Pengfei Tang
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
electronic health record
(2)
text classification
(2)
adversarial robustness
(1)
model robustness
(1)
attention mechanism
(1)
multimodal learning
(1)
deep learning
(1)
semantic knowledge
(1)
synthetic data generation
(1)
missing value imputation
(1)
adversarial defense
(1)
adversarial example
(1)
pre-trained language model
(1)
temporal feature
(1)
feature consistency
(1)
critical thinking
(1)
word substitution attack
(1)
heterogeneous feature
(1)
knowledge infusion
(1)
knowledge-assisted attention
(1)
Papers
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
ICLR 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity
AAAI 2024
Enhancing Self-Attention with Knowledge-Assisted Attention Maps
NAACL 2022
Certified Robustness to Word Substitution Attack with Differential Privacy
NAACL 2021
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries
EMNLP 2020