Ercan Engin Kuruoglu

78 papers A* 2A 1B 8Misc 2Journal 54Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Classification and recognition of brain tumors from MRI images based on improved YOLOv6. Biomed. Signal Process. Control. Hongkang Zhang, Shao-Lun Huang, Ercan Engin Kuruoglu
2026	J	`jnl`	Function-Space Empirical Bayes Regularisation with Large Vision-Language Model Priors. CoRR Pengcheng Hao, Huaze Tang, Ercan Engin Kuruoglu, Wenbo Ding
2026	J	`jnl`	Function-Space Empirical Bayes Regularisation with Student's t Priors. CoRR Pengcheng Hao, Ercan Engin Kuruoglu
2026	J	`jnl`	Improved post training quantization for heavy tailed model parameters in neural network. Signal Process. Jipeng Li, Xueqiong Yuan, Ercan Engin Kuruoglu
2026	A	`conf`	ParaFormer: A Generalized PageRank Graph Transformer for Graph Representation Learning. WSDM Chaohao Yuan, Zhenjie Song, Ercan Engin Kuruoglu, Kangfei Zhao, Yang Liu, Deli Zhao, Hong Cheng, Yu Rong
2026	J	`jnl`	Unifying structural proximity and equivalence for enhanced dynamic network embedding. Expert Syst. Appl. Suchanuch Piriyasatit, Chaohao Yuan, Ercan Engin Kuruoglu
2025	J	`jnl`	A Survey of Graph Transformers: Architectures, Theories and Applications. CoRR Chaohao Yuan, Kangfei Zhao, Ercan Engin Kuruoglu, Liang Wang, Tingyang Xu, Wenbing Huang, Deli Zhao, Hong Cheng, Yu Rong
2025	B	`conf`	ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding. IJCNN Suchanuch Piriyasatit, Chaohao Yuan, Ercan Engin Kuruoglu
2025	J	`jnl`	ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding. CoRR Suchanuch Piriyasatit, Chaohao Yuan, Ercan Engin Kuruoglu
2025	B	`conf`	Bayesian Graph Convolutional Neural Network with Noise Injection. IJCNN Dongdong Nian, Xueqiong Yuan, Ercan Engin Kuruoglu
2025	J	`jnl`	Binarized Simplicial Convolutional Neural Networks. Neural Networks Yi Yan, Ercan Engin Kuruoglu
2025	—	`conf`	BrainNetMLP: An Efficient and Effective Baseline for Functional Brain Network Classification. EMA4MICCAI Jiacheng Hou, Zhenjie Song, Ercan Engin Kuruoglu
2025	J	`jnl`	BrainNetMLP: An Efficient and Effective Baseline for Functional Brain Network Classification. CoRR Jiacheng Hou, Zhenjie Song, Ercan Engin Kuruoglu
2025	J	`jnl`	Cauchy Graph Convolutional Networks. Int. J. Approx. Reason. Taurai Muvunza, Yang Li, Ercan Engin Kuruoglu
2025	Misc	`conf`	Efficient Global Attention and Correlation-Aware Fusion for Hyperspectral Image Classification. ICASSP Hongkang Zhang, Shao-Lun Huang, Ercan Engin Kuruoglu
2025	A*	`conf`	LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract). AAAI Dayu Qin, Yi Yan, Ercan Engin Kuruoglu
2025	J	`jnl`	Minimax Bayesian Neural Networks. Entropy Junping Hong, Ercan Engin Kuruoglu
2025	—	`conf`	Monte Carlo Functional Regularisation for Continual Learning. EUSIPCO Pengcheng Hao, Menghao Waiyan William Zhu, Ercan Engin Kuruoglu
2025	J	`jnl`	Monte Carlo Functional Regularisation for Continual Learning. CoRR Pengcheng Hao, Menghao Waiyan William Zhu, Ercan Engin Kuruoglu
2025	B	`conf`	On Sequential Maximum a Posteriori Inference for Continual Learning. IJCNN Menghao Waiyan William Zhu, Ercan Engin Kuruoglu
2025	J	`jnl`	ParaFormer: A Generalized PageRank Graph Transformer for Graph Representation Learning. CoRR Chaohao Yuan, Zhenjie Song, Ercan Engin Kuruoglu, Kangfei Zhao, Yang Liu, Deli Zhao, Hong Cheng, Yu Rong
2025	—	`conf`	Predicting Synesthetic Experience from Resting-State fMRI: A Graph-Based Deep Learning Approach. EUSIPCO Alex Noah Feldman, Melliou Aikaterini, Peiwu Qin, Yang Li, Ercan Engin Kuruoglu
2025	J	`jnl`	Robustness enhancement in neural networks with alpha-stable training noise. Digit. Signal Process. Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoglu
2025	J	`jnl`	Sequential Function-Space Variational Inference via Gaussian Mixture Approximation. CoRR Menghao Waiyan William Zhu, Pengcheng Hao, Ercan Engin Kuruoglu
2025	J	`jnl`	Spatio-Temporal Graph Structure Learning for Earthquake Detection. CoRR Suchanun Piriyasatit, Ercan Engin Kuruoglu, Mehmet Sinan Ozeren
2025	B	`conf`	Spectral Core Entropy Based Graph Data Generation Algorithm. IJCNN Dongdong Nian, Dayu Qin, Ercan Engin Kuruoglu
2025	B	`conf`	Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective. IJCNN Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoglu
2025	J	`jnl`	Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective. CoRR Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoglu
2025	J	`jnl`	Unifying Structural Proximity and Equivalence for Enhanced Dynamic Network Embedding. CoRR Suchanuch Piriyasatit, Chaohao Yuan, Ercan Engin Kuruoglu
2024	J	`jnl`	Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation. CoRR Yi Yan, Changran Peng, Ercan Engin Kuruoglu
2024	J	`jnl`	Attention based hybrid parametric and neural network models for non-stationary time series prediction. Expert Syst. J. Knowl. Eng. Zidi Gao, Ercan Engin Kuruoglu
2024	J	`jnl`	Bayesian Neural Network For Personalized Federated Learning Parameter Selection. CoRR Mengen Luo, Ercan Engin Kuruoglu
2024	J	`jnl`	Beyond Photometric Consistency: Geometry-Based Occlusion-Aware Unsupervised Light Field Disparity Estimation. IEEE Trans. Neural Networks Learn. Syst. Wenhui Zhou, Lili Lin, Yongjie Hong, Qiujian Li, Xingfa Shen, Ercan Engin Kuruoglu
2024	—	`conf`	Cauchy Graphical Models. PGM Taurai Muvunza, Yang Li, Ercan Engin Kuruoglu
2024	J	`jnl`	Cross-Sign Language Transfer Learning Using Domain Adaptation with Multi-scale Temporal Alignment. Multim. Tools Appl. Keren Artiaga, Yang Li, Ercan Engin Kuruoglu, Wai Kin (Victor) Chan
2024	J	`jnl`	Exploring Weight Distributions and Dependence in Neural Networks With $\alpha$-Stable Distributions. IEEE Trans. Artif. Intell. Jipeng Li, Xueqiong Yuan, Ercan Engin Kuruoglu
2024	J	`jnl`	Graph Signal Adaptive Message Passing. CoRR Yi Yan, Changran Peng, Ercan Engin Kuruoglu
2024	B	`conf`	Graph Structure Optimization using Simulated Annealing. IJCNN Dongdong Nian, Ercan Engin Kuruoglu
2024	J	`jnl`	HGR Correlation Pooling Fusion Framework for Recognition and Classification in Multimodal Remote Sensing Data. Remote. Sens. Hongkang Zhang, Shao-Lun Huang, Ercan Engin Kuruoglu
2024	J	`jnl`	LLM Online Spatial-temporal Signal Reconstruction Under Noise. CoRR Yi Yan, Dayu Qin, Ercan Engin Kuruoglu
2024	J	`jnl`	LLM-based Online Prediction of Time-varying Graph Signals. CoRR Dayu Qin, Yi Yan, Ercan Engin Kuruoglu
2024	J	`jnl`	MHFNet: An Improved HGR Multimodal Network for Informative Correlation Fusion in Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hongkang Zhang, Shao-Lun Huang, Ercan Engin Kuruoglu
2024	J	`jnl`	On Sequential Loss Approximation for Continual Learning. CoRR Menghao Waiyan William Zhu, Ercan Engin Kuruoglu
2024	J	`jnl`	Optimized Parameter-Efficient Deep Learning Systems via Reversible Jump Simulated Annealing. IEEE J. Sel. Top. Signal Process. Peter Marsh, Ercan Engin Kuruoglu
2024	Misc	`conf`	Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity. ICASSP Fengfan Zhao, Ercan Engin Kuruoglu
2024	J	`jnl`	Time-Varying GPS Displacement Network Modeling by Sequential Monte Carlo. Entropy Suchanun Piriyasatit, Ercan Engin Kuruoglu, Mehmet Sinan Ozeren
2024	—	`conf`	Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder. BI (1) Yuzhe Chen, Dayu Qin, Ercan Engin Kuruoglu
2024	J	`jnl`	Transformer-Based Light Field Geometry Learning for No-Reference Light Field Image Quality Assessment. IEEE Trans. Broadcast. Lili Lin, Siyu Bai, Mengjia Qu, Xuehui Wei, Luyao Wang, Feifan Wu, Biao Liu, Wenhui Zhou, Ercan Engin Kuruoglu
2024	B	`conf`	Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune. IJCNN Chi Xu, Mengen Luo, Ercan Engin Kuruoglu
2024	J	`jnl`	Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune. CoRR Mengen Luo, Chi Xu, Ercan Engin Kuruoglu
2023	J	`jnl`	Bayesian Neural Networks: A Min-Max Game Framework. CoRR Junping Hong, Ercan Engin Kuruoglu
2023	J	`jnl`	Graph Normalized-LMP Algorithm for Signal Estimation Under Impulsive Noise. J. Signal Process. Syst. Yi Yan, Radwa Adel, Ercan Engin Kuruoglu
2023	J	`jnl`	Multivariate Time Series Forecasting With GARCH Models on Graphs. IEEE Trans. Signal Inf. Process. over Networks Junping Hong, Yi Yan, Ercan Engin Kuruoglu, Wai Kin Chan
2023	J	`jnl`	Non-homogeneous Poisson and renewal processes as spatial models for cancer mutation. Comput. Biol. Chem. Hengyuan Miao, Ercan Engin Kuruoglu, Tao Xu
2023	J	`jnl`	Online Signal Estimation on the Graph Edges via Line Graph Transformation. CoRR Yi Yan, Ercan Engin Kuruoglu
2023	J	`jnl`	Robust Recovery for Graph Signal via $\ell _{0}$-Norm Regularization. IEEE Signal Process. Lett. Xiao Peng Li, Yi Yan, Ercan Engin Kuruoglu, Hing Cheung So, Yuan Chen
2023	J	`jnl`	Robustness Enhancement in Neural Networks with Alpha-Stable Training Noise. CoRR Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoglu
2022	J	`jnl`	Graph Normalized-LMP Algorithm for Signal Estimation Under Impulsive Noise. CoRR Yi Yan, Radwa Adel, Ercan Engin Kuruoglu
2022	—	`conf`	Hyperspectral Anomaly Detection with Multivariate Skewed t Background Model. SIU Koray Kayabol, Ensar Burak Aytekin, Sertaç Arisoy, Ercan Engin Kuruoglu
2022	J	`jnl`	Neural Network Structure Optimization by Simulated Annealing. Entropy Chun Lin Kuo, Ercan Engin Kuruoglu, Wai Kin Victor Chan
2022	A*	`conf`	PAC-Bayes Information Bottleneck. ICLR Zifeng Wang, Shao-Lun Huang, Ercan Engin Kuruoglu, Jimeng Sun, Xi Chen, Yefeng Zheng
2022	J	`jnl`	Robust structural similarity index measure for images with non-Gaussian distortions. Pattern Recognit. Lett. Lili Lin, Hong Chen, Ercan Engin Kuruoglu, Wenhui Zhou
2022	J	`jnl`	Skewed t-Distribution for Hyperspectral Anomaly Detection Based on Autoencoder. IEEE Geosci. Remote. Sens. Lett. Koray Kayabol, Ensar Burak Aytekin, Sertac Arisoy, Ercan Engin Kuruoglu
2022	J	`jnl`	Unsupervised learning of light field depth estimation with spatial and angular consistencies. Neurocomputing Lili Lin, Qiujian Li, Bin Gao, Yuxiang Yan, Wenhui Zhou, Ercan Engin Kuruoglu
2021	—	`conf`	A Hybrid Model Integrating LSTM and Garch for Bitcoin Price Prediction. MLSP Zidi Gao, Yiwen He, Ercan Engin Kuruoglu
2021	B	`conf`	Enhancing Neural Network Based Hybrid Learning with Empirical Wavelet Transform for Time Series Forecasting. ICTAI Bunchalit Eua-Arporn, Shao-Lun Huang, Ercan Engin Kuruoglu
2021	—	`conf`	How Does Policy Stringency Affect the Spread of COVID-19 Pandemic? A Country Level Study. EUSIPCO Yicong Li, Calvin Chan, Yang Li, Ercan Engin Kuruoglu
2021	J	`jnl`	Letter from the Editor: While I weigh the anchor: Editor's farewell. Digit. Signal Process. Ercan Engin Kuruoglu
2021	J	`jnl`	Modelling Time-Varying Epidemiological Parameters for COVID-19. ERCIM News Ercan Engin Kuruoglu, Yang Li
2021	J	`jnl`	Robust dense light field reconstruction from sparse noisy sampling. Signal Process. Wenhui Zhou, Jiangwei Shi, Yongjie Hong, Lili Lin, Ercan Engin Kuruoglu
2019	J	`jnl`	An Iteratively Reweighted Instrumental-Variable Estimator for Robust 3-D AOA Localization in Impulsive Noise. IEEE Trans. Signal Process. Ngoc Hung Nguyen, Kutluyil Dogançay, Ercan Engin Kuruoglu
2018	J	`jnl`	How Do Detected Objects Affect the Noise Distribution of Terahertz Security Images? IEEE Access Zhaodi Wang, Menghan Hu, Ercan Engin Kuruoglu, Wenhan Zhu, Guangtao Zhai
2017	J	`jnl`	Variance analysis of unbiased complex-valued ℓ Signal Process. Yuan Chen, Hing-Cheung So, Ercan Engin Kuruoglu, Xiao Long Yang
2016	J	`jnl`	Variance analysis of unbiased least ℓ Signal Process. Yuan Chen, Hing-Cheung So, Ercan Engin Kuruoglu
2014	—	`conf`	Density parameter estimation for additive Cauchy-Gaussian mixture. SSP Yuan Chen, Ercan Engin Kuruoglu, Hing-Cheung So, Longting Huang, Wen-Qin Wang
2014	—	`conf`	Estimation under additive Cauchy-Gaussian noise using Markov chain Monte Carlo. SSP Yuan Chen, Ercan Engin Kuruoglu, Hing-Cheung So
2011	J	`jnl`	Alpha-Stable Channel Capacity. IEEE Commun. Lett. Jia Wang, Ercan E. Kuruoglu, Tao Zhou, Ercan Engin Kuruoglu
1992	—	`conf`	The Design of Fininte-State Machines for Quantization Using Simulated Anealing. Coding And Quantization Ercan Engin Kuruoglu, Ender Ayanoglu