Shinjae Yoo
- Quantum Long Short-Term Memory
2020/09/03 by Samuel Yen-Chi Chen, Chen, Samuel Yen-Chi, Shinjae Yoo +3 · 24 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Quantum machine learning with differential privacy
2021/03/10 by William M. Watkins, Samuel Yen-Chi Chen, Watkins, William M +3 · 8 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- SwiFT: Swin 4D fMRI Transformer
2023/07/12 by P. Kim, Kim, Peter Yongho, Junbeom Kwon +15 · 9 citations
Neuroscience · Environmental Science · #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging
- Federated Quantum Machine Learning with Differential Privacy
2023/10/10 by Rod Rofougaran, Shinjae Yoo, Rofougaran, Rod +5 · 8 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Quantum Convolutional Neural Networks for High Energy Physics Data Analysis
2020/12/22 by Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chen, Samuel Yen-Chi +6 · 5 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
2022/03/04 by D. Torbunov, Torbunov, Dmitrii, Yi Huang +12 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Federated Quantum Long Short-term Memory (FedQLSTM)
2023/12/21 by Mahdi Chehimi, Samuel Yen-Chi Chen, Chehimi, Mahdi +5 · 4 citations
Computer Science · Engineering · #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture #Molecular Communication and Nanonetworks
- Quantum Gradient Class Activation Map for Model Interpretability
2024/08/12 by Hsin-Yi Lin, H. Eric Tseng, Lin, Hsin-Yi +5 · 5 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Hybrid Quantum-Classical Graph Convolutional Network
2021/01/15 by Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chen, Samuel Yen-Chi +6 · 1 citation
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Computational Physics and Python Applications #Machine Learning in Materials Science
- A Neural PDE Solver with Temporal Stencil Modeling
2023/02/16 by Zhiqing Sun, Sun, Zhiqing, Yiming Yang +3 · 1 citation
Physics and Astronomy · Computer Science · Earth and Planetary Sciences · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Meteorological Phenomena and Simulations
- Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events
2024/12/18 by Ayush Khot, Khot, Ayush, Xihaier Luo +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization
2023/09/08 by Xi Yu, H. Eric Tseng, Yu, Xi +7 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Learning to Measure Quantum Neural Networks
2025/01/10 by Samuel Yen-Chi Chen, Chen, Samuel Yen-Chi, H. Eric Tseng +5 · 4 citations
Computer Science · #Neural Networks and Applications
- Uncertainty-aware predictions of molecular X-ray absorption spectra using neural network ensembles
2022/10/01 by Animesh K. Ghose, Ghose, Animesh, Mikhail Segal +17 · 1 citation
Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Learning to Program Quantum Measurements for Machine Learning
2025/05/18 by Samuel Yen-Chi Chen, Chen, Samuel Yen-Chi, H. Eric Tseng +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation
2024/11/24 by Hee‐Hwan Wang, Kwon, Joonwoo, Jinwoo Lee +9 · 1 citation
Neuroscience · #Embodied and Extended Cognition #Neural dynamics and brain function #Face Recognition and Perception
- Quasi-polar Decomposition of Quantum Neural Networks via Adaptive Non-local Observables
2026/07/29 by Shih-Hao Ho, Yan Li, Huan-Hsin Tseng +3
Physics and Astronomy · #quant-ph
- Observable Geometry for Effective Quantum Circuits
2026/07/22 by Huan-Hsin Tseng, Hsin-Yi Lin, Samuel Yen-Chi Chen +3
#quant-ph
- Auditing Retrieval-Augmented LLM Hypotheses for Longitudinal Cell Painting Morphology
2026/07/17 by Gilchan Park, Guang Zhao, Byung-Jun Yoon +1
#q-bio.QM #cs.AI #cs.CL