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Xiangyu Dong

5 papers · 2020–2025 · 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 Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ICLR (2) ACL (1)

Top co-authors

Xingyi Zhang (2) Sibo Wang (2) Shu Chen (1) Meng Jiang (1) Sicheng Wang (1) Hongchao Fang (1) Lei Chen (1) Chenguang Zhu (1) Yusen Zhang (1) Wenhao Yu (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core Methods (3) Natural Language Processing (2) Architectures (2) Generation (2) Learning Paradigms (2) Core AI (1) Models (1) Resources & Methods (1)

Keywords

graph neural network (2) few-shot learning (1) transfer learning (1) anomaly detection (1) graph classification (1) natural language generation (1) dialogue generation (1) text generation (1) spectral analysis (1) pre-trained language model (1) rayleigh quotient (1) neural generation (1) entity type (1) medical dialogue (1) entity mention (1) pooling operation (1) non-euclidean space (1) entity-guided text generation (1) entity type injection (1) multi-step decoder (1)

Papers

SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels ICLR 2025 Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection ICLR 2024 Injecting Entity Types into Entity-Guided Text Generation EMNLP 2021 Logic-Consistency Text Generation from Semantic Parses ACL 2021 MedDialog: Large-scale Medical Dialogue Datasets EMNLP 2020