Yangkai Du
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Computer Science
(2)
Deep Learning
(2)
Applications · Computer Science
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Keywords
contrastive learning
(3)
zero-shot learning
(1)
semi-supervised learning
(1)
text classification
(1)
data augmentation
(1)
text summarization
(1)
code generation
(1)
binary code
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
prompt tuning
(1)
token-level retrieval
(1)
cross-lingual adaptation
(1)
code clone detection
(1)
code summarization
(1)
reverse engineering
(1)
control flow graph
(1)
code semantics
(1)
source code summarization
(1)
code rewriting
(1)
Papers
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting
AAAI 2025
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection
AAAI 2024
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization
NAACL 2024
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code
EMNLP 2023
Constructing contrastive samples via summarization for text classification with limited annotations
EMNLP 2021