Yu-Xuan Huang

6 papers · 2021–2024 · 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 · Diamond 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

AAAI (3) IJCAI (2) NeurIPS (1)

Top co-authors

Wang-Zhou Dai (6) Yuan Jiang (5) Le-Wen Cai (2) Zhi-Hua Zhou (2) Guangyao Li (1) Xiaobin Tian (1) En-Hao Gao (1) Zequn Sun (1) Xin-Hao Zhu (1) Stephen H Muggleton (1)

Research topics

Knowledge & Reasoning (6) Artificial Intelligence (5) Machine Learning (5) Reasoning (5) Core AI (4) Learning Types (4) Representation (4) Computer Science (1) Computer Vision (1) Interdisciplinary (1) Application Areas (1) Applications (1) Domain-Specific (1) Learning Paradigms (1) Linguistics (1)

Keywords

abductive learning (5) neuro-symbolic learning (3) logical reasoning (3) knowledge base (2) first-order logic (2) knowledge graph (2) symbolic reasoning (2) knowledge reasoning (1) knowledge forgetting (1) abductive reasoning (1) symbolic knowledge (1) knowledge integration (1) logic rule (1) optical character recognition (1) historical document (1) symbolic inference (1) provable guarantee (1) document segmentation (1) logical inference (1) consistency optimization (1)

Papers

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024 Knowledge-Enhanced Historical Document Segmentation and Recognition AAAI 2024 Enabling Abductive Learning to Exploit Knowledge Graph IJCAI 2023 Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023 Abductive Learning with Ground Knowledge Base IJCAI 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021