Aoying Zhou
11 papers · 2011–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Renaissance Researcher
(5)
π
Conference Pioneer
π
Century Club Β· Bronze
π
Trend Setter
ποΈ
Keyword Collector
(58)
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Learning Types Β· Deep Learning
(4)
Understanding
(4)
Applications
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
is-a relation
(2)
chinese nlp
(2)
taxonomy learning
(2)
word embedding
(2)
embedding space
(1)
text classification
(1)
adversarial learning
(1)
weakly supervised learning
(1)
sequence labeling
(1)
relation extraction
(1)
named entity recognition
(1)
pseudo labeling
(1)
taxonomy construction
(1)
low-resource learning
(1)
neural representation
(1)
uncertainty quantification
(1)
semantic hierarchy
(1)
neural ordinary differential equation
(1)
consistency regularization
(1)
transductive learning
(1)
Papers
EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems
AAAI 2026
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
ICLR 2025
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling
AAAI 2023
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification
ACL 2021
F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification
IJCAI 2020
Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning
AAAI 2019
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings
ACL 2019
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
EMNLP 2017
Learning Fine-grained Relations from Chinese User Generated Categories
EMNLP 2017
Transductive Non-linear Learning for Chinese Hypernym Prediction
ACL 2017
Query Weighting for Ranking Model Adaptation
ACL 2011