研究概要

主要論文

• 1. Akifumi Wachi, Thien Q. Tran, Rei Sato, Takumi Tanabe, Youhei Akimoto:
  "Stepwise Alignment for Constrained Language Model Policy Optimization."
  NeurIPS 20246
• 2. Yuwei Sun, Hideya Ochiai:
  "Bidirectional Contrastive Split Learning for Visual Question Answering."
  AAAI 2024: 21602-216096
• 3. Jiayang Liu, Weiming Zhang, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma:
  "Unauthorized AI cannot recognize me: Reversible adversarial example."
  Pattern Recognit. 134: 109048 (2023)6
• 4. Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma:
  "Statistically Significant Pattern Mining With Ordinal Utility."
  IEEE Trans. Knowl. Data Eng. 35(9): 8770-8783 (2023)6
• 5. Yoshimasa Akimoto, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma:
  "Privformer: Privacy-preserving Transformer with MPC."
  EuroS&P 2023: 392-4106
• 6. Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto,Jun Sakuma:
  "Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs."
  IJCAI 2023: 519-5266
• 7. Kazuto Fukuchi, Jun Sakuma:
  "Demographic Parity Constrained Minimax Optimal Regression under Linear Model."
  NeurIPS 20236
• 8. Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma:
  "Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation."
  AAAI 2022: 9614-96226
• 9. Takumi Tanabe, Rei Sato, Kazuto Fukuchi, Jun Sakuma, Youhei Akimoto:
  "Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification."
  NeurIPS 20226
• 10. Rei Sato, Jun Sakuma, Youhei Akimoto:
  "AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment."
  AAAI 2021: 9489-9496

関連リンク

メンバーリスト

お問い合わせ先