Publications

Futa (Kai) Waseda, Antonio Tejero-de-Pablos, Isao Echizen (2026). Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships. WACV 2026.

Futa (Kai) Waseda, Saku Sugawara, Isao Echizen (2025). Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models. ACMMM 2025.

Shojiro Yamabe, Futa (Kai) Waseda, Tsubasa Takahashi, Koki Wataoka (2025). MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models. ACL 2025 Main.

Futa (Kai) Waseda, Ching-Chun Chang, Isao Echizen (2025). Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off. ICLR 2025.

Lukas Strack, Futa (Kai) Waseda, Huy H. Nguyen, Yinqiang Zheng, Isao Echizen (2024). Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection. ICIP 2024.

Christian Tomani, Futa (Kai) Waseda, Yuesong Shen, Daniel Cremers (2023). Beyond In-Domain Scenarios: Robust Density-Aware Calibration. ICML 2023.

Futa (Kai) Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen (2023). Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently. WACV 2023.

Futa (Kai) Waseda, Kenji Tanaka (2020). Bidding Agent for Electric Vehicles in Peer-to-Peer Electricity Trading Market considering uncertainty. EEEIC 2020.

Tsubasa Sakai, Maiko Kamada, Kento Hori, Futa (Kai) Waseda (2019). 消費者アンケートを活用した飲食店顧客の多面的理解. DEIM 2019.

Conference Link PDF