Charu C. Aggarwal
5 papers · 2024–2025 · 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Mathematics
(1)
Representation
(1)
Keywords
contrastive learning
(1)
link prediction
(1)
adversarial learning
(1)
data poisoning
(1)
model robustness
(1)
inductive reasoning
(1)
graph data valuation
(1)
data valuation
(1)
graph structure
(1)
loss landscape
(1)
ai safety
(1)
outlier detection
(1)
message passing
(1)
inference efficiency
(1)
knowledge graph completion
(1)
precedence constraint
(1)
inductive setting
(1)
automated machine learning
(1)
graph neural network
(1)
connection-biased attention
(1)
Papers
Precedence-Constrained Winter Value for Effective Graph Data Valuation
ICLR 2025
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
AAAI 2025
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
ICML 2024
Instance-Level Metalearning for Outlier Detection
IJCAI 2024
Sharpness-Aware Data Poisoning Attack
ICLR 2024