Seanie Lee

1. Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
   2023/05/28 by Minki Kang, Kang, Minki, Seanie Lee +7 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Learning diverse attacks on large language models for robust red-teaming and safety tuning
   2024/05/28 by Seanie Lee, Lee, Seanie, Minsu Kim +19 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Topic Modeling #Web Application Security Vulnerabilities
3. DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models
   2023/05/26 by Sohyun An, Hayeon Lee, An, Sohyun +7 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
4. Drug Discovery with Dynamic Goal-aware Fragments
   2023/10/02 by Seul Lee, Seanie Lee, Lee, Seul +3 · 4 citations
   Computer Science · Materials Science · Decision Sciences · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Scientific Computing and Data Management
5. Self-Supervised Dataset Distillation for Transfer Learning
   2023/10/10 by Dong Bok Lee, Lee, Dong Bok, Seanie Lee +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
   2024/10/02 by Seanie Lee, Lee, Seanie, Seong, Haebin +13 · 5 citations
   Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
7. g2pM: A Neural Grapheme-to-Phoneme Conversion Package for Mandarin\n Chinese Based on a New Open Benchmark Dataset
   2020/04/07 by Kyubyong Park, Seanie Lee, Park, Kyubyong +1 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
8. FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
   2025/05/19 by Seanie Lee, Sangwoo Park, Lee, Seanie +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. Environment-free Synthetic Data Generation for API-Calling Agents
   2026/07/18 by Seanie Lee, Sanjoy Chowdhury, Chao Jiang +5
   #cs.AI