Publications
Journal
(Accepted) Poisson CNN: Convolutional Neural Networks for the Solution of the Poisson Equation
with Varying Meshes and Dirichlet Boundary Conditions [paper]
Ozbay, A. G., Hamzehloo, A., Laizet, S., Tzirakis, P., Rizos, G. & Schuller, B.
In Data Centric Engineering (2021)
Multilabel User Classification Using the Community Structure of Online Networks [paper]
(First) Rizos, G., Papadopoulos, S., & Kompatsiaris, Y.
In PloS one (2017, March) (2017 IF: 2.766)
Conference
(Accepted) What Makes a Scientific Paper be Accepted for Publication? [arxiv]
Fytas, P., Rizos, G., & Specia, L.
In EMNLP CI+NLP 2021, November
(Accepted) Evaluating Deep Music Generation Methods Using Data Augmentation
Godwin, T., Rizos, G., Baird, A., Al Futaisi, N., Brisse, V. & Schuller, B.
In MMSP 2021, October
(Accepted) Towards Sonification in Multimodal and User-friendly Explainable Artificial Intelligence
Schuller, B., Virtanen, T., Riveiro, M., Rizos, G., Han, J., Mesaros, A., & Drossos, K.
In ICMI 2021, October (Blue Skies Track 2nd place award)
Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild [paper]
(Co-first) Rizos, G., Lawson, J., Han, Z. Butler, D., Rosindell, J., Mikolajczyk, K., Banks-Leite, C., & Schuller, B.
In Interspeech 2021, August
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation [paper]
He, X., Chen, J., Rizos, G., & Schuller, B.
In Interspeech 2021, August
Uncertainty Aware Review Hallucination for Science Article Classification [paper]
(Co-first) Rizos, G., Friedl, K., Stappen, L., Hasan, M., Specia, L., Hain, T., & Schuller, B.
In ACL-IJCNLP 2021, August
MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop [arxiv]
Stappen, L., Baird, A., Rizos, G., Tzirakis, P., Du, X., Hafner, F., Schumann, L., Mallol-Ragolta, A., Schuller, B., Lefter, I., Cambria, E., & Kompatsiaris, Y.
In ACM MM 2020, October
X-AWARE: ConteXt-AWARE Human-Environment Attention Fusion for Driver Gaze Prediction in the Wild [paper]
Stappen, L., Rizos, G., & Schuller, B.
In ICMI EmotiW 2020, October
Deep Attentive End-to-End Continuous Breath Sensing from Speech [paper]
(Co-first) Rizos, G., MacIntyre, A., Batliner, A., Baird, A., Amiriparian, S., Hamilton, A., & Schuller, B.
In Interspeech 2020, September
Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus [paper]
(Co-first) Rizos, G., Stappen, L, Hasan, M., Hain, T., & Schuller, B.
In Interspeech 2020, September
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks [paper]
Schuller, B., Batliner, A., Bergler, C., Messner, E.M., Hamilton, A., Amiriparian, S., Baird, A., Rizos, G., Schmitt, M., Stappen, L., Baumeister, H., MacIntyre, A., & Hantke, S.
In Interspeech 2020, September
Average Jane, Where Art Thou? – Recent Avenues in Efficient Machine Learning under Subjectivity Uncertainty [paper]
(First) Rizos, G., & Schuller, B.
In IPMU 2020, June
StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition [paper]
(First) Rizos, G., Baird, A., Elliot, M., & Schuller, B.
In ICASSP 2020, May
Augment to Prevent: Short-Text Data Augmentation in Deep Learning for Hate-Speech
Classification [paper] [blog]
(Co-first) Rizos, G., Hemker, K., & Schuller, B.
In CIKM 2019, November (20% acceptance rate)
Modelling Sample Informativeness for Deep Affective Computing [paper]
(First) Rizos, G., & Schuller, B.
In ICASSP 2019, July
Predicting News Popularity by Mining Online Discussions [paper] [blog]
(First) Rizos, G., Papadopoulos, S., & Kompatsiaris, Y.
In WWW SNOW 2016, April
Fast Computation of Local Correlation Coefficients on Graphics Processing Units [paper]
Papamakarios, G., Rizos, G., Pitsianis, N. P., & Sun, X.
In SPIE Optical Engineering+ Applications 2009, August
Conference (no proceedings) / Abstract
Learning to Classify Users in Online Interaction Networks [paper]
(First) Rizos, G., Papadopoulos, S., & Kompatsiaris, Y.
In ICCSS 2015, June
