Pengfei Tang
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NAACL (2)
AAAI (1)
EMNLP (1)
ICLR (1)
Top co-authors
Research topics
Keywords
text classification
(2)
electronic health record
(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)
word substitution attack
(1)
heterogeneous feature
(1)
knowledge infusion
(1)
knowledge-assisted attention
(1)
adversarial example detection
(1)
Papers
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity
AAAI 2024
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
ICLR 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