Mehrnoosh Mirtaheri

5 papers · 2019–2023 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad

Venues

AAAI (1) ACL (1) ICLR (1) IJCAI (1) NAACL (1)

Top co-authors

Aram Galstyan (4) Keshav Balasubramanian (2) Greg Ver Steeg (2) Michael Ward (1) Andreas Beger (1) Andres Abeliuk (1) Emilio Ferrara (1) Mark Himmelstein (1) Akira Matsui (1) Regina Joseph (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Deep Learning (3) Knowledge & Reasoning (2) Architectures (2) Core AI (2) Core Methods (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Representation (2) Learning Types · Deep Learning (1) Optimization & Theory (1) Reasoning (1)

Keywords

knowledge graph completion (2) temporal knowledge graph (2) catastrophic forgetting (1) scalable learning (1) relational learning (1) graph representation learning (1) temporal reasoning (1) message passing (1) graph embedding (1) knowledge graph (1) node embedding (1) language model (1) experience replay (1) message passing neural network (1) event prediction (1) inductive learning (1) data scarcity (1) entity representation (1) low-shot learning (1) collective intelligence (1)

Papers

History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023 StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022 Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning ICLR 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 SAGE: A Hybrid Geopolitical Event Forecasting System IJCAI 2019