Xin Zhu

22 papers A* 1C 1Misc 5Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
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
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 C conf
Efficient Bearing Sensor Data Compression via an Asymmetrical Autoencoder with a Lifting Wavelet Transform Layer.
ISCAS
Xin Zhu, Ahmet Enis Çetin
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 J jnl
The Unsupervised Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Random Access in Cellular IoT.
IEEE Internet Things J.
Xin Zhu, Ahmet Enis Çetin
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 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 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
The Blind Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Massive Random Access.
CoRR
Xin Zhu, 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
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
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
2022 J jnl
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer.
CoRR
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin