SafeGrad: A Severity-Graded Benchmark for Safety Evaluation, Defense, and Attack of Text-to-Image Models
Minh-Duc Vo, Jiaxuan Li, Huy H. Nguyen, Pride Kavumba, Koki Wataoka — WACV 2027
The Guardrail Trinity: Procedural Safety Schemas, Reasoning Chain Decomposition, and Dual-Mode Inference for LLM Guardrails
Huy H. Nguyen, Pride Kavumba, Jiaxuan Li, Minh Duc Vo, Koki Wataoka — AACL 2026 Main
Do VLMs Share Safety Neurons Across Modalities?
Jiaxuan Li, Jiahao Zhang, Huy H. Nguyen, Pride Kavumba, Koki Wataoka — EMNLP 2026 Main
Pride Kavumba, Koki Wataoka, Huy H. Nguyen, Jiaxuan Li, Masaya Ohagi — arXiv preprint
Shojiro Yamabe, Futa Kai Waseda, Tsubasa Takahashi, Koki Wataoka — ACL 2025 Main
Koki Wataoka, Tsubasa Takahashi, Ryokan Ri — NeurIPS 2024 Safe Generative AI Workshop
Thien Q Tran, Koki Wataoka, Tsubasa Takahashi — ICLR 2024 Workshop on Secure & Trustworthy LLMs
Keita Saito, Akifumi Wachi, Koki Wataoka, Youhei Akimoto — NeurIPS 2023 Workshop