Joyce Jiyoung Whang
10 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird ποΈ Keyword Collector (57)
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Knowledge & Reasoning
(6)
Representation
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Reasoning
(2)
Application Areas
(1)
Applications
(1)
Keywords
knowledge graph embedding
(3)
knowledge graph completion
(2)
large language model
(2)
adversarial attack
(2)
representation learning
(2)
question answering
(1)
attention mechanism
(1)
zero-shot learning
(1)
inductive inference
(1)
parameter sharing
(1)
fraud detection
(1)
stability
(1)
few-shot learning
(1)
commonsense knowledge
(1)
inductive bia
(1)
entity embedding
(1)
generalization capability
(1)
jailbreak attack
(1)
risk assessment
(1)
prompt engineering
(1)
Papers
Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts
EMNLP 2025
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
ICML 2025
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
ICML 2025
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors
AAAI 2025
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
ICML 2024
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise
NAACL 2024
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4
EMNLP 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs
ICML 2023
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction
AAAI 2023
VISTA: Visual-Textual Knowledge Graph Representation Learning
EMNLP 2023