💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

# Paper Cause of Death Category Citations Published
1 IntelliCode Compose: Code Generation Using Transformer
Alexey Svyatkovskiy, Shao Kun Deng, ... (+2 more)
👻 Ghosted cs.CL 576 5 years ago
2 Deep API Learning
Xiaodong Gu, Hongyu Zhang, ... (+2 more)
👻 Ghosted cs.SE 572 9 years ago
3 Fairness Testing: Testing Software for Discrimination
Sainyam Galhotra, Yuriy Brun, Alexandra Meliou
👻 Ghosted cs.SE 418 8 years ago
4 A Comprehensive Study on Deep Learning Bug Characteristics
Md Johirul Islam, Giang Nguyen, ... (+2 more)
👻 Ghosted cs.SE 342 6 years ago
5 DLFuzz: Differential Fuzzing Testing of Deep Learning Systems
Jianmin Guo, Yu Jiang, ... (+3 more)
👻 Ghosted cs.SE 304 7 years ago
6 Why We Refactor? Confessions of GitHub Contributors
Danilo Silva, Nikolaos Tsantalis, Marco Tulio Valente
👻 Ghosted cs.SE 295 9 years ago
7 InferFix: End-to-End Program Repair with LLMs
Matthew Jin, Syed Shahriar, ... (+5 more)
👻 Ghosted cs.SE 269 3 years ago
8 Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning
Chunqiu Steven Xia, Lingming Zhang
👻 Ghosted cs.SE 255 3 years ago
9 When Deep Learning Met Code Search
Jose Cambronero, Hongyu Li, ... (+3 more)
👻 Ghosted cs.SE 235 6 years ago
10 Automating Code Review Activities by Large-Scale Pre-training
Zhiyu Li, Shuai Lu, ... (+9 more)
👻 Ghosted cs.SE 229 4 years ago
11 Harvey: A Greybox Fuzzer for Smart Contracts
Valentin Wüstholz, Maria Christakis
👻 Ghosted cs.SE 213 6 years ago
12 Easy over Hard: A Case Study on Deep Learning
Wei Fu, Tim Menzies
👻 Ghosted cs.SE 204 9 years ago
13 Why Modern Open Source Projects Fail
Jailton Coelho, Marco Tulio Valente
👻 Ghosted cs.SE 196 8 years ago
14 No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence
Chaozheng Wang, Yuanhang Yang, ... (+4 more)
👻 Ghosted cs.SE 186 3 years ago
15 Oreo: Detection of Clones in the Twilight Zone
Vaibhav Saini, Farima Farmahinifarahani, ... (+3 more)
👻 Ghosted cs.SE 184 7 years ago
16 Understanding Flaky Tests: The Developer's Perspective
Moritz Eck, Fabio Palomba, ... (+2 more)
👻 Ghosted cs.SE 163 6 years ago
17 Automated Unit Test Improvement using Large Language Models at Meta
Nadia Alshahwan, Jubin Chheda, ... (+7 more)
👻 Ghosted cs.SE 162 2 years ago
18 Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
Jieshan Chen, Mulong Xie, ... (+5 more)
👻 Ghosted cs.CV 160 5 years ago
19 BugsInPy: A Database of Existing Bugs in Python Programs to Enable Controlled Testing and Debugging Studies
Ratnadira Widyasari, Sheng Qin Sim, ... (+14 more)
👻 Ghosted cs.SE 152 2 years ago
20 Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair
Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang
👻 Ghosted cs.SE 147 2 years ago
21 NatGen: Generative pre-training by "Naturalizing" source code
Saikat Chakraborty, Toufique Ahmed, ... (+3 more)
👻 Ghosted cs.PL 146 3 years ago
22 Baldur: Whole-Proof Generation and Repair with Large Language Models
Emily First, Markus N. Rabe, ... (+2 more)
👻 Ghosted cs.LG 146 3 years ago
23 Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing
Vincenzo Riccio, Paolo Tonella
👻 Ghosted cs.SE 144 5 years ago
24 Using Bad Learners to find Good Configurations
Vivek Nair, Tim Menzies, ... (+2 more)
👻 Ghosted cs.SE 141 9 years ago
25 Empirical Review of Java Program Repair Tools: A Large-Scale Experiment on 2,141 Bugs and 23,551 Repair Attempts
Thomas Durieux, Fernanda Madeiral, ... (+2 more)
👻 Ghosted cs.SE 133 6 years ago
26 TypeWriter: Neural Type Prediction with Search-based Validation
Michael Pradel, Georgios Gousios, ... (+2 more)
👻 Ghosted cs.SE 132 6 years ago
27 Getting pwn'd by AI: Penetration Testing with Large Language Models
Andreas Happe, Jürgen Cito
👻 Ghosted cs.CL 129 2 years ago
28 Revisiting Unsupervised Learning for Defect Prediction
Wei Fu, Tim Menzies
👻 Ghosted cs.SE 128 9 years ago
29 Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness
Sumon Biswas, Hridesh Rajan
👻 Ghosted cs.LG 116 5 years ago
30 Detecting Optimization Bugs in Database Engines via Non-Optimizing Reference Engine Construction
Manuel Rigger, Zhendong Su
👻 Ghosted cs.SE 116 5 years ago
31 Boosting Operational DNN Testing Efficiency through Conditioning
Zenan Li, Xiaoxing Ma, ... (+4 more)
👻 Ghosted cs.SE 113 6 years ago
32 RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Weishi Wang, Yue Wang, ... (+2 more)
👻 Ghosted cs.SE 109 2 years ago
33 Improving IR-Based Bug Localization with Context-Aware Query Reformulation
Mohammad Masudur Rahman, Chanchal K. Roy
👻 Ghosted cs.SE 107 7 years ago
34 iFixR: Bug Report driven Program Repair
Anil Koyuncu, Kui Liu, ... (+5 more)
👻 Ghosted cs.SE 101 6 years ago
35 Towards a Theory of Software Development Expertise
Sebastian Baltes, Stephan Diehl
👻 Ghosted cs.SE 100 7 years ago
36 Parameter-Free Probabilistic API Mining across GitHub
Jaroslav Fowkes, Charles Sutton
👻 Ghosted cs.SE 97 10 years ago
37 Auto-completing Bug Reports for Android Applications
Kevin Moran, Mario Linares-Vásquez, ... (+2 more)
👻 Ghosted cs.SE 97 8 years ago
38 Do Android Taint Analysis Tools Keep Their Promises?
Felix Pauck, Eric Bodden, Heike Wehrheim
👻 Ghosted cs.SE 94 8 years ago
39 Fuzzing Deep-Learning Libraries via Automated Relational API Inference
Yinlin Deng, Chenyuan Yang, ... (+2 more)
👻 Ghosted cs.SE 91 3 years ago
40 SZZ Unleashed: An Open Implementation of the SZZ Algorithm -- Featuring Example Usage in a Study of Just-in-Time Bug Prediction for the Jenkins Project
Markus Borg, Oscar Svensson, ... (+2 more)
👻 Ghosted cs.SE 89 7 years ago
41 MORPH: A Reference Architecture for Configuration and Behaviour Self-Adaptation
Victor Braberman, Nicolas D'Ippolito, ... (+3 more)
👻 Ghosted cs.SE 88 10 years ago
42 Code Vectors: Understanding Programs Through Embedded Abstracted Symbolic Traces
Jordan Henkel, Shuvendu K. Lahiri, ... (+2 more)
👻 Ghosted cs.SE 81 8 years ago
43 Assessing the Quality of the Steps to Reproduce in Bug Reports
Oscar Chaparro, Carlos Bernal-Cardenas, ... (+6 more)
👻 Ghosted cs.SE 79 6 years ago
44 Selecting third-party libraries: The practitioners' perspective
Enrique Larios-Vargas, Maurício Aniche, ... (+3 more)
👻 Ghosted cs.SE 79 5 years ago
45 Robotics Software Engineering: A Perspective from the Service Robotics Domain
Sergio García, Daniel Strüber, ... (+3 more)
👻 Ghosted cs.SE 76 5 years ago
46 Exploring LLM-based Agents for Root Cause Analysis
Devjeet Roy, Xuchao Zhang, ... (+5 more)
👻 Ghosted cs.SE 76 2 years ago
47 Enabling Mutation Testing for Android Apps
Mario Linares-Vásquez, Gabriele Bavota, ... (+6 more)
👻 Ghosted cs.SE 75 8 years ago
48 Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization
Lin Shi, Fangwen Mu, ... (+7 more)
👻 Ghosted cs.SE 75 3 years ago
49 How Bad Can a Bug Get? An Empirical Analysis of Software Failures in the OpenStack Cloud Computing Platform
Domenico Cotroneo, Luigi De Simone, ... (+3 more)
👻 Ghosted cs.SE 73 6 years ago
50 Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems
Zeyan Li, Nengwen Zhao, ... (+12 more)
👻 Ghosted cs.SE 73 3 years ago