Yaming Guo

4 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

ICML (2) JMLR (1) NeurIPS (1)

Top co-authors

Xiaofeng Cao (2) Hengshu Zhu (2) Tieru Wu (2) Kai Guo (1) Ying Sun (1) Yi Chang (1) Heng Tao Shen (1) Chen Zhu (1) Siyang Guo (1) Ivor W. Tsang (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Core AI (2) Optimization & Theory (2) Mathematics & Optimization (1) Application Areas (1) Core Methods (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Learning Types (1) Optimization (1)

Keywords

federated learning (1) active learning (1) domain generalization (1) gradient-based optimization (1) convergence analysis (1) out-of-distribution generalization (1) label complexity (1) permutation optimization (1) generalization bound (1) teacher-student framework (1) gradient alignment (1) orthogonal group (1) teacher-student learning (1) lifelong model editing (1) invariant relationship (1) birkhoff polytope (1) parameter-modifying method (1) moore-penrose inverse (1) differentiable transformation (1) near-optimal (1)

Papers

Towards Lifelong Model Editing via Simulating Ideal Editor ICML 2025 Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024 OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation NeurIPS 2024 Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships ICML 2023