Finding Adequate Additional Layer of Auxiliary Task in BERT-Based Multi-task Learning. - Takuto Kitamura; Yu Suzuki 002 (iiWAS (1), 2024)

Parameter Drift as a Signal for Membership Inference in Overfit-Tuned LLMs. - Takuto Kitamura; Yu Suzuki 002 (DaWaK, 2025)