The Hateful Memes Challenge: Competition Report. - Douwe Kiela; Hamed Firooz; Aravind Mohan; Vedanuj Goswami; Amanpreet Singh; Casey A. Fitzpatrick; Peter Bull; Greg Lipstein; Tony Nelli; Ron Zhu; Niklas Muennighoff; Riza Velioglu; et al. (NeurIPS (Competition and Demos), 2020)

Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge. - Riza Velioglu; Jewgeni Rose (CoRR, 2020)

Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. - Christian Eichenberger; Moritz Neun; Henry Martin; Pedro Herruzo; Markus Spanring; Yichao Lu; Sungbin Choi; Vsevolod Konyakhin; Nina Lukashina; Aleksei Shpilman; Nina Wiedemann; Martin Raubal; et al. (NeurIPS (Competition and Demos), 2021)

Evaluating Robustness of Counterfactual Explanations. - André Artelt; Valerie Vaquet; Riza Velioglu; Fabian Hinder; Johannes Brinkrolf; Malte Schilling; Barbara Hammer (SSCI, 2021)

Detecting Hate Speech In Multimodal Memes Using Vision-Language Models - Riza Velioglu (2021)

Explainable Artificial Intelligence for Improved Modeling of Processes. - Riza Velioglu; Jan Philip Göpfert; André Artelt; Barbara Hammer (IDEAL, 2022)

A Graph-based U-Net Model for Predicting Traffic in unseen Cities. - Luca Hermes; Barbara Hammer; Andrew Melnik; Riza Velioglu; Markus Vieth; Malte Schilling (IJCNN, 2022)

A comparative study of neural machine translation models for Turkish language. - Özgür Özdemir; Salih Emre Akin; Riza Velioglu; Tugba Dalyan (J. Intell. Fuzzy Syst., 2022)

FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation. - Riza Velioglu; Robin Chan; Barbara Hammer (IJCNN, 2024)

TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models. - Riza Velioglu; Petra Bevandic; Robin Chan; Barbara Hammer (CoRR, 2024)

Enhancing Person-to-Person Virtual Try-On with Multi-Garment Virtual Try-Off. - Riza Velioglu; Petra Bevandic; Robin Chan; Barbara Hammer (CoRR, 2025)