| 2025 | COLING | Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data. | Mads Skipanes, Tollef Emil Jrgensen, Kyle Porter, Gianluca Demartini, Sule Yildirim Yayilgan |
| 2024 | FIT | Hate Speech Detection in Code-Mixed Datasets Using Pretrained Embeddings and Transformers. | Tooba Sohail, Atiqa Aiman, Ehtesham Hashmi, Ali Shariq Imran, Sher Muhammad Daudpota, Sule Yildirim Yayilgan |
| 2023 | FIT | Exploring the potential of large-language models (LLMs) for student feedback sentiment analysis. | Sarang Shaikh, Sher Muhammad Daudpota, Sule Yildirim Yayilgan, Sindhu Sindhu |
| 2018 | BMVC | Y-Net: A deep Convolutional Neural Network for Polyp Detection. | Ahmed Kedir Mohammed, Sule Yildirim Yayilgan, Marius Pedersen, Ivar Farup, istein Hovde |
| 2017 | NLDB | Improving Document Classification Effectiveness Using Knowledge Exploited by Ontologies. | Zenun Kastrati, Sule Yildirim Yayilgan |
| 2016 | HCI | Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. | Fisnik Dalipi, Sule Yildirim Yayilgan, Ali Shariq Imran, Zenun Kastrati |
| 2016 | RO-MAN | Low-cost scene modeling using a density function improves segmentation performance. | Vivek Sharma, Sule Yildirim Yayilgan, Luc Van Gool |
| 2015 | HCI | Enhancing the Learner's Performance Analysis Using SMEUS Semantic E-learning System and Business Intelligence Technologies. | Fisnik Dalipi, Sule Yildirim Yayilgan, Zenun Kastrati |
| 2015 | HCI | A General Framework for Text Document Classification Using SEMCON and ACVSR. | Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan |
| 2015 | HCI | Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON. | Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan, Fisnik Dalipi |
| 2015 | HCI | How to Tune a Random Forest for Real-time Segmentation in Safe Human-Robot Collaboration? | Vivek Sharma, Frank Dittrich, Sule Yildirim Yayilgan, Ali Shariq Imran, Heinz Wrn |
| 2015 | ICIP | Automatic detection of colonoscopic anomalies using capsule endoscopy. | Limamou Gueye, Sule Yildirim Yayilgan, Faouzi Alaya Cheikh, Ilangko Balasingham |
| 2015 | ICML | Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot Collaboration in Industrial Domain. | Vivek Sharma, Frank Dittrich, Sule Yildirim Yayilgan, Luc Van Gool |
| 2015 | NLDB | Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts. | Zenun Kastrati, Sule Yildirim Yayilgan, Ali Shariq Imran |
| 2015 | UIC | A Cloud Computing Framework for Smarter District Heating Systems. | Fisnik Dalipi, Sule Yildirim Yayilgan, Alemayehu Gebremedhin |
| 2014 | HCI | A Review of Using Online Social Networks for Investigative Activities. | Adnan Abdalla, Sule Yildirim Yayilgan |
| 2014 | HCI | Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. | Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan |