Title
Multi-target Backdoor Attacks for Code Pre-trained Models Yanzhou Li Shangqing Liu Kangjie Chen Xiaofei Xie Tianwei Zhang Yang Liu AAML SILM 12 23 0 14 Jun 2023
LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types Xinjie Wen Cuiyun Gao Feng Luo Hao Wang Ge Li Qing Liao 12 6 0 12 Jun 2023
CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution Prithwish Jana Piyush Jha Haoyang Ju Gautham Kishore Aryan Mahajan Vijay Ganesh 19 12 0 11 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 21 12 0 10 Jun 2023
Vulnerable Smart Contract Function Locating Based on Multi-Relational Nested Graph Convolutional Network Haiyang Liu Yuqi Fan Lin Feng Zhenchun Wei 17 9 0 07 Jun 2023
SourceP: Detecting Ponzi Schemes on Ethereum with Source Code Pengcheng Lu Liang Cai Keting Yin AI4TS 17 3 0 02 Jun 2023
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer -- A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities Tiehua Zhang Ruiqian Xu Jianping Zhang Yuze Liu Xin Chen Jun-Jian Yin Xi Zheng 19 2 0 02 Jun 2023
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Bonan Kou Shengmai Chen Zhijie Wang Lei Ma Tianyi Zhang ALM 11 13 0 02 Jun 2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion Hengzhi Pei Jinman Zhao Leonard Lausen Sheng Zha George Karypis ELM LRM 6 21 0 01 Jun 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis Ali TehraniJamsaz Quazi Ishtiaque Mahmud Le Chen Nasreen K. Ahmed Ali Jannesari 12 4 0 31 May 2023
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM Nghi D. Q. Bui Hung Le Yue Wang Junnan Li Akhilesh Deepak Gotmare Steven C. H. Hoi 16 26 0 31 May 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 19 78 0 29 May 2023
Backdooring Neural Code Search Weisong Sun Yuchen Chen Guanhong Tao Chunrong Fang Xiangyu Zhang Quanjun Zhang Bin Luo SILM 14 16 0 27 May 2023
Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities Michael Fu Trung Le Van Nguyen C. Tantithamthavorn Dinh Q. Phung 25 3 0 26 May 2023
Coarse-Tuning Models of Code with Reinforcement Learning Feedback Abhinav C. P. Jain Chima Adiole Swarat Chaudhuri Thomas W. Reps Chris Jermaine Rice University ALM 12 1 0 25 May 2023
GrACE: Generation using Associated Code Edits Priyanshu Gupta Avishree Khare Yasharth Bajpai Saikat Chakraborty Sumit Gulwani Aditya Kanade Arjun Radhakrishna Gustavo Soares Ashish Tiwari 13 16 0 23 May 2023
ChipGPT: How far are we from natural language hardware design Kaiyan Chang Ying Wang Haimeng Ren Mengdi Wang Shengwen Liang Yinhe Han Huawei Li Xiaowei Li 19 89 0 23 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen J. Wang Xiang Li Ming Gao 21 8 0 23 May 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 24 16 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 30 4 0 22 May 2023
Text-to-SQL Error Correction with Language Models of Code Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 10 10 0 22 May 2023
BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer Piyush Jha Joseph Scott Jaya Sriram Ganeshna M. Singh Vijay Ganesh 16 5 0 21 May 2023
LMs: Understanding Code Syntax and Semantics for Code Analysis Wei Ma Shangqing Liu Zhihao Lin Wenhan Wang Q. Hu Ye Liu Cen Zhang Liming Nie Li Li Yang Liu 29 16 0 20 May 2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search Nikita Sorokin Dmitry Abulkhanov Sergey I. Nikolenko Valentin Malykh 21 3 0 19 May 2023
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets I. Sedykh Dmitry Abulkhanov Nikita Sorokin Sergey I. Nikolenko Valentin Malykh 16 1 0 19 May 2023
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation Yunsheng Bai Atefeh Sohrabizadeh Zongyue Qin Ziniu Hu Yizhou Sun Jason Cong 18 1 0 18 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 19 26 0 18 May 2023
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers Tal Kadosh Nadav Schneider N. Hasabnis Tim Mattson Yuval Pinter Gal Oren 31 17 0 16 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 19 455 0 13 May 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search Jie M. Zhang Wei Ma Q. Hu Shangqing Liu Xiaofei Xie Yves Le Traon Yang Liu AAML 20 6 0 10 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 26 13 0 09 May 2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification Anastasiia Grishina Max Hort Leon Moonen 22 6 0 08 May 2023
Code Execution with Pre-trained Language Models Chenxiao Liu Shuai Lu Weizhu Chen Daxin Jiang Alexey Svyatkovskiy Shengyu Fu Neel Sundaresan Nan Duan ELM 22 21 0 08 May 2023
TASTY: A Transformer based Approach to Space and Time complexity K. Moudgalya Ankit Ramakrishnan Vamsikrishna Chemudupati Xinghai Lu 8 3 0 06 May 2023
REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models Anthony Saieva Saikat Chakraborty Gail E. Kaiser 20 1 0 05 May 2023
Class based Influence Functions for Error Detection Thang Nguyen-Duc Hoang Thanh-Tung Quan Hung Tran Huu-Tien Dang Nguyen Ngoc-Hieu An Dau Nghi D. Q. Bui TDI 14 1 0 02 May 2023
Redundancy and Concept Analysis for Code-trained Language Models Arushi Sharma Zefu Hu Christopher Quinn Ali Jannesari 70 1 0 01 May 2023
Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation Krishnam Hasija Shrishti Pradhan Manasi S. Patwardhan Raveendra Kumar Medicherla L. Vig Ravindra Naik 13 2 0 26 Apr 2023
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph Nafis Tanveer Islam G. Parra Dylan Manuel E. Bou-Harb Peyman Najafirad 15 8 0 17 Apr 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 27 11 0 16 Apr 2023
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization) Toufique Ahmed Kunal Suresh Pai Prem Devanbu Earl T. Barr LRM 22 98 0 13 Apr 2023
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond Ensheng Shi Yanlin Wang Hongyu Zhang Lun Du Shi Han Dongmei Zhang Hongbin Sun 28 42 0 11 Apr 2023
DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection Yizheng Chen Zhoujie Ding Lamya Alowain Xinyun Chen David A. Wagner AAML 15 124 0 01 Apr 2023
One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization Deze Wang Boxing Chen Shanshan Li Wei Luo Shaoliang Peng Wei Dong Xiang-ke Liao 28 37 0 28 Mar 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 27 3 0 22 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 33 51 0 20 Mar 2023
Revisiting the Plastic Surgery Hypothesis via Large Language Models Chun Xia Yifeng Ding Lingming Zhang 33 20 0 18 Mar 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 21 6 0 14 Mar 2023
xASTNN: Improved Code Representations for Industrial Practice Zhiwei Xu Min Zhou Xibin Zhao Yang Chen Xi Cheng Hongyu Zhang AI4TS 19 5 0 13 Mar 2023
Planning with Large Language Models for Code Generation Shun Zhang Zhenfang Chen Yikang Shen Mingyu Ding J. Tenenbaum Chuang Gan 35 146 0 09 Mar 2023