Computer Engineering Department
Bilkent University

Seminars

Date Title Speaker
April 3, 2023 Conditional Image Inpainting with Style Codes Hakan Sivük
April 3, 2023 Learning to generate 5' UTR sequences for optimized ribosome load and gene expression Sina Barazandeh
April 3, 2023 Augmenting Bus Factor Analysis with Visualization Muhammad Umair AHMED
April 3, 2023 A novel ensemble approach based on Maximal Marginal Relevance (MMR) for Drifting Stream Classification Soheil Abadifard
January 23, 2023 Sexual-dimorphism in human immune system aging and vaccine responses Assoc.Prof.Duygu Ucar
January 19, 2023 Towards Modeling and Mitigating Misinformation Propagation in Online Social Networks Tolga Yilmaz
January 18, 2023 An Empirical Analysis of Issue Templates on GitHub Emre Sülün
January 18, 2023 Impact of Code Review Process Smells on Code Smells Erdem Tuna
January 18, 2023 Multi-Task Network for Computed Tomography Segmentation Through Fractal Dimension Estimation Aziza Saber Jabdaragh
January 3, 2023 Improving the Performance of YOLO-based Detection Algorithms for Small Object Detection in UAV-taken Images Öykü Sahin
December 29, 2022 AUTOMATIC CODE OPTIMIZATION USING GRAPH NEURAL NETWORKS Melih Peker
December 23, 2022 Identification of protein-protein interaction bridges for multiple sclerosis Gözde Yazici
December 19, 2022 OpenCL-Based Efficient HLS Implementation of Iterative Graph Algorithms on FPGA Kenan Çagri Hirlak
December 19, 2022 Hybrid Image-/Data-Parallel Rendering Using Island Parallelism Serkan Demirci
December 19, 2022 Analysis and Detection of Misinformation Spread on Social Media Oguzhan Özçelik
December 19, 2022 Anatomic Context-Aware Segmentation of Organs-at-Risk in Thorax Computed Tomography Scans Haya Shamim Khan Khattak
December 12, 2022 Learning Portrait Drawing of Face Photos from Unpaired Data with Unsupervised Parts Burak Tasdemir
December 12, 2022 Attentional Deceit Detection using Audio Spectrograms Maria Raluca Eskin
December 5, 2022 Whole Genome Alignment via Alternating Lyndon Factorazation Tree Traversal Mahmud Sami Aydin
December 5, 2022 Refining 3D Human Texture Estimation from a Single Image Said Fahri Altindis
November 2, 2022 Multi-Accelerator Execution of Neural Network Inference on Diversely Heterogeneous SoCs Mehmet Esat Belviranli
November 1, 2022 RESOURCE OPTIMIZATION OF MULTI-PURPOSE IOT WIRELESS SENSOR NETWORKS WITH SHARED MONITORING POINTS Mustafa Can Çavdar
September 16, 2022 Dynamic Voltage/Frequency Scaling in GPUs Through Genetic Algorithm Pouria Hasani
September 13, 2022 Modeling Speech Transcriptions for Automatic Assessment of Depression Severity Ergün Batuhan Kaynak
September 13, 2022 Use of Subgraph Mining in Histopathology Image Classification Bayram Berdiyev
September 12, 2022 Genre-Based Trailer Generation With Deep Multi-Modal Learning Irmak Türköz
September 7, 2022 Deepfake Detection through Motion Magnification Inspired Feature Manipulation Aydamir Mirzayev
September 7, 2022 Automatic Deceit Detection through Multimodal Analysis of Speech Videos Berat Biçer
September 5, 2022 TranSQLate: Translating Enriched Natural Language Sentences to SQL Queries Using Transformers Mousa Farshkar Azari
September 5, 2022 FourierNet: Shape-preserving network for Henle’s fiber layer segmentation in optical coherence tomography images Selahattin Cansiz
September 2, 2022 AN ENSEMBLE CLASSIFICATION MODEL FOR DETECTING VOICE PHISHING IN TELECOMMUNICATION NETWORKS AND ITS INTEGRATION INTO A VISUAL ANALYSIS TOOL Hüseyin Eren Çalik
August 1, 2022 Fast Compound Graph Layout with Constraint Support Hasan Balci
July 27, 2022 Open-Set Object Recognition Salman Mohammad
July 19, 2022 Memory-efficient Constrained Delaunay Tetrahedralization of Large Three-dimensional Triangular Meshes Ziya Erkoç
July 19, 2022 Hardware-accelerated Direct Visualization of Unstructured Volumetric Meshes Alper Sahistan
July 6, 2022 Novel Algorithms and Models for Scaling Sparse Tensor and Matrix Factorizations Nabil Abubaker
July 4, 2022 Taxonomy of Inline Code Comment Smells Elgun Jabrayilzade
July 4, 2022 Analyzing the Impact of Process Smells In Code Review Shirin Pirouzkhah
June 29, 2022 A Comparative Study of Deep Learning Architectures for Multivariate Cloud Workload Prediction Derya Gözen
April 25, 2022 Hardware/Software Co-Design of domain-specific Risc-V Processor for graph applications Mehmetali Semi Yenimol
April 25, 2022 Anomaly Detection in Egocentric Traffic Videos Navid Ghamari
April 25, 2022 Analysis of Stochastic and Quantum Packet Switching Network Syed Asad Shah
April 18, 2022 Fast Identification of Sepsis Antibiotic Resistance Ricardo Román-Brenes
April 18, 2022 A hierarchical layout algorithm for compound graphs with non-uniform node dimensions Asma Jodeiri Akbarfam
April 18, 2022 LASGD: Locality-Aware Stochastic Gradient Descent for Matrix Completion Selçuk Gülcan
April 18, 2022 GPGPU-based Long Read Mapper Zülal Bingöl
April 11, 2022 Domain-Specific RISCV Processor Implementation on a Real Platform Utku Gülgeç
April 11, 2022 Impact of Code Review Process Smells on Code Smells Erdem Tuna
April 11, 2022 Investigation of the Use of Issue Templates in Open Source Software Projects in GitHub Emre Sülün
April 11, 2022 Fully Convolutional Networks for Semantic Segmentation of CT Scans Using Fractal Maps Aziza Saber Jabdaragh
April 04, 2022 InfraGAN: A GAN architecture to transfer visible images to infrared domain Mehmet Akif Özkanoglu
April 04, 2022 Face presentation attack detection Sepehr Nourmohammadi
April 04, 2022 Distance transforms for organ segmentation in thorax CT scans Haya Shamim Khan Khattak
April 04, 2022 Identification of protein-protein interaction hubs in multiple sclerosis Gözde Yazici
March 28, 2022 A Multi-Modal Approach for Depression Detection Using Audio Recordings and Transcriptions from Clinical Interviews Kaan Gönç
March 28, 2022 Anomaly Detection in Egocentric Traffic Videos Navid Ghamari
March 28, 2022 Transformer Based Methods for Classification of Histopathology Images Cihan Erkan
March 28, 2022 Deep learning for segmentation of Henle’s Fiber Layer in optical coherence tomography imaging Selahattin Cansiz
March 14, 2022 Paving the Road for Udemy and Carbon Health Eren Bali
February 1, 2022 Parallel Stochastic Gradient Descent with Sub-iterations on Distributed Memory Systems Orhun Çaglayan
February 1, 2022 Hybrid Parallelization of Stochastic Gradient Descent Kemal Büyükkaya
January 19, 2022 IMPLICIT CONCEPT DRIFT DETECTION FOR MULTI-LABEL DATA STREAMS Ege Berkay Gülcan
January 18, 2022 BELS: A Broad Ensemble Learning System for Data Stream Classification Sepehr Bakhshi
January 18, 2022 EVOLVING TEXT STREAM CLASSIFICATION WITH A NOVEL NEURAL ENSEMBLE ARCHITECTURE Pouya Ghahramanian
January 11, 2022 Taxonomy of Bug Tracking Process Smells: Perceptions of Practitioners and an Empirical Analysis Khushbakht Ali Qamar
December 31, 2021 One-Stage Oriented Object Detection in Remote Sensing Images Atakan Serbes
December 30, 2021 EFFICIENT HLS-BASED IMPLEMENTATION OF SPARSE MATRIX-VECTOR MULTIPLICATION ON FPGA Mert Kara
November 22, 2021 Scheduling on the Edge Mustafa Bay
November 22, 2021 Parallel Constrained Delaunay Tetrahedralization Ziya Erkoc
November 22, 2021 Reinforcement Learning in Computer Games Utku Cetin
November 22, 2021 Towards a Taxonomy of Inline Code Comment Smells Elgun Jabrayilzade
November 22, 2021 Feature Extraction for Code Optimization Melih Peker
November 19, 2021 Convergence of Reinforcement Learning Algorithms with Function Approximation Dr. Semih Çaycı
November 08, 2021 CURE: Privacy Preserving Machine Learning in the Asymmetrical Computational Resource Setting Yaman Yagiz Tasbag
November 08, 2021 Image Feature Manipulation and Feature Space Interpretation in Generative Models Yusuf Dalva
November 08, 2021 Keypoint Estimation Based Multi-Object Tracking in Aerial Images Fikret Efe Doğan
November 08, 2021 YOLODrone: Improved YOLO Architecture for Object Detection in Drone Images Öykü Şahin
November 08, 2021 Enhancing Student Practice in CS Education Kamil Akhüseyinoğlu
November 01, 2021 Physical reasoning: How to go from seeing to acting Ozgur S. Oguz
September 30, 2021 EFFICIENT HLS-BASED IMPLEMENTATION OF SPARSE MATRIX-VECTOR MULTIPLICATION ON FPGA Mert Kara
September 30, 2021 Are you ready to engineer and sustain AI systems: Software Engineering Principles and Research Gaps Ipek Ozkaya
September 29, 2021 PERSONALITY-AWARE DECEPTION DETECTION FROM BEHAVIORAL CUES Burak Mandıra
September 29, 2021 FACIAL ANALYSIS OF DYADIC INTERACTIONS USING MULTIPLE INSTANCE LEARNING Dersu Giritlioğlu
September 29, 2021 Effective and Explainable Mechanisms for Natural Language Interface in Databases Akifhan Karakayalı
September 17, 2021 An Orthogonal layout Algorithm for Small Compound Graphs Mubashira Zaman
September 17, 2021 SPATIO-TEMPORAL ASSESSMENT OF PAIN INTENSITY THROUGH FACIAL TRANSFORMATION-BASED REPRESENTATION LEARNING Diyala Nabeel Ata Erakat
September 17, 2021 AGE AND GENDER NORMALIZATION IN KINSHIP VERIFICATION Oğuzhan Çalıkkasap
September 14, 2021 COLLECTIVE DATA FORECASTING IN DYNAMIC TRANSPORT NETWORKS Mehmet Güvercin
September 03, 2021 A Serious Game Approach to Introduce the Code Review Practice Barış Ardıç
September 01, 2021 Segmentation of Satellite SAR Images with Squeeze and Attention Based Networks Elmira Khajei
August 11, 2021 Towards Deeply Intelligent Interfaces in Relational Databases Arif Usta
July 29, 2021 Hypergraph Partitioning and Reordering for Parallel Sparse Triangular Solves and Tensor Decomposition Tuğba Torun
July 28, 2021 GENOME RECONSTRUCTION ATTACKS ONGENOMIC DATA-SHARING BEACONS Kerem Ayöz
July 28, 2021 MACHINE LEARNING ASSISTED INTRAOPERATIVE ASSESSMENT OF BRAIN TUMOR MARGINS USING HRMAS NMR SPECTROSCOPY Doruk Çakmakçı
July 28, 2021 POLISHING COPY NUMBER VARIANT CALLS ON EXOME SEQUENCING DATA VIA DEEP LEARNING Furkan Özden
May 03, 2021 SPECTRAL NORMALIZATION ON ORDINARY DIFFERENTIAL EQUATION NEURAL NETWORKS Saeid Karimi
April 26, 2021 OBJECT DETECTION IN REMOTE SENSING Arda Tümay
April 26, 2021 FACE MANIPULATION DETECTION USING ONE CLASS CLASSIFIERS Hasan Şerefal
April 19, 2021 DEEP LEARNING APPROACHES FOR CELL INSTANCE SEGMENTATION Melih Utku Şahin
April 19, 2021 ANALYZING IMPACT OF PROCESS SMELLS IN CODE REVIEW PROCESS Shirin Pirouzkhah
April 15, 2021 Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval Asst. Prof. Dr. Gül Varol
April 12, 2021 POLISHING COPY NUMBER VARIANT CALLS ON EXOME SEQUENCING DATA VIA DEEP LEARNING Furkan Özden
April 12, 2021 ROBUST DEEP ONE-CLASS KERNEL SPECTRAL REGRESSION Salman Mohammad
April 05, 2021 DYNAMIC VOLTAGE AND FREQUENCY SCALING IN GPUS USING MACHINE LEARNING MODELS Pouria Hasani
April 05, 2021 MULTIVARIATE CLOUD WORKLOAD PREDICTION WITH DEEP LEARNING Derya Gözen
April 01, 2021 Learning 3D Representations with Capsules & Beyond Dr. Tolga Birdal
March 29, 2021 CONDITIONED TEXT GENERATION FOR QUERY SUGGESTION IN NLIDBs Mousa Farshkar Azari
March 29, 2021 IMPROVING THE CIRCULAR LAYOUT ALGORITHM FOR CLUSTERED GRAPHS H. Eren Çalık
March 22, 2021 GENOME RECONSTRUCTION ATTACKS AGAINST GENOMIC DATA-SHARING BEACONS Kerem Ayöz
March 22, 2021 MACHINE LEARNING ASSISTED INTRAOPERATIVE ASSESSMENT OF BRAIN TUMOR MARGINS USING HRMAS NMR SPECTROSCOPY Doruk Çakmakçı
March 02, 2021 A Media Caching Approcah Utilizing Social Groups Information in 5G Edge Networks Afra Dömeke
February 05, 2021 General Reuse-Centric CNN Accelerator Nihat Mert Çiçek
February 01, 2021 Performance improvement on latency-bound parallel HPC Mustafa Duymuş
December 16, 2020 ANALYSING DEVELOPER CONTRIBUTIONS USING ARTIFACT TRACEABILITY GRAPHS Hamdi Alperen Çetin
December 14, 2020 PAMOGK-Web: A Framework for Cancer Sub-Type Identification using Copy Number Variations Furkan Mustafa Akdemir
December 14, 2020 Self-supervised Representation Learning with Graph Neural Networks for Region of Interest Analysis in Breast Histopathology Yiğit Özen
December 14, 2020 Weakly Supervised Approaches for Image Classification in Remote Sensing and Medical Image Analysis Bulut Aygüneş
December 14, 2020 TEXT MINING ANALYSIS OF TRANSLATION, SOCIAL COMMUNICATION AND LITERARY WRITING FOR TURKISH Sevil Çalışkan
December 11, 2020 Accelerating Pagerank with a Heterogeneous Two Phase CPU-FPGA algorithm Furkan Usta
December 11, 2020 OPENCL-BASED EFFICIENT HLS IMPLEMENTATION OF ITERATIVE GRAPH ALGORITHMS ON FPGA Kenan Çağrı Hırlak
December 10, 2020 Load balancing performance in distributed storage with regular balanced redundancy Dr. Mehmet Fatih Aktaş
December 04, 2020 State Estimation in Cyber-Physical Systems: Privacy and Safety Guarantees Dr. Amr Alanwar
December 02, 2020 Partitioning Models For Simultaneous Load Balancing on Computation and Data in Big Data Applications Mestan Fırat Çeliktuğ
December 02, 2020 Software Support for Domain-Specific Processors used in Graph Applications Mehmetali Semi Yenimol
December 02, 2020 Genre Based Trailer Generation with Deep Multimodal Learning Irmak Türköz
December 02, 2020 Bounding Volume Hierarchy-Tetrahedralization Hybrid Acceleration Structure for Ray Tracing Serkan Demirci
December 01, 2020 6G: Vision, Requirements, Technical Challenges, Standardization & Implementations Dr. Shahid Mumtaz
November 25, 2020 Fast & Efficient Tetrahedral Mesh Traversal for Surface and Volume Rendering Alper Şahıstan
November 25, 2020 Object Detection in Remote Sensing Imagery Atakan Serbes
November 25, 2020 Representation Learning for Improved Facial Analysis Mehmet Oğuz Sakaoğlu
November 18, 2020 Taxonomy of Bug Tracking Process Smells Khushbakht Ali Qamar
November 18, 2020 Deepfake Detection Exploiting Subtle Cues Aydamir Mirzayev
November 04, 2020 Deep Learning for Digital Pathology Can Taylan Sarı
November 04, 2020 Computational Assessment of Depression Severity using Behavioral Cues Ergun Batuhan Kaynak
November 04, 2020 Efficient Hybrid Parallel Stochastic Gradient Descent Kemal Büyükkaya
October 27, 2020 Predicting informative spatio-temporal neurodevelopmental windows and gene risk for autism spectrum disorder Oğuzhan Karakahya
October 27, 2020 MULTITASK LEARNING OF GENE RISK FOR AUTISM SPECTRUM DISORDER AND INTELLECTUAL DISABILITY İlayda Beyreli
October 27, 2020 UNSUPERVISED CONCEPT DRIFT DETECTION USING SLIDING WINDOWS: TWO CONTRIBUTIONS Ömer Gözüaçık
October 21, 2020 DLC: Deceit Localization and Comparative analysis model based on novel, factually-labeled database Berat Biçer
October 21, 2020 Bag of subgraphs for Region of Interest Classification in Breast Histopathology Bayram Berdiyev
October 21, 2020 Analyzing and Transferring Personality in Real-Life Images Sinan Sonlu
October 14, 2020 Automatic determination of navigable areas for augmented crowd simulations Yalım Doğan
October 14, 2020 MatchMaker: A Deep Learning Framework for Drug Synergy Prediction Halil Ibrahim Kuru
October 13, 2020 A compound Graph Layout Algorithm with Support for Ports Alihan Okka
September 15, 2020 Parallel Stochastic Gradient Descent on Multicore Architectures Selçuk Gülcan
September 14, 2020 DOUBLETDETECTOR: A METHOD TO DETECT DOUBLET CELLS IN OPEN CHROMATIN REGIONS Alper Eroğlu
September 14, 2020 Predicting Carbon Spectrum in Heteronuclear Single Quantum Coherence Spectroscopy for Online Feedback During Surgery Emin Onur Karakaşlar
September 11, 2020 Custom Hardware Optimizations for Reliable and High Performance Computer Architectures Hamzeh Ahangari
September 11, 2020 Scratch-Pad Memory Based Custom Processor Design For Graph Applications Gülce Pulat
August 24, 2020 GateKeeper-GPU: accelerated Pre-alignment Filtering in Short Read Mapping Zülal Bingöl
August 20, 2020 Privacy Preserving and Robust Watermarking on Sequential Genome Data using Belief Propagation and Local Differential Privacy Abdullah Çağlar Öksüz
August 14, 2020 SERVER AND WIRELESS NETWORK RESOURCE ALLOCATION STRATEGIES IN HETEROGENEOUS CLOUD DATA CENTERS Cem Mergenci
August 5, 2020 On the tradeoff between privacy and utility in genomic studies: differential privacy under dependent tuples Nour M.N. Alserr
July 27, 2020 Shape-preserving loss in deep learning for cell segmentation Furkan Hüseyin
July 20, 2020 Send Volume Balancing in Reduce Operations Muhammed Çavuşoğlu
January 28, 2020 High-performance Computing and Advanced Programmer Productivity Dr. Engin Kayraklıoğlu
January 24, 2020 Distributed Stream-Processing Framework for Graph-based Sequence Alignment Alim Şükrücan Gökkaya
January 16, 2020 Addressing Integrated Circuit Integrity Using Statistical Analysis and Machine Learning Techniques Dr. Burçin Çakır
January 15, 2020 Memory-Centric, Low-Complexity Image Reconstruction for the Exascale Era of Computing Mert Hidayetoğlu
January 09, 2020 Resource Allocation and Provisioning in Edge Cloudlets Dr. Onur Aşcıgil
January 08, 2020 Style Synthesizing Conditional Generative Adversarial Networks Yarkın Deniz Çetin
January 07, 2020 Natural Interfaces to Databases Dr. Fatma Özcan
January 06, 2020 Unsupervised feature learning and adaptation for a diverse visual world Ayşegül Dündar

  Seminars in 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008, 2007, 2006, 2005, 2004, 2003, 2002.