Mustafa Yildirim

29 papers A* 1C 3Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Tutorial-Cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook. IEEE Commun. Surv. Tutorials Ahmed Y. Radwan, Mustafa Yildirim, Navid Hasanzadeh, Hina Tabassum, Shahrokh Valaee
2025	J	`jnl`	Geometry of Kenmotsu Manifolds via Q-Curvature Tensor and Schouten-Van Kampen Connection. Axioms Mustafa Yildirim, Selahattin Beyendi, Gülhan Ayar, Nesip Aktan
2025	J	`jnl`	HighwayLLM: Decision-making and navigation in highway driving with RL-informed language model. Robotics Auton. Syst. Mustafa Yildirim, Barkin Dagda, Vinal Asodia, Saber Fallah
2025	J	`jnl`	Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins. CoRR Ilker Oguz, Louis J. E. Suter, Jih-Liang Hsieh, Mustafa Yildirim, Niyazi Ulas Dinç, Christophe Moser, Demetri Psaltis
2025	—	`conf`	Wavefront-Shaping Enabled Scalable Optical Circuit Switch. ECOC Niyazi Ulas Dinç, Mustafa Yildirim, Ilker Oguz, Demetri Psaltis, Christophe Moser
2025	J	`jnl`	Z-Solitons and Gradient Z-Solitons on α-Cosymplectic Manifolds. Axioms Mustafa Yildirim, Mehmet Akif Akyol, Majid Ali Choudhary, Foued Aloui
2024	C	`conf`	A New Dual Sensor Design for Elongated Cables/IEDs Detection Using EMI and GPR. IGARSS Mustafa Yildirim, Mehmet Dinçtürk, Ozan Mert, Ahmet Akgöz, Hakki Nazli, Ersin Özkan
2024	J	`jnl`	Behavioral Cloning Models Reality Check for Autonomous Driving. CoRR Mustafa Yildirim, Barkin Dagda, Vinal Asodia, Saber Fallah
2024	C	`conf`	Development of UGV Mounted Multi-Channel Dual Sensor System Including EMI and GPR for Mine/IED Detection. IGARSS Ersin Özkan, Mustafa Yildirim, Mehmet Dinçtürk, Ozan Mert, Eyüp Çugalir, Ahmet Akgöz, Mehmet Akif Paksoy, Hakki Nazli, D. Vural Özbudak, Esra Özkan
2024	J	`jnl`	HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model. CoRR Mustafa Yildirim, Barkin Dagda, Saber Fallah
2024	J	`jnl`	Multicasting Optical Reconfigurable Switch. CoRR Niyazi Ulas Dinç, Mustafa Yildirim, Christophe Moser, Demetri Psaltis
2024	A*	`conf`	Optical Diffusion Models for Image Generation. NeurIPS Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis
2024	J	`jnl`	Optical Diffusion Models for Image Generation. CoRR Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis
2023	J	`jnl`	A bioinformatic analysis: Previous allergen exposure may support anti- SARS-CoV-2 immune response. Comput. Biol. Chem. Isil Kutluturk Karagöz, Mucahit Kaya, René Rückert, Nazli Bozman, Vildan Kaya, Halim Bayram, Mustafa Yildirim
2023	J	`jnl`	Forward-Forward Training of an Optical Neural Network. CoRR Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinç, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis
2023	J	`jnl`	Human-Like Autonomous Driving on Dense Traffic. CoRR Mustafa Yildirim, Saber Fallah, Alireza Tamaddoni-Nezhad
2023	J	`jnl`	Nonlinear Processing with Linear Optics. CoRR Mustafa Yildirim, Niyazi Ulas Dinç, Ilker Oguz, Demetri Psaltis, Christophe Moser
2023	J	`jnl`	Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach. CoRR Iman Sharifi, Mustafa Yildirim, Saber Fallah
2022	J	`jnl`	Nonlinear Optical Data Transformer for Machine Learning. CoRR Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann, Marc Reig Escale, Rachel Grange, Demetri Psaltis, Christophe Moser
2022	—	`conf`	Prediction Based Decision Making for Autonomous Highway Driving. ITSC Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
2022	J	`jnl`	Prediction Based Decision Making for Autonomous Highway Driving. CoRR Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
2022	J	`jnl`	Programming Nonlinear Propagation for Efficient Optical Learning Machines. CoRR Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinç, Ugur Tegin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis
2021	J	`jnl`	Big data analytics for default prediction using graph theory. Expert Syst. Appl. Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir
2021	—	`—`	Büyük veride çizge teorisiyle temerrüt tahmini ve makine öğrenmesi modellerinin yorumlanması (Default prediction with graph theory in big data and interpretation of machine learning models) Mustafa Yildirim
2021	C	`conf`	Interpretable Machine Learning: A Case Study of Healthcare. ISNCC Feyza Yildirim Okay, Mustafa Yildirim, Suat Özdemir
2021	—	`conf`	Learning to See and Compute through Multimode Fibers. OFC Babak Rahmani, Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Damien Loterie, Eirini Kakkava, Navid Borhani, Demetri Psaltis, Christophe Moser
2021	J	`jnl`	Scalable optical learning operator. Nat. Comput. Sci. Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
2020	J	`jnl`	Scalable Optical Learning Operator. CoRR Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
2020	—	`conf`	Sentiment Analysis for Turkish Unstructured Data by Machine Translation. IEEE BigData Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir