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GIST Scholar College of Artificial Intelligence Department of Electrical Engineering and Computer Science

4. Theses(Ph.D)179

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21 Thesis Uncertainty-Driven Solution Space Exploration for Single-Image Super-Resolution Daeyoung Han 2026
22 Thesis Learning for Visual Understanding: A Data-Centric Perspective Yechan Kim 2026
23 Thesis Hardware-Efficient Hierarchical Spiking Neural Architectures for Edge Applications Jung-Gyun Kim 2026
24 Thesis Sample-Efficient Learning and Compositional Generalization in Scientific Machine Learning Giup Seo 2026
25 Thesis Adaptation Methods for DSP-based Receivers Azevedo Tavares, Yang 2025
26 Thesis Development of feature selection methods for cancer diagnosis and prognosis using omics data Euiyoung Oh School of Electrical Engineering and Computer Science Gwangju Institute of Science and Technology 오의영 2025
27 Thesis Visual Multi-Object Tracking with Re-Identification using Labeled Random Finite Sets MA, VAN LINH 2025
28 Thesis Fabrication and Characterization of GaAs Photoconductive Semiconductor Switches 김용표 2025
29 Thesis Area Efficient CFET SRAM and High PFOM Ga2O3 Power Transistor Design via In-House TCAD Process and Device Simulation 김인기 2025
30 Thesis Development of prediction models for risk of anti-cancer drug 백빈 2025
31 Thesis Efficient simulation methodology for locally deformed cylindrical semiconductor devices 장건태 2025
32 Thesis Quantum Approximate Metaheuristic Optimization: Formulation, Development, and Examination 김준석 2025
33 Thesis An Energy-Efficient CMOS Neuromorphic Hardware for RRAM-Based In-Memory Computing Applications Dowon Kim 2025
34 Thesis Postfilter for multi-channel speech enhancement integrating spatial and spectro-temporal information Sein Cheong 2025
35 Thesis Design and implementation of bio-inspired camera systems for dynamic environments Jang Hyuk Jae 2025
36 Thesis Deep Learning-Based Phase Unwrapping and Image Denoising for 3D Reconstruction in Digital Holography and Photoacoustic Imaging Muhammad Awais 2025
37 Thesis Demand Flexibility Strategies in Electricity Markets through CDM and VPP Integration Jeseok Ryu 2025
38 Thesis Investigation of DC and AC Characteristics in Gate-All-Around Field-Effect Transistor Using the Non-equilibrium Green’s Function Approach Phil-Hun Ahn 2025
39 Thesis Interpretable dose-dependent cancer-drug response prediction for precision medicine IlJung Jin 2025
40 Thesis Quasi-1D Model for Acceleration of Semiconductor Device Simulation Based on Compact Charge Model Kwang-Woon Lee 2025

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