Publications
Bridging Neural Networks and Wireless Systems with MIMO-OFDM Semantic Communications
IEEE Wirelss Communications, 2025
DOI
Clean-to-clean: pretraining vision transformers without additional data
Machine Vision and Applications, 2024
DOI
Fusing Brilliance: Evaluating the Encoder-Decoder Hybrids with CNN and Swin Transformer for Medical Segmentation
IEEE Access, 2024
DOI
Curved representation space of vision transformers
AAAI Conference on Artificial Intelligence (AAAI), 2024
DOI
On the role of vit and cnn in semantic communications: Analysis and prototype validation
IEEE Access, 2023
DOI
Blurs behave like ensembles: Spatial smoothings to improve accuracy, uncertainty, and robustness
International Conference on Machine Learning (ICML), 2022
DOI
Real-time semantic communications with a vision transformer
International Conference on Communications Workshops (ICC Workshops), 2022
How Do Vision Transformers Work?
International Conference on Learning Representations (ICLR), 2022
arXiv
Vector Quantized Bayesian Neural Network Inference for Data Streams
AAAI Conference on Artificial Intelligence (AAAI), 2021
DOI
FlexSketch: Estimation of Probability Density for Stationary and Non-Stationary Data Streams
Sensors, 2021
Real-time integrated human activity recognition system based on multimodal user understanding
International Conference on Intelligent User Interfaces Companion, 2020
Utilizing Negative Markers for Identifying Mycobacteria Species based on Mass Spectrometry with Machine Learning Methods
International Conference on Bioinformatics and Biomedicine (BIBM), 2019
Music for Sleep and Wake-Up: An Empirical Study
IEEE Access, 2019
Light-induced electrical switch via photo-responsive nanocomposite film
Sensors and Actuators B: Chemical, 2018
Design of mechanical frequency regulator for predictable uniform power from triboelectric nanogenerators
Advanced Energy Materials, 2018
Sigcon: Simplifying a graph based on degree correlation and clustering coefficient
International Conference on High Performance Computing and Communications, 2017
Design and analysis of virtualized caching service on cellular infrastructure
ACM International Symposium on Mobility Management and Wireless Access, 2017
Svm classification model of similar bacteria species using negative marker: Based on matrix-assisted laser desorption/ionization time-of-flight mass spectrometry
International Conference on Bioinformatics and Bioengineering (BIBE), 2017
Validity of biosignal processing system based on haar transform in IoT application
International Conference on Bioinformatics and Bioengineering (BIBE), 2017
Measuring the eccentricity of items
International Conference on Systems, Man, and Cybernetics (SMC), 2017
Virtualized ANR to manage resources for optimization of neighbour cell lists in 5G mobile wireless networks
Mobile Information Systems, 2017
Adaptive interface selection over cloud-based split-layer video streaming via multi-wireless networks
Future Generation Computer Systems, 2016
Multivariate multiple regression models for a big data-empowered SON framework in mobile wireless networks
Mobile Information Systems, 2016
Optimal Multi‐Interface Selection for Mobile Video Streaming in Efficient Battery Consumption and Data Usage
Mobile Information Systems, 2016
Analysis of Key Factors for High Yield AMOLED Display
Journal of Display Technology, 2015
Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews
Knowledge-Based Systems, 2014
Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews
Knowledge-Based Systems, 2014
Enhancing lexicon-based review classification by merging and revising sentiment dictionaries
nternational Joint Conference on Natural Language Processing (IJCNLP), 2013