy-system. | Klaus Dalinghaus, Tillman Weyde |