Dongjin Lee
- I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs
2022/06/09 by Dongjin Lee, Kijung Shin, Lee, Dongjin +1 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs
2023/08/21 by Dongjin Lee, Lee, Dongjin, Juho Lee +3 · 4 citations
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Terrorism, Counterterrorism, and Political Violence
- New Insights for the Stability-Plasticity Dilemma in Online Continual Learning
2023/02/17 by Dahuin Jung, Dongjin Lee, Jung, Dahuin +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How much entanglement is needed for quantum error correction?
2024/05/02 by Sergey Bravyi, Dongjin Lee, Bravyi, Sergey +5 · 2 citations
Computer Science · #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Multifidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos-Kriging
2022/12/06 by Dongjin Lee, Lee, Dongjin, Boris Kramer +1 · 1 citation
Decision Sciences · Computer Science · #Probabilistic and Robust Engineering Design #Advanced Multi-Objective Optimization Algorithms #Optimal Experimental Design Methods
- Gradient-enhanced spline dimensional decomposition for uncertainty quantification with limited training samples
2026/07/16 by Eunho Heo, Dongjin Lee
#math.NA #cs.NA