Our Research
Exploring the frontiers of AI and design to create technology that benefits humanity. Our research focuses on responsible AI development and human-centered design.
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
Seanie Lee*, Haebin Seong*, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang (*: equal contribution)
ICLR 2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
Seanie Lee*, Dong Bok Lee*, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang (*: equal contribution)
ACL 2025 Findings
BiasJailbreak: Analyzing Ethical Biases and Jailbreak Vulnerabilities in Large Language Models
Isack Lee*, Haebin Seong* (*: equal contribution)
arXiv
Billions at Stake: How Self-Citation Adjusted Metrics Can Transform Equitable Research Funding
Rahul Vishwakarma, Sinchan Banerjee
2025
Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation
Rahul Vishwakarma, Shrey Dharmendra Modi, Vishwanath Seshagiri
2025
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