Jinpeng Huai

6 papers · 2017–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

🚀 Conference Pioneer

Venues

IJCAI (4) AAAI (1) EMNLP (1)

Top co-authors

Jianxin Li (2) Richong Zhang (2) Feng Chen (2) Nannan Wu (2) Junshuang Wu (2) Yongyi Mao (2) Bo Li (2) Hailong Sun (1) Shuai Ma (1) Wenjun Wang (1)

Research topics

Machine Learning (5) Core Methods (4) Optimization & Theory · Machine Learning (4) Data Science & Analytics (2) Natural Language Processing (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Applications (1) Core AI (1) Optimization & Theory · Deep Learning (1) Understanding (1)

Keywords

fine-grained entity typing (2) relation extraction (1) theoretical analysis (1) random walk (1) label noise (1) collective inference (1) integer linear programming (1) noisy label (1) subgraph matching (1) graph mining (1) nonlinear optimization (1) attributed graph (1) entity classification (1) query-based detection (1) neural network (1) hierarchical dependency (1) information redundancy (1) nonlinear cost function (1) anomalous subgraph detection (1) cost complexity (1)

Papers

Hierarchical Modeling of Label Dependency and Label Noise in Fine-grained Entity Typing IJCAI 2021 Easy First Relation Extraction with Information Redundancy EMNLP 2019 Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach IJCAI 2019 Uncovering Specific-Shape Graph Anomalies in Attributed Graphs AAAI 2019 On the Cost Complexity of Crowdsourcing IJCAI 2018 Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs IJCAI 2017