Hongyi Pan

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 46

Top Topics

Computationally Efficient

Data Compression

Hadamard Transform

Top Venues

Publications

Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Hailong Zhang, Lichun Li, Hongyi Pan, Weinian Li, Siyao Tian
Time-Frequency Aliased Signal Identification Based on Multimodal Feature Fusion. Sensors 24 (8) (2024)
Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
Domain Generalization with fourier Transform and soft thresholding. ICASSP (2024)
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
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning. CoRR (2024)
Yingyi Luo, Talha M. Khan, Emadeldeen Hamdan, Xin Zhu, Hongyi Pan, Didem Ozevin, A. Enis Çetin
AlN Sputtering Parameter Estimation Using A Multichannel Parallel DCT Neural Network. VTS (2024)
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
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. CoRR (2024)
Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
Wildfire detection via transfer learning: a survey. Signal Image Video Process. 18 (1) (2024)
Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. 32 (6) (2024)
Xin Zhu, Hongyi Pan, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
A Probabilistic Hadamard U-Net for MRI Bias Field Correction. CoRR (2024)
Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. ICASSP (2024)
Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
DCT-Based Decorrelated Attention for Vision Transformers. CoRR (2024)
Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
PAM-UNet: Shifting Attention on Region of Interest in Medical Images. CoRR (2024)
Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin
Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. ICASSP (2024)
Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. WACV (2024)
Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Çetin
Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. ICASSP (2023)
Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Cetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR (2023)
Hongyi Pan, Xin Zhu, Salih Furkan Atici, Ahmet Cetin
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. ICML (2023)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR (2023)
Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. Gaze Meets ML (2023)
Hongyi Pan, Xin Zhu, Zhilu Ye, Pai-Yen Chen, Ahmet Enis Cetin
Real-Time Wireless ECG-Derived Respiration Rate Estimation using an Autoencoder with a DCT Layer. ICASSP (2023)
Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. CoRR (2023)
Ahmet Enis Çetin, Hongyi Pan
Hybrid Binary Neural Networks: A Tutorial Review. VTS (2023)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. CoRR (2023)
Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Cetin, Wilfred Gomes, Amit Ranjan Trivedi
ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation. CoRR (2023)
Salih Furkan Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Rashid Ansari, Omar Suhaym, Ahmet Enis Çetin
A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. ICECS (2023)
Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
Domain Generalization with Fourier Transform and Soft Thresholding. CoRR (2023)
Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
Wildfire Detection Via Transfer Learning: A Survey. CoRR (2023)
Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer. CoRR (2023)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. CoRR (2022)
Hongyi Pan, Salih Atici, Ahmet Enis Çetin
Multipod Convolutional Network. CoRR (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR (2022)
Salih Atici, Hongyi Pan, Ahmet Enis Çetin
Normalized Stochastic Gradient Descent Training of Deep Neural Networks. CoRR (2022)
Xiaochen Li, Maximilian Apodaca, Arunav Gupta, Zihao Kong, Hongyi Pan, Hongyu Zhou, Mary Thomas, Martin Kandes, Zhaoyi Li, Mahidhar Tatineni, Lewis Carroll
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. 33 (9) (2022)
Hongyi Pan, Diaa Badawi, Chang Chen, Adam Watts, Erdem Koyuncu, Ahmet Enis Çetin
Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CVPR Workshops (2021)
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm. EUSIPCO (2021)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CoRR (2021)
Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm. CoRR (2021)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR (2021)
Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Çetin
Additive neural network for forest fire detection. Signal Image Video Process. 14 (4) (2020)
Pei Huang, Li Peng, Hongyi Pan
Linking the Random Forests Model and GIS to Assess Geo-Hazards Risk: A Case Study in Shifang County, China. IEEE Access 8 (2020)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. Sensors 20 (10) (2020)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. ICPR (2020)
Diaa Badawi, Hongyi Pan, Sinan Cem Cetin, A. Enis Çetin
Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Hongyi Pan, Wenfu Peng, Wei He, Guiguo Jiang, Jieming Zhou, Wancun Zhou
Dynamical Detection on Urban Sprawl Based on EO Data. IFITA (3) (2009)