Donghwan Kim

1. Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave\n Minimax Problems
   2021/06/04 by Sucheol Lee, Donghwan Kim, Lee, Sucheol +1 · 10 citations
   Computer Science · Engineering · #90C47 #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis
2. Adaptive Restart of the Optimized Gradient Method for Convex Optimization
   2018/05/07 by Donghwan Kim, Jeffrey A. Fessler · 9 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
3. Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics
   2024/09/06 by Woojin Cho, Cho, Woojin, Jihyun Lee +19 · 7 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
4. Semi-Anchored Multi-Step Gradient Descent Ascent Method for Structured Nonconvex-Nonconcave Composite Minimax Problems
   2021/05/31 by Sucheol Lee, Lee, Sucheol, Donghwan Kim +1 · 1 citation
   Computer Science · Engineering · Mathematics · #47J25 #65K05 #68T05 #90C26 #90C47 #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. Two-timescale Extragradient for Finding Local Minimax Points
   2023/05/25 by Jiseok Chae, Chae, Jiseok, Kyuwon Kim +3 · 1 citation
   Mathematics · Computer Science · #Advanced Optimization Algorithms Research #Quantum Computing Algorithms and Architecture #Matrix Theory and Algorithms
6. Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption
   2023/10/25 by Jaiyoung Park, Park, Jaiyoung, Donghwan Kim +11 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles
   2026/07/22 by Donghwan Kim
   #cs.CL #cs.AI #cs.LG