Yiyang Gu
8 papers · 2021–2026 · 4 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
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Architectures
(5)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Models
(1)
Keywords
graph neural network
(3)
contrastive learning
(2)
variational inference
(1)
graph classification
(1)
knowledge transfer
(1)
graph representation learning
(1)
text generation
(1)
memory model
(1)
supervised contrastive learning
(1)
label noise
(1)
hypergraphs
(1)
semantic hashing
(1)
affinity graph
(1)
higher-order relationships
(1)
representation disentanglement
(1)
factuality evaluation
(1)
directed acyclic graph
(1)
biomedical nlp
(1)
definition generation
(1)
graph clustering
(1)
Papers
CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing
AAAI 2026
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
Cluster-guided Contrastive Class-imbalanced Graph Classification
AAAI 2025
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts
EMNLP 2025
Hypergraph-enhanced Dual Semi-supervised Graph Classification
ICML 2024
PGODE: Towards High-quality System Dynamics Modeling
ICML 2024
GLCC: A General Framework for Graph-Level Clustering
AAAI 2023
Graphine: A Dataset for Graph-aware Terminology Definition Generation
EMNLP 2021