Publications
You can also find my articles on my Google Scholar profile.
Traffic4cast at NeurIPS 2021-Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Published in NeurIPS 2021 Competitions and Demonstrations Track, 2022
traffic prediction, GNN
A Graph-based U-Net Model for Predicting Traffic in unseen Cities
Published in IJCNN Proceedings, 2022
traffic prediction, U-net, GNN
A comparative study of neural machine translation models for Turkish language
Published in Journal of Intelligent & Fuzzy Systems, 2022
Neural machine translation, sequence to sequence, transformer
Evaluating robustness of counterfactual explanations
Published in IEEE Symposium Series on Computational Intelligence (SSCI), 2021
XAI, Contrasting Explanations, Counterfactual Explanations, Fairness
The hateful memes challenge: competition report
Published in NeurIPS 2020 Competition and Demonstration Track, 2021
multimodal, vision and language, hate speech
Detecting Hate Speech In Multimodal Memes Using Vision-Language Models
Published in rizavelioglu.github.io/publications/, 2021
multimodal learning, vision-and-language, meme classification, master thesis
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge
Published in arXiv, 2020
multimodal learning, vision-and-language, meme classification
Sentiment Analysis Using Learning Approaches Over Emojis for Turkish Tweets
Published in IEEE Xplore, 2018
sentiment analysis, classification, fastText