Yang, Junhuan

1. The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices
   2022/02/23 by Sheng, Yi, Yang, Junhuan, Wu, Yawen +5 · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. On-Device Unsupervised Image Segmentation
   2023/02/24 by Junhuan Yang, Yi Sheng, Yang, Junhuan +7 · 2 citations
   Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Micro and Nano Robotics
3. Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow
   2021/09/08 by Zhiding Liang, Zhepeng Wang, Liang, Zhiding +11 · 1 citation
   Computer Science · Engineering · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Advancements in Semiconductor Devices and Circuit Design
4. Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models
   2023/08/26 by Yi Sheng, Sheng, Yi, Junhuan Yang +9 · 1 citation
   Medicine · #Cutaneous Melanoma Detection and Management #Skin Protection and Aging
5. A Physics-guided Generative AI Toolkit for Geophysical Monitoring
   2024/01/06 by Junhuan Yang, Yang, Junhuan, Hanchen Wang +7 · 1 citation
   Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
6. A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset
   2025/01/01 by Junhuan Yang, Yang, Junhuan, Yuzhou Zhang +7 · 1 citation
   Computer Science · Decision Sciences · Health Professions · #Advanced Clustering Algorithms Research #Artificial Intelligence in Healthcare #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)