Kim, Heegyu

1. Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refinement
   2024/02/23 by Heegyu Kim, Sehyun Yuk, Kim, Heegyu +3 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Advanced Malware Detection Techniques
2. GTA: Gated Toxicity Avoidance for LM Performance Preservation
   2023/12/11 by Heegyu Kim, Hyunsouk Cho, Kim, Heegyu +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
3. FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark
   2024/09/24 by Heegyu Kim, Taeyang Jeon, Kim, Heegyu +7 · 1 citation
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Distributed and Parallel Computing Systems
4. Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
   2025/02/23 by Heegyu Kim, Kim, Heegyu, Taeyang Jeon +24 · 1 citation
   Computer Science · Materials Science · #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #X-ray Diffraction in Crystallography