CSA-Trans: Code Structure Aware Transformer for AST
Fuente:
arXiv
Saved in:
| Main Authors: | Oh, Saeyoon, Yoo, Shin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AST-PAC: AST-guided Membership Inference for Code
by: Koohestani, Roham, et al.
Published: (2026)
by: Koohestani, Roham, et al.
Published: (2026)
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection
by: Zhang, Zixian, et al.
Published: (2025)
by: Zhang, Zixian, et al.
Published: (2025)
InfCode-C++: Intent-Guided Semantic Retrieval and AST-Structured Search for C++ Issue Resolution
by: Dong, Qingao, et al.
Published: (2025)
by: Dong, Qingao, et al.
Published: (2025)
Detecting and Correcting Hallucinations in LLM-Generated Code via Deterministic AST Analysis
by: Khati, Dipin, et al.
Published: (2026)
by: Khati, Dipin, et al.
Published: (2026)
An AST-guided LLM Approach for SVRF Code Synthesis
by: Abdelmalak, Abanoub E., et al.
Published: (2025)
by: Abdelmalak, Abanoub E., et al.
Published: (2025)
AstraAI: LLMs, Retrieval, and AST-Guided Assistance for HPC Codebases
by: Natarajan, Mahesh, et al.
Published: (2026)
by: Natarajan, Mahesh, et al.
Published: (2026)
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification
by: Yang, Guang, et al.
Published: (2023)
by: Yang, Guang, et al.
Published: (2023)
Adaptive Testing for LLM-Based Applications: A Diversity-based Approach
by: Yoon, Juyeon, et al.
Published: (2025)
by: Yoon, Juyeon, et al.
Published: (2025)
Reliable Graph-RAG for Codebases: AST-Derived Graphs vs LLM-Extracted Knowledge Graphs
by: Chinthareddy, Manideep Reddy
Published: (2026)
by: Chinthareddy, Manideep Reddy
Published: (2026)
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
by: Zhang, Yilin, et al.
Published: (2025)
by: Zhang, Yilin, et al.
Published: (2025)
Beyond Summaries: Structure-Aware Labeling of Code Changes with Large Language Models
by: Weiss, Bar, et al.
Published: (2026)
by: Weiss, Bar, et al.
Published: (2026)
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection
by: Feng, Ruijun, et al.
Published: (2025)
by: Feng, Ruijun, et al.
Published: (2025)
InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
by: Macedo, Marcos, et al.
Published: (2024)
by: Macedo, Marcos, et al.
Published: (2024)
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills
by: Sun, Qiushi, et al.
Published: (2023)
by: Sun, Qiushi, et al.
Published: (2023)
Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy
by: Dobslaw, Felix, et al.
Published: (2025)
by: Dobslaw, Felix, et al.
Published: (2025)
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation
by: Xian, Zixiang, et al.
Published: (2023)
by: Xian, Zixiang, et al.
Published: (2023)
TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment
by: Yuan, Zhiqiang, et al.
Published: (2024)
by: Yuan, Zhiqiang, et al.
Published: (2024)
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs
by: Li, Ziyu, et al.
Published: (2024)
by: Li, Ziyu, et al.
Published: (2024)
Structure-Aware Corpus Construction and User-Perception-Aligned Metrics for Large-Language-Model Code Completion
by: Liu, Dengfeng, et al.
Published: (2025)
by: Liu, Dengfeng, et al.
Published: (2025)
Structure-Aware Fill-in-the-Middle Pretraining for Code
by: Gong, Linyuan, et al.
Published: (2025)
by: Gong, Linyuan, et al.
Published: (2025)
CodeTF: One-stop Transformer Library for State-of-the-art Code LLMs
by: Bui, Nghi D. Q., et al.
Published: (2023)
by: Bui, Nghi D. Q., et al.
Published: (2023)
What Makes Code Generation Ethically Sourced?
by: Xu, Zhuolin, et al.
Published: (2025)
by: Xu, Zhuolin, et al.
Published: (2025)
Quality Evaluation of COBOL to Java Code Transformation
by: Froimovich, Shmulik, et al.
Published: (2025)
by: Froimovich, Shmulik, et al.
Published: (2025)
VecTrans: Enhancing Compiler Auto-Vectorization through LLM-Assisted Code Transformations
by: Zheng, Zhongchun, et al.
Published: (2025)
by: Zheng, Zhongchun, et al.
Published: (2025)
Domain Adaptation for Code Model-based Unit Test Case Generation
by: Shin, Jiho, et al.
Published: (2023)
by: Shin, Jiho, et al.
Published: (2023)
Auto-SPT: Automating Semantic Preserving Transformations for Code
by: Hooda, Ashish, et al.
Published: (2025)
by: Hooda, Ashish, et al.
Published: (2025)
Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation
by: Du, Yali, et al.
Published: (2025)
by: Du, Yali, et al.
Published: (2025)
Runtime-Structured Task Decomposition for Agentic Coding Systems
by: Asthana, Shubhi, et al.
Published: (2026)
by: Asthana, Shubhi, et al.
Published: (2026)
CODESTRUCT: Code Agents over Structured Action Spaces
by: Kim, Myeongsoo, et al.
Published: (2026)
by: Kim, Myeongsoo, et al.
Published: (2026)
Data Dependency-Aware Code Generation from Enhanced UML Sequence Diagrams
by: Mao, Wenxin, et al.
Published: (2025)
by: Mao, Wenxin, et al.
Published: (2025)
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation
by: Acharya, Manish, et al.
Published: (2025)
by: Acharya, Manish, et al.
Published: (2025)
Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning
by: Yin, Shouyu, et al.
Published: (2026)
by: Yin, Shouyu, et al.
Published: (2026)
Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations
by: Correia, Izavan dos S., et al.
Published: (2026)
by: Correia, Izavan dos S., et al.
Published: (2026)
$\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding
by: Wang, Shuai, et al.
Published: (2024)
by: Wang, Shuai, et al.
Published: (2024)
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
by: Geng, Jiahui, et al.
Published: (2025)
by: Geng, Jiahui, et al.
Published: (2025)
Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling
by: Ni, Ziyi, et al.
Published: (2024)
by: Ni, Ziyi, et al.
Published: (2024)
Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification
by: Liu, Aofan, et al.
Published: (2025)
by: Liu, Aofan, et al.
Published: (2025)
Vendor-Aware Industrial Agents: RAG-Enhanced LLMs for Secure On-Premise PLC Code Generation
by: Kersting, Joschka, et al.
Published: (2025)
by: Kersting, Joschka, et al.
Published: (2025)
Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework
by: Zhang, Hang, et al.
Published: (2025)
by: Zhang, Hang, et al.
Published: (2025)
DeltaMCP: Incremental Regeneration via Spec-Aware Transformation for MCP servers
by: Pujara, Aditya, et al.
Published: (2026)
by: Pujara, Aditya, et al.
Published: (2026)
Similar Items
-
AST-PAC: AST-guided Membership Inference for Code
by: Koohestani, Roham, et al.
Published: (2026) -
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection
by: Zhang, Zixian, et al.
Published: (2025) -
InfCode-C++: Intent-Guided Semantic Retrieval and AST-Structured Search for C++ Issue Resolution
by: Dong, Qingao, et al.
Published: (2025) -
Detecting and Correcting Hallucinations in LLM-Generated Code via Deterministic AST Analysis
by: Khati, Dipin, et al.
Published: (2026) -
An AST-guided LLM Approach for SVRF Code Synthesis
by: Abdelmalak, Abanoub E., et al.
Published: (2025)