Futa Kai Waseda

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) ICLR (1) ICML (1)

Top co-authors

Ching-Chun Chang (1) Tsubasa Takahashi (1) Daniel Cremers (1) Shojiro Yamabe (1) Koki Wataoka (1) Christian Tomani (1) Yuesong Shen (1) Isao Echizen (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Learning Types (2) Optimization & Theory · Deep Learning (2) Natural Language Processing (1) Optimization & Theory · Machine Learning (1) Resources & Methods (1)

Keywords

adversarial robustness (1) model fingerprinting (1) uncertainty quantification (1) model calibration (1) batch normalization (1) adversarial training (1) out-of-domain detection (1) model merging (1) intellectual property (1) out-of-distribution detection (1) uncertainty estimation (1) ownership verification (1) black-box detection (1) domain shift (1) gradient conflict (1) black-box verification (1) large language model (1) neural network (1) robustness-accuracy trade-off (1) invariance regularization (1)

Papers

MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025 Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off ICLR 2025 Beyond In-Domain Scenarios: Robust Density-Aware Calibration ICML 2023