Tomoya Yamashita

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Venues

ACML (2) ACL (1) ICLR (1)

Top co-authors

Yuuki Yamanaka (2) Masanori Yamada (2) Hiroshi Takahashi (2) Shin’ya Yamaguchi (1) Tomoharu Iwata (1) Daiki Chijiwa (1) Atsutoshi Kumagai (1) Takashi Shibata (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Learning Types · Deep Learning (2) Machine Learning (1) Natural Language Processing (1) Application Areas (1) Generation (1) Learning Types · Machine Learning (1) Models (1)

Keywords

decision making (1) coreset selection (1) model merging (1) machine unlearning (1) fisher information matrix (1) diffusion model (1) data efficiency (1) weight interpolation (1) evidence lower bound (1) positive-unlabeled learning (1) dataset condensation (1) dialogue system (1) large language model (1) parameter sensitivity (1) model perturbation (1) sensitive data (1) mnemonic code (1) data forgetting (1)

Papers

Flowchart-Based Decision Making with Large Language Models ACL 2025 Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation ICLR 2025 One-Shot Machine Unlearning with Mnemonic Code ACML 2024 Toward Data Efficient Model Merging between Different Datasets without Performance Degradation ACML 2024