UniXcoder: Unified Cross-Modal Pre-training for Code Representation

8 March 2022

Papers citing "UniXcoder: Unified Cross-Modal Pre-training for Code Representation"

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Title
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs Mirazul Haque Petr Babkin Farima Farmahinifarahani Manuela Veloso 32 0 0 07 May 2025
BiGSCoder: State Space Model for Code Understanding Shweta Verma Abhinav Anand Mira Mezini Mamba 38 0 0 02 May 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks Kang Yang Xinjun Mao Shangwen Wang Y. Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 123 1 0 28 Apr 2025
Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction Felix Mächtle Nils Loose Tim Schulz Florian Sieck Jan-Niclas Serr Ralf Möller T. Eisenbarth 24 0 0 18 Apr 2025
Iterative Self-Training for Code Generation via Reinforced Re-Ranking Nikita Sorokin I. Sedykh Valentin Malykh 31 0 0 13 Apr 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Z. Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 26 0 0 10 Apr 2025
Semantic-Preserving Transformations as Mutation Operators: A Study on Their Effectiveness in Defect Detection Max Hort Linas Vidziunas Leon Moonen 49 0 0 30 Mar 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 36 0 0 27 Mar 2025
Speculative Decoding for Verilog: Speed and Quality, All in One Changran Xu Yi Liu Yunhao Zhou Shan Huang Ningyi Xu Qiang Xu 48 0 0 18 Mar 2025
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings Daniil Orel Dilshod Azizov Preslav Nakov DeLMO 50 0 0 17 Mar 2025
OASIS: Order-Augmented Strategy for Improved Code Search Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Bin Chen Yuqun Zhang Jing Li 58 0 0 11 Mar 2025
R+R: Security Vulnerability Dataset Quality Is Critical Anurag Swarnim Yadav Joseph N. Wilson AAML 47 0 0 09 Mar 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? Qingyuan Liang Zhao Zhang Zeyu Sun Zheng Lin Qi Luo ... Yuqun Zhang Haotian Zhang Lu Zhang Bin Chen Y. Xiong 41 1 0 07 Mar 2025
LoRACode: LoRA Adapters for Code Embeddings Saumya Chaturvedi Aman Chadha Laurent Bindschaedler 61 0 0 07 Mar 2025
One Model to Train them All: Hierarchical Self-Distillation for Enhanced Early Layer Embeddings Andrea Gurioli Federico Pennino João Monteiro Maurizio Gabbrielli 46 0 0 04 Mar 2025
SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair Zaoyu Chen Haoran Qin Nuo Chen Xiangyu Zhao Lei Xue Xiapu Luo Xiao-Ming Wu 44 0 0 03 Mar 2025
Towards Reliable LLM-Driven Fuzz Testing: Vision and Road Ahead Yiran Cheng Hong Jin Kang Lwin Khin Shar Chaopeng Dong Zhiqiang Shi Shichao Lv Limin Sun 31 0 0 02 Mar 2025
Multimodal Learning for Just-In-Time Software Defect Prediction in Autonomous Driving Systems Faisal Mohammad Duksan Ryu 59 0 0 28 Feb 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 61 0 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 31 0 0 23 Feb 2025
Eliminating Backdoors in Neural Code Models for Secure Code Understanding Weisong Sun Yuchen Chen Chunrong Fang Yebo Feng Yuan Xiao An Guo Quanjun Zhang Yang Liu Baowen Xu Zhenyu Chen AAML 106 1 0 21 Feb 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 36 1 0 18 Feb 2025
URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search Seok-Ung Choi Joonghyuk Hahn Yo-Sub Han 51 0 0 11 Feb 2025
TCProF: Time-Complexity Prediction SSL Framework Joonghyuk Hahn Hyeseon Ahn Jungin Kim Soohan Lim Yo-Sub Han 37 0 0 10 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 50 1 0 07 Feb 2025
A Contemporary Survey of Large Language Model Assisted Program Analysis Jiayimei Wang Tao Ni Wei-Bin Lee Qingchuan Zhao 41 5 0 05 Feb 2025
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 55 1 0 03 Feb 2025
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Zexing Xu Zhuang Luo Yichuan Li Kyumin Lee S. Rasoul Etesami 38 0 0 28 Jan 2025
Data-efficient Performance Modeling via Pre-training Chunting Liu Riyadh Baghdadi 41 0 0 24 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 114 14 0 20 Jan 2025
EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code Shahriyar Zaman Ridoy Md. Shazzad Hossain Shaon A. Cuzzocrea Mst. Shapna Akter 62 0 0 25 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Shafiq R. Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 90 3 0 19 Nov 2024
Can Highlighting Help GitHub Maintainers Track Security Fixes? Xueqing Liu Yuchen Xiong Qiushi Liu Jiangrui Zheng 72 0 0 18 Nov 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 26 0 0 27 Oct 2024
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 21 2 0 21 Oct 2024
Do Current Language Models Support Code Intelligence for R Programming Language? Zixiao Zhao Fatemeh H. Fard ELM 42 0 0 10 Oct 2024
Showing LLM-Generated Code Selectively Based on Confidence of LLMs Jia Li Yuqi Zhu Yongmin Li Ge Li Zhi Jin 31 0 0 04 Oct 2024
Demonstration Attack against In-Context Learning for Code Intelligence Yifei Ge Weisong Sun Yihang Lou Chunrong Fang Yiran Zhang Yiming Li Xiaofang Zhang Yang Liu Zhihong Zhao Zhenyu Chen AAML 28 1 0 03 Oct 2024
Enhancing Pre-Trained Language Models for Vulnerability Detection via Semantic-Preserving Data Augmentation Weiliang Qi Jiahao Cao Darsh Poddar Sophia Li Xinda Wang 19 0 0 30 Sep 2024
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models Yixi Wu Pengfei He Zehao Wang Shaowei Wang Yuan Tian Tse-Hsun Chen ALM 32 0 0 23 Sep 2024
RAMBO: Enhancing RAG-based Repository-Level Method Body Completion Tuan-Dung Bui Duc-Thieu Luu-Van Thanh-Phat Nguyen Thu-Trang Nguyen Son Nguyen H. Vo 24 4 0 23 Sep 2024
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Junjie Huang Zhihan Jiang Jinyang Liu Yintong Huo Jiazhen Gu Zhuangbin Chen Cong Feng Hui Dong Zengyin Yang Michael R. Lyu 20 3 0 20 Sep 2024
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale Huy N. Phan Phong X. Nguyen Nghi D. Q. Bui LLMAG 33 10 0 09 Sep 2024
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding Ziyin Zhang Hang Yu Shijie Li Peng Di Jianguo Li Rui Wang 25 2 0 06 Sep 2024
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 31 3 0 02 Sep 2024
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection Niklas Risse Marcel Bohme Marcel Böhme 43 4 0 23 Aug 2024
CHECKWHY: Causal Fact Verification via Argument Structure Jiasheng Si Yibo Zhao Yingjie Zhu Haiyang Zhu Wenpeng Lu Deyu Zhou CML HILM LRM 40 1 0 20 Aug 2024
Top Pass: Improve Code Generation by Pass@k-Maximized Code Ranking Zhi-Cun Lyu Xin-Ye Li Zheng Xie Ming Li 42 7 0 11 Aug 2024
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis Weiqing Yang Hanbin Wang Zhenghao Liu Xinze Li Yukun Yan Shuo Wang Yu Gu Minghe Yu Zhiyuan Liu Ge Yu 50 2 0 09 Aug 2024
The Struggles of LLMs in Cross-lingual Code Clone Detection Micheline Bénédicte Moumoula A. Kaboré Jacques Klein Tegawende F. Bissyande 97 1 0 08 Aug 2024