Cho, Sungjun
- Pure Transformers are Powerful Graph Learners
2022/07/06 by Jinwoo Kim, Tien Dat Nguyen, Kim, Jinwoo +11 · 13 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers
2023/01/27 by Sungmin Cha, Sungjun Cho, Cha, Sungmin +9 · 11 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Artificial Intelligence in Healthcare and Education
- Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
2024/08/13 by Sungmin Cha, Sungjun Cho, Cha, Sungmin +5 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning
2023/09/08 by Sungjun Cho, Seunghyuk Cho, Cho, Sungjun +9 · 4 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification
- Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning
2022/01/29 by Cha, Sungmin, Cho, Sungjun, Hwang, Dasol +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
2022/10/27 by Sungjun Cho, Seonwoo Min, Cho, Sungjun +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Equivariant Hypergraph Neural Networks
2022/08/22 by Jinwoo Kim, Saeyoon Oh, Kim, Jinwoo +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- Learning Equi-angular Representations for Online Continual Learning
2024/04/02 by Minhyuk Seo, Seo, Minhyuk, Hyunseo Koh +17 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Experimental Learning in Engineering #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning and Algorithms
- AERO: Adaptive Erase Operation for Improving Lifetime and Performance of Modern NAND Flash-Based SSDs
2024/04/16 by Cho, Sungjun, Kim, Beomjun, Cho, Hyunuk +4 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Partial-Multivariate Model for Forecasting
2024/08/19 by Jaehoon Lee, Lee, Jaehoon, Hankook Lee +7 · 1 citation
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications