Lee, Wonjun

1. Kernel-level Rootkit Detection, Prevention and Behavior Profiling: A Taxonomy and Survey
   2023/04/02 by Nadim, Mohammad, Lee, Wonjun, Akopian, David · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
2. Deep JKO: time-implicit particle methods for general nonlinear gradient flows
   2023/11/12 by Lee, Wonjun, Wang, Li, Li, Wuchen · 3 citations
   #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
3. Few-Shot Anomaly Detection with Adversarial Loss for Robust Feature Representations
   2023/12/04 by Jae Young Lee, Wonjun Lee, Lee, Jae Young +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation
   2023/12/06 by Wonjun Lee, Lee, Wonjun, Gary Geunbae Lee +3 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
5. The back-and-forth method for Wasserstein gradient flows
   2020/11/16 by Jacobs, Matt, Lee, Wonjun, Léger, Flavien · 1 citation
   #65K10 #65M99 #Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA)
6. Controlling Propagation of epidemics via mean-field control
   2020/06/01 by Lee, Wonjun, Liu, Siting, Tembine, Hamidou +2 · 1 citation
   #FOS: Biological sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph) #Populations and Evolution (q-bio.PE)
7. DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
   2025/01/31 by Wonjun Lee, Lee, Wonjun, Sungjin Im +9 · 3 citations
   Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
8. Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment
   2024/06/22 by Heejin Do, Wonjun Lee, Do, Heejin +3 · 1 citation
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
9. Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
   2024/09/10 by Jihyun Lee, Sungjin Im, Lee, Jihyun +5 · 1 citation
   Neuroscience · Psychology · Computer Science · #EEG and Brain-Computer Interfaces #Cognitive Functions and Memory #Context-Aware Activity Recognition Systems
10. An Investigation Into Explainable Audio Hate Speech Detection
    2024/08/12 by Jinmyeong An, An, Jinmyeong, Wonjun Lee +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
11. Improving Hyperbolic Representations via Gromov-Wasserstein Regularization
    2024/07/15 by Yifei Yang, Yang, Yifei, Wonjun Lee +5 · 1 citation
    Earth and Planetary Sciences · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Analysis and Transform Methods #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques
12. Super-Polynomial Growth of the Generalized Persistence Diagram
    2024/12/06 by Woojin Kim, Kim, Donghan, Wonjun Lee +2 · 1 citation
    Computer Science · #Topological and Geometric Data Analysis
13. Maximizing the Position Embedding for Vision Transformers with Global Average Pooling
    2025/02/05 by Wonjun Lee, Bumsub Ham, Lee, Wonjun +3 · 1 citation
    Engineering · #Infrared Target Detection Methodologies #CCD and CMOS Imaging Sensors #Robotics and Sensor-Based Localization
14. ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
    2025/02/07 by Wonjun Lee, Lee, Wonjun, Daewoo Lee +13 · 2 citations
    Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
15. Geometry-Preserving Encoder/Decoder in Latent Generative Models
    2025/01/16 by Wonjun Lee, Riley C. W. O'Neill, Lee, Wonjun +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Semantic Web and Ontologies