Lingyuan Meng

5 papers · 2024–2026 · 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

AAAI (2) IJCAI (2) NeurIPS (1)

Top co-authors

Ke Liang (5) Xinwang Liu (5) sihang zhou (3) Siwei Wang (3) Yue Liu (2) Hao Yu (1) Jian Huang (1) Wenxuan Tu (1) Yanning Hou (1) Hao Li (1)

Research topics

Machine Learning (5) Core Methods (4) Knowledge & Reasoning (2) Representation (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core AI (1) Learning Types (1) Reasoning (1)

Keywords

knowledge graph completion (2) knowledge graph (2) few-shot learning (1) inductive reasoning (1) message passing (1) graph embedding (1) brain network analysis (1) relation reasoning (1) knowledge graph embedding (1) entity embedding (1) graph transformer (1) anchor selection (1) relational clustering (1) graph propagation (1) negative sampling (1) reasoning path (1) entity relation (1) subgraph extraction (1) graph neural network (1) hierarchical ranking (1)

Papers

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026 FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing IJCAI 2025 Soft Reasoning Paths for Knowledge Graph Completion IJCAI 2025 Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NeurIPS 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024