Yiyang Gu
8 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EMNLP (2)
ICML (2)
ACL (1)
Top co-authors
Keywords
graph neural network
(3)
contrastive learning
(2)
graph classification
(1)
graph representation learning
(1)
factuality evaluation
(1)
text generation
(1)
supervised contrastive learning
(1)
label noise
(1)
semantic hashing
(1)
affinity graph
(1)
memory model
(1)
directed acyclic graph
(1)
biomedical nlp
(1)
definition generation
(1)
benchmark construction
(1)
fact extraction
(1)
large language model
(1)
graph-level clustering
(1)
class-imbalanced learning
(1)
mixup technique
(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