Nghi D. Q. Bui
7 papers · 2021–2025 · 5 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
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Keyword Champion
(2)
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Computer Science
(4)
Natural Language Processing
(4)
Applications · Computer Science
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Generation
(3)
Application Areas
(2)
Architectures
(2)
Learning Types
(2)
Applications · Natural Language Processing
(1)
Models
(1)
Resources & Methods
(1)
Keywords
code generation
(4)
tree-based convolutional neural network
(2)
code summarization
(2)
code reasoning
(2)
abstract syntax tree
(2)
source code
(2)
instruction tuning
(1)
heterogeneous representation
(1)
data augmentation
(1)
language model
(1)
graph transformer
(1)
tree-based model
(1)
defect detection
(1)
code representation
(1)
multimodal learning
(1)
context utilization
(1)
pre-trained language model for code
(1)
code execution
(1)
code large language model
(1)
error detection
(1)
Papers
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs
ICLR 2025
On the Impacts of Contexts on Repository-Level Code Generation
NAACL 2025
VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning
NAACL 2025
Functional Overlap Reranking for Neural Code Generation
ACL 2024
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations
EACL 2024
Better Language Models of Code through Self-Improvement
ACL 2023
TreeCaps: Tree-Based Capsule Networks for Source Code Processing
AAAI 2021