Deception Detection by 2D-to-3D Face Reconstruction from Videos. - Minh Ngô; Burak Mandira; Selim Firat Yilmaz; Ward Heij; Sezer Karaoglu; Henri Bouma; Hamdi Dibeklioglu; Theo Gevers (CoRR, 2018)

Improved Named Entity Recognition in Turkish News via Word Lookup Methods. - Selim Firat Yilmaz; Ismail Balaban; Suleyman Serdar Kozat (SIU, 2020)

Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End Optimization. - Selim Firat Yilmaz; Suleyman Serdar Kozat (CoRR, 2020)

Achieving Online Regression Performance of LSTMs with Simple RNNs. - Nuri Mert Vural; Fatih Ilhan; Selim Firat Yilmaz; Suleyman Serdar Kozat (CoRR, 2020)

PySAD: A Streaming Anomaly Detection Framework in Python. - Selim Firat Yilmaz; Suleyman Serdar Kozat (CoRR, 2020)

Multimodal analysis of personality traits on videos of self-presentation and induced behavior. - Dersu Giritlioglu; Burak Mandira; Selim Firat Yilmaz; Can Ufuk Ertenli; Berhan Faruk Akgür; Merve Kiniklioglu; Asli Gül Kurt; Emre Mutlu; Seref Can Gürel; Hamdi Dibeklioglu (J. Multimodal User Interfaces, 2021)

Over-the-Air Ensemble Inference with Model Privacy. - Selim F. Yilmaz; Burak Hasircioglu; Deniz Gündüz (ISIT, 2022)

Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. - Francesc Wilhelmi; Jernej Hribar; Selim F. Yilmaz; Emre Ozfatura; Kerem Ozfatura; Ozlem Yildiz; Deniz Gündüz; Hao Chen; Xiaoying Ye; Lizhao You; Yulin Shao; Paolo Dini; et al. (CoRR, 2022)

Achieving Online Regression Performance of LSTMs With Simple RNNs. - Nuri Mert Vural; Fatih Ilhan; Selim Firat Yilmaz; Salih Ergüt; Suleyman Serdar Kozat (IEEE Trans. Neural Networks Learn. Syst., 2022)

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. - Vasileios Perifanis; Nikolaos Pavlidis; Selim F. Yilmaz; Francesc Wilhelmi; Elia Guerra; Marco Miozzo; Pavlos S. Efraimidis; Paolo Dini; Remous-Aris Koutsiamanis (FMEC, 2023)

Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel. - Selim F. Yilmaz; Can Karamanli; Deniz Gündüz (ICC, 2023)

Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information. - Selim F. Yilmaz; Ezgi Özyilkan; Deniz Gündüz; Elza Erkip (CoRR, 2023)

Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance. - Selim Firat Yilmaz; E. Batuhan Kaynak; Aykut Koç; Hamdi Dibeklioglu; Suleyman Serdar Kozat (IEEE Trans. Neural Networks Learn. Syst., 2023)

High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. - Selim F. Yilmaz; Xueyan Niu 001; Bo Bai 001; Wei Han 004; Lei Deng 001; Deniz Gündüz (INFOCOM (Workshops), 2024)

Private Collaborative Edge Inference via Over-the-Air Computation. - Selim F. Yilmaz; Burak Hasircioglu; Li Qiao 001; Deniz Gündüz (CoRR, 2024)

TMD-NER: Turkish multi-domain named entity recognition for informal texts. - Selim Firat Yilmaz; Furkan B. Mutlu; Ismail Balaban; Suleyman S. Kozat (Signal Image Video Process., 2024)

Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. - Nikolaos Pavlidis; Vasileios Perifanis; Selim F. Yilmaz; Francesc Wilhelmi; Marco Miozzo; Pavlos S. Efraimidis; Remous-Aris Koutsiamanis; Pavol Mulinka; Paolo Dini (IEEE Trans. Sustain. Comput., 2025)

SING: Semantic Image Communications using Null-Space and INN-Guided Diffusion Models. - Jiakang Chen; Selim F. Yilmaz; Di You; Pier Luigi Dragotti; Deniz Gündüz (CoRR, 2025)

Learning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding. - Selim F. Yilmaz; Can Karamanli; Deniz Gündüz (CoRR, 2025)