Dynamical Detection on Urban Sprawl Based on EO Data. - Hongyi Pan; Wenfu Peng; Wei He; Guiguo Jiang; Jieming Zhou; Wancun Zhou (IFITA (3), 2009)

Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. - Hongyi Pan; Diaa Badawi; Ahmet Enis Çetin (ICPR, 2020)

Linking the Random Forests Model and GIS to Assess Geo-Hazards Risk: A Case Study in Shifang County, China. - Pei Huang 011; Li Peng 006; Hongyi Pan (IEEE Access, 2020)

Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants. - Diaa Badawi; Hongyi Pan; Sinan Cem Cetin; A. Enis Çetin (IEEE J. Sel. Top. Signal Process., 2020)

Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. - Hongyi Pan; Diaa Badawi; Ahmet Enis Çetin (Sensors, 2020)

Additive neural network for forest fire detection. - Hongyi Pan; Diaa Badawi; Xi Zhang; Ahmet Enis Çetin (Signal Image Video Process., 2020)

Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. - Hongyi Pan; Diaa Badawi; Ahmet Enis Çetin (CVPR Workshops, 2021)

Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm. - Hongyi Pan; Diaa Badawi; Erdem Koyuncu; A. Enis Çetin (EUSIPCO, 2021)

Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm. - Hongyi Pan; Diaa Badawi; Erdem Koyuncu; A. Enis Çetin (CoRR, 2021)

Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. - Hongyi Pan; Diaa Badawi; Chang Chen; Adam C. Watts; Erdem Koyuncu; Ahmet Enis Çetin (CVPR Workshops, 2022)

Multiplication-Avoiding Variant of Power Iteration with Applications. - Hongyi Pan; Diaa Badawi; Runxuan Miao; Erdem Koyuncu; Ahmet Enis Çetin (ICASSP, 2022)

Multipod Convolutional Network. - Hongyi Pan; Salih Atici; Ahmet Enis Çetin (CoRR, 2022)

DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. - Hongyi Pan; Xin Zhu 005; Salih Atici; Ahmet Enis Çetin (CoRR, 2022)

Normalized Stochastic Gradient Descent Training of Deep Neural Networks. - Salih Atici; Hongyi Pan; Ahmet Enis Çetin (CoRR, 2022)

Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From University of California San Diego. - Xiaochen Li; Maximilian Apodaca; Arunav Gupta; Zihao Kong; Hongyi Pan; Hongyu Zhou; Mary P. Thomas; Martin Kandes; Zhaoyi Li; Mahidhar Tatineni; Lewis Carroll (IEEE Trans. Parallel Distributed Syst., 2022)

Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. - Hongyi Pan; Diaa Badawi; Ahmet Enis Çetin (ACM Trans. Embed. Comput. Syst., 2022)

GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. - Bin Wang 068; Armstrong Aboah; Zheyuan Zhang; Hongyi Pan; Ulas Bagci (Gaze Meets ML, 2023)

Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. - Salih Atici; Hongyi Pan; Mohammed H. Elnagar; Veerasathpurush Allareddy; Omar Suhaym; Rashid Ansari; Ahmet Enis Çetin (ICASSP, 2023)

Real-Time Wireless ECG-Derived Respiration Rate Estimation using an Autoencoder with a DCT Layer. - Hongyi Pan; Xin Zhu 005; Zhilu Ye; Pai-Yen Chen; Ahmet Enis Çetin (ICASSP, 2023)

A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. - Salih Furkan Atici; Hongyi Pan; Mohammed H. Elnagar; Veerasathpurush Allareddy; Rashid Ansari; Omar Suhaym; Ahmet Enis Çetin (ICECS, 2023)

A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. - Hongyi Pan; Xin Zhu 005; Salih Furkan Atici; Ahmet Enis Çetin (ICML, 2023)

Hybrid Binary Neural Networks: A Tutorial Review. - Ahmet Enis Çetin; Hongyi Pan (VTS, 2023)

Orthogonal Transform Domain Approaches for the Convolutional Layer. - Hongyi Pan; Xin Zhu 005; Salih Atici; Ahmet Enis Çetin (CoRR, 2023)

GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. - Bin Wang 068; Hongyi Pan; Armstrong Aboah; Zheyuan Zhang; Ahmet Enis Çetin; Drew A. Torigian; Baris Turkbey; Elizabeth A. Krupinski; Jayaram K. Udupa; Ulas Bagci (CoRR, 2023)

Domain Generalization with Fourier Transform and Soft Thresholding. - Hongyi Pan; Bin Wang 068; Zheyuan Zhan; Xin Zhu 005; Debesh Jha; Ahmet Enis Çetin; Concetto Spampinato; Ulas Bagci (CoRR, 2023)

PAM-UNet: Shifting Attention on Region of Interest in Medical Images. - Abhijit Das; Debesh Jha; Vandan Gorade; Koushik Biswas; Hongyi Pan; Zheyuan Zhang; Daniela P. Ladner; Yury Velichko; Amir Borhani; Ulas Bagci (EMBC, 2024)

Domain Generalization with fourier Transform and soft thresholding. - Hongyi Pan; Bin Wang 068; Zheyuan Zhang; Xin Zhu 005; Debesh Jha; Ahmet Enis Çetin; Concetto Spampinato; Ulas Bagci (ICASSP, 2024)

Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. - Xin Zhu 005; Hongyi Pan; Salih Atici; Ahmet Enis Çetin (ICASSP, 2024)

Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. - Xin Zhu 005; Hongyi Pan; Shuaiang Rong; Ahmet Enis Çetin (ICASSP, 2024)

Underdetermined Source Signal Reconstruction Based on Multi-modal Fusion. - Hongyi Pan; Lichun Li; Hailong Zhang; Weinian Li; Siyao Tian (ICCT, 2024)

A Probabilistic Hadamard U-Net for MRI Bias Field Correction. - Xin Zhu 005; Hongyi Pan; Batuhan Gundogdu; Debesh Jha; Yury Velichko; Adam B. Murphy; Ashley Ross; Baris Turkbey; Ahmet Enis Çetin; Ulas Bagci (MLMI@MICCAI (1), 2024)

AlN Sputtering Parameter Estimation Using A Multichannel Parallel DCT Neural Network. - Yingyi Luo; Talha M. Khan; Emadeldeen Hamdan; Xin Zhu 005; Hongyi Pan; Didem Ozevin; A. Enis Çetin (VTS, 2024)

GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. - Bin Wang 068; Hongyi Pan; Armstrong Aboah; Zheyuan Zhang; Elif Keles; Drew A. Torigian; Baris Turkbey; Elizabeth A. Krupinski; Jayaram K. Udupa; Ulas Bagci (WACV, 2024)

A Probabilistic Hadamard U-Net for MRI Bias Field Correction. - Xin Zhu 005; Hongyi Pan; Yury Velichko; Adam B. Murphy; Ashley Ross; Baris Turkbey; Ahmet Enis Çetin; Ulas Bagci (CoRR, 2024)

MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. - Debesh Jha; Nikhil Kumar Tomar; Koushik Biswas; Gorkem Durak; Matthew Antalek; Zheyuan Zhang; Bin Wang 068; Md Mostafijur Rahman; Hongyi Pan; Alpay Medetalibeyoglu; Yury Velichko; Daniela P. Ladner; et al. (CoRR, 2024)

DCT-Based Decorrelated Attention for Vision Transformers. - Hongyi Pan; Emadeldeen Hamdan; Xin Zhu 005; Koushik Biswas; Ahmet Enis Çetin; Ulas Bagci (CoRR, 2024)

PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. - Debesh Jha; Nikhil Kumar Tomar; Vanshali Sharma; Quoc-Huy Trinh; Koushik Biswas; Hongyi Pan; Ritika Kumari Jha; Gorkem Durak; Alexander Hann; Jonas Varkey; Hang Viet Dao; Long Van Dao; et al. (CoRR, 2024)

Sparse Mamba: Reinforcing Controllability In Structural State Space Models. - Emadeldeen Hamdan; Hongyi Pan; Ahmet Enis Çetin (CoRR, 2024)

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. - Hongyi Pan; Gorkem Durak; Zheyuan Zhang; Yavuz Taktak; Elif Keles; Ertugrul Aktas; Alpay Medetalibeyoglu; Yury Velichko; Concetto Spampinato; Ivo Schoots; Marco J. Bruno; Rajesh N. Keswani; et al. (CoRR, 2024)

Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks. - Salih Furkan Atici; Hongyi Pan; Ahmet Enis Çetin (Trans. Mach. Learn. Res., 2024)

A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. - Xin Zhu 005; Daoguang Yang; Hongyi Pan; Hamid Reza Karimi; Didem Ozevin; Ahmet Enis Çetin (Eng. Appl. Artif. Intell., 2024)

Wildfire detection via transfer learning: a survey. - Ziliang Hong; Emadeldeen Hamdan; Yifei Zhao; Tianxiao Ye; Hongyi Pan; Ahmet Enis Çetin (Signal Image Video Process., 2024)

Time-Frequency Aliased Signal Identification Based on Multimodal Feature Fusion. - Hailong Zhang; Lichun Li; Hongyi Pan; Weinian Li; Siyao Tian (Sensors, 2024)

ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. - Nastaran Darabi; Maeesha Binte Hashem; Hongyi Pan; Ahmet Enis Çetin; Wilfred Gomes; Amit Ranjan Trivedi (IEEE Trans. Very Large Scale Integr. Syst., 2024)

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation. - Songlin Xu; Hao-Ning Wen; Hongyi Pan; Dallas Dominguez; Dongyin Hu; Xinyu Zhang 003 (CHI, 2025)

MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. - Debesh Jha; Nikhil Kumar Tomar; Koushik Biswas; Gorkem Durak; Matthew Antalek; Zheyuan Zhang; Bin Wang 068; Md Mostafijur Rahman; Hongyi Pan; Alpay Medetalibeyoglu; Vandan Gorade; Abhijit Das; et al. (ICASSP, 2025)

Frequency-Based Federated Domain Generalization for Polyp Segmentation. - Hongyi Pan; Debesh Jha; Koushik Biswas; Ulas Bagci (ICASSP, 2025)

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. - Hongyi Pan; Gorkem Durak; Zheyuan Zhang; Yavuz Taktak; Elif Keles; Halil Ertugrul Aktas; Alpay Medetalibeyoglu; Yury Velichko; Concetto Spampinato; Ivo Schoots; Marco J. Bruno; Rajesh N. Keswani; et al. (ISBI, 2025)

IPMN Risk Assessment Under Federated Learning Paradigm. - Hongyi Pan; Ziliang Hong; Gorkem Durak; Elif Keles; Halil Ertugrul Aktas; Yavuz Taktak; Alpay Medetalibeyoglu; Zheyuan Zhang; Yury Velichko; Concetto Spampinato; Ivo Schoots; Marco J. Bruno; et al. (ISBI, 2025)

Optimizing Neural Network Effectiveness via Non-monotonicity Refinement. - Koushik Biswas; Amit Reza; Meghana Karri; Debesh Jha; Hongyi Pan; Nikhil Kumar Tomar; Aliza Subedi; Smriti Regmi; Ulas Bagci (WACV, 2025)

A lightweight model for the retinal disease classification using optical coherence tomography. - Hongyi Pan; Jingpeng Miao; Jie Yu; Jingran Dong; Mingming Zhang; Xiaobing Wang; Jihong Feng (Biomed. Signal Process. Control., 2025)

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning. - Zheyuan Zhang; Elif Keles; Gorkem Durak; Yavuz Taktak; Onkar Susladkar; Vandan Gorade; Debesh Jha; Asli C. Ormeci; Alpay Medetalibeyoglu; Lanhong Yao; Bin Wang 068; Ilkin Sevgi Isler; et al. (Medical Image Anal., 2025)

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation. - Songlin Xu; Hao-Ning Wen; Hongyi Pan; Dallas Dominguez; Dongyin Hu; Xinyu Zhang (CoRR, 2025)

Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets. - Hongyi Pan; Emadeldeen Hamdan; Xin Zhu 005; Salih Atici; Ahmet Enis Çetin (IEEE Trans. Neural Networks Learn. Syst., 2025)

VideoAds for Fast-Paced Video Understanding: Where Opensource Foundation Models Beat GPT-4o & Gemini-1.5 Pro. - Zheyuan Zhang; Monica Dou; Linkai Peng; Hongyi Pan; Ulas Bagci; Boqing Gong (CoRR, 2025)

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation. - Hongyi Pan; Ziliang Hong; Gorkem Durak; Ziyue Xu 001; Ulas Bagci (CoRR, 2025)

Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network. - Xin Zhu 005; Hongyi Pan; Ahmet Enis Çetin (IEEE Internet Things J., 2025)

Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning. - Hongyi Pan; Gorkem Durak; Elif Keles; Deniz Seyithanoglu; Zheyuan Zhang; Alpay Medetalibeyoglu; Halil Ertugrul Aktas; Andrea Mia Bejar; Ziliang Hong; Yavuz Taktak; Gulbiz Dagoglu Kartal; Sukru Mehmet Erturk; et al. (CoRR, 2025)