Hongyi Pan - RankMe

74 papers A* 2A 2B 1Misc 10Journal 47Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LUMINA: A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol. CoRR Hongyi Pan, Gorkem Durak, Halil Ertugrul Aktas, Andrea Mia Bejar, Baver Tutun, Emre Uysal, Ezgi Bulbul, Mehmet Fatih Dogan, Berrin Erok, Berna Akkus Yildirim, Sukru Mehmet Erturk, Ulas Bagci
2026	J	`jnl`	VHU-Net: Variational hadamard U-Net for body MRI bias field correction. Medical Image Anal. Xin Zhu, Ahmet Enis Çetin, Gorkem Durak, Batuhan Gündogdu, Ziliang Hong, Hongyi Pan, Ertugrul Aktas, Elif Keles, Hatice Savas, Aytekin Oto, Hiten D. Patel, Adam B. Murphy, Ashley Ross, Frank H. Miller, Baris Turkbey, Ulas Bagci
2025	J	`jnl`	A lightweight model for the retinal disease classification using optical coherence tomography. Biomed. Signal Process. Control. Hongyi Pan, Jingpeng Miao, Jie Yu, Jingran Dong, Mingming Zhang, Xiaobing Wang, Jihong Feng
2025	—	`conf`	Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. ISBI 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, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Michael G. Gorrins, Michael B. Wallace, Ziyue Xu, Ulas Bagci
2025	A*	`conf`	Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation. CHI Songlin Xu, Hao-Ning Wen, Hongyi Pan, Dallas Dominguez, Dongyin Hu, Xinyu Zhang
2025	J	`jnl`	Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation. CoRR Songlin Xu, Hao-Ning Wen, Hongyi Pan, Dallas Dominguez, Dongyin Hu, Xinyu Zhang
2025	J	`jnl`	Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning. CoRR 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, Timurhan Cebeci, Maria Jaramillo Gonzalez, Yury Velichko, Lili Zhao, Emil Agarunov, Federica Proietto Salanitri, Concetto Spampinato, Pallavi Tiwari, Ziyue Xu, Sachin Jambawalikar, Ivo G. Schoots, Marco J. Bruno, Chenchan Huang, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ulas Bagci
2025	J	`jnl`	Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network. IEEE Internet Things J. Xin Zhu, Hongyi Pan, Ahmet Enis Çetin
2025	J	`jnl`	Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation. CoRR Hongyi Pan, Ziliang Hong, Gorkem Durak, Ziyue Xu, Ulas Bagci
2025	Misc	`conf`	Frequency-Based Federated Domain Generalization for Polyp Segmentation. ICASSP Hongyi Pan, Debesh Jha, Koushik Biswas, Ulas Bagci
2025	—	`conf`	IPMN Risk Assessment Under Federated Learning Paradigm. ISBI 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, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ziyue Xu, Ulas Bagci
2025	J	`jnl`	Large-scale multi-center CT and MRI segmentation of pancreas with deep learning. Medical Image Anal. Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci
2025	Misc	`conf`	MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. ICASSP Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Vandan Gorade, Abhijit Das, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2025	J	`jnl`	MammoClean: Toward Reproducible and Bias-Aware AI in Mammography through Dataset Harmonization. CoRR Yalda Zafari, Hongyi Pan, Gorkem Durak, Ulas Bagci, Essam A. Rashed, Mohamed Abdalla Mabrok
2025	J	`jnl`	Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets. IEEE Trans. Neural Networks Learn. Syst. Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2025	A	`conf`	Optimizing Neural Network Effectiveness via Non-monotonicity Refinement. WACV Koushik Biswas, Amit Reza, Meghana Karri, Debesh Jha, Hongyi Pan, Nikhil Kumar Tomar, Aliza Subedi, Smriti Regmi, Ulas Bagci
2025	—	`conf`	Pancreas Part Segmentation Under Federated Learning Paradigm. PRIME@MICCAI Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice Bolan, Rajesh Keswani, Frank H. Miller, Michael B. Wallace, Ulas Bagci
2025	J	`jnl`	Pancreas Part Segmentation under Federated Learning Paradigm. CoRR Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice W. Bolan, Rajesh N. Keswani, Frank H. Miller, Michael A. Wallace, Ulas Bagci
2025	J	`jnl`	VideoAds for Fast-Paced Video Understanding: Where Opensource Foundation Models Beat GPT-4o & Gemini-1.5 Pro. CoRR Zheyuan Zhang, Monica Dou, Linkai Peng, Hongyi Pan, Ulas Bagci, Boqing Gong
2024	—	`conf`	A Probabilistic Hadamard U-Net for MRI Bias Field Correction. MLMI@MICCAI (1) Xin Zhu, Hongyi Pan, Batuhan Gundogdu, Debesh Jha, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
2024	J	`jnl`	A Probabilistic Hadamard U-Net for MRI Bias Field Correction. CoRR Xin Zhu, Hongyi Pan, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
2024	J	`jnl`	A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Eng. Appl. Artif. Intell. Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
2024	J	`jnl`	ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2024	J	`jnl`	Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI. CoRR 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, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Michael G. Goggins, Michael B. Wallace, Ziyue Xu, Ulas Bagci
2024	Misc	`conf`	AlN Sputtering Parameter Estimation Using A Multichannel Parallel DCT Neural Network. VTS Yingyi Luo, Talha M. Khan, Emadeldeen Hamdan, Xin Zhu, Hongyi Pan, Didem Ozevin, A. Enis Çetin
2024	J	`jnl`	DCT-Based Decorrelated Attention for Vision Transformers. CoRR Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
2024	Misc	`conf`	Domain Generalization with fourier Transform and soft thresholding. ICASSP Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
2024	Misc	`conf`	Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. ICASSP Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
2024	A	`conf`	GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. WACV Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
2024	J	`jnl`	IPMN Risk Assessment under Federated Learning Paradigm. CoRR 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, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ziyue Xu, Ulas Bagci
2024	J	`jnl`	Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks. Trans. Mach. Learn. Res. Salih Furkan Atici, Hongyi Pan, Ahmet Enis Çetin
2024	J	`jnl`	Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning. CoRR Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci
2024	J	`jnl`	MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. CoRR Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2024	—	`conf`	PAM-UNet: Shifting Attention on Region of Interest in Medical Images. EMBC Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
2024	J	`jnl`	PAM-UNet: Shifting Attention on Region of Interest in Medical Images. CoRR Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
2024	J	`jnl`	PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. CoRR 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, Binh Phuc Nguyen, Khanh Cong Pham, Quang Trung Tran, Nikolaos Papachrysos, Brandon Rieders, Peter Thelin Schmidt, Enrik Geissler, Tyler M. Berzin, Pål Halvorsen, Michael A. Riegler, Thomas de Lange, Ulas Bagci
2024	J	`jnl`	Sparse Mamba: Reinforcing Controllability In Structural State Space Models. CoRR Emadeldeen Hamdan, Hongyi Pan, Ahmet Enis Çetin
2024	Misc	`conf`	Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. ICASSP Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin
2024	J	`jnl`	Time-Frequency Aliased Signal Identification Based on Multimodal Feature Fusion. Sensors Hailong Zhang, Lichun Li, Hongyi Pan, Weinian Li, Siyao Tian
2024	—	`conf`	Underdetermined Source Signal Reconstruction Based on Multi-modal Fusion. ICCT Hongyi Pan, Lichun Li, Hailong Zhang, Weinian Li, Siyao Tian
2024	J	`jnl`	Wildfire detection via transfer learning: a survey. Signal Image Video Process. Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
2023	—	`conf`	A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. ICECS Salih Furkan Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Rashid Ansari, Omar Suhaym, Ahmet Enis Çetin
2023	A*	`conf`	A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. ICML Hongyi Pan, Xin Zhu, Salih Furkan Atici, Ahmet Enis Çetin
2023	J	`jnl`	A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2023	J	`jnl`	A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. CoRR Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
2023	J	`jnl`	ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation. CoRR Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2023	Misc	`conf`	Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. ICASSP Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Çetin
2023	J	`jnl`	Domain Generalization with Fourier Transform and Soft Thresholding. CoRR Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
2023	J	`jnl`	Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer. CoRR Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
2023	J	`jnl`	GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Enis Çetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
2023	—	`conf`	GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. Gaze Meets ML Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci
2023	Misc	`conf`	Hybrid Binary Neural Networks: A Tutorial Review. VTS Ahmet Enis Çetin, Hongyi Pan
2023	J	`jnl`	Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2023	Misc	`conf`	Real-Time Wireless ECG-Derived Respiration Rate Estimation using an Autoencoder with a DCT Layer. ICASSP Hongyi Pan, Xin Zhu, Zhilu Ye, Pai-Yen Chen, Ahmet Enis Çetin
2023	J	`jnl`	Wildfire Detection Via Transfer Learning: A Survey. CoRR Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
2022	J	`jnl`	Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2022	J	`jnl`	Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2022	J	`jnl`	Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From University of California San Diego. IEEE Trans. Parallel Distributed Syst. Xiaochen Li, Maximilian Apodaca, Arunav Gupta, Zihao Kong, Hongyi Pan, Hongyu Zhou, Mary P. Thomas, Martin Kandes, Zhaoyi Li, Mahidhar Tatineni, Lewis Carroll
2022	J	`jnl`	DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2022	—	`conf`	Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops Hongyi Pan, Diaa Badawi, Chang Chen, Adam C. Watts, Erdem Koyuncu, Ahmet Enis Çetin
2022	Misc	`conf`	Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2022	J	`jnl`	Multipod Convolutional Network. CoRR Hongyi Pan, Salih Atici, Ahmet Enis Çetin
2022	J	`jnl`	Normalized Stochastic Gradient Descent Training of Deep Neural Networks. CoRR Salih Atici, Hongyi Pan, Ahmet Enis Çetin
2021	—	`conf`	Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CVPR Workshops Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2021	J	`jnl`	Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CoRR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2021	J	`jnl`	Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2021	—	`conf`	Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm. EUSIPCO Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
2021	J	`jnl`	Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm. CoRR Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
2020	J	`jnl`	Additive neural network for forest fire detection. Signal Image Video Process. Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Çetin
2020	J	`jnl`	Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants. IEEE J. Sel. Top. Signal Process. Diaa Badawi, Hongyi Pan, Sinan Cem Cetin, A. Enis Çetin
2020	J	`jnl`	Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. Sensors Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2020	B	`conf`	Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. ICPR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2020	J	`jnl`	Linking the Random Forests Model and GIS to Assess Geo-Hazards Risk: A Case Study in Shifang County, China. IEEE Access Pei Huang, Li Peng, Hongyi Pan
2009	—	`conf`	Dynamical Detection on Urban Sprawl Based on EO Data. IFITA (3) Hongyi Pan, Wenfu Peng, Wei He, Guiguo Jiang, Jieming Zhou, Wancun Zhou