Easy over Hard: A Case Study on Deep Learning

1 March 2017

Papers citing "Easy over Hard: A Case Study on Deep Learning"

18 / 18 papers shown

Title
Linux Kernel Configurations at Scale: A Dataset for Performance and Evolution Analysis Heraldo Borges Juliana Alves Pereira D. Khelladi M. Acher 21 0 0 12 May 2025
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 32 1 0 11 Apr 2024
AURORA: Navigating UI Tarpits via Automated Neural Screen Understanding Safwat Ali Khan Wenyu Wang Yiran Ren Bin Zhu Jiangfan Shi Alyssa McGowan Wing Lam Kevin Moran 45 1 0 01 Apr 2024
Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction Xin Zhou Donggyun Han David Lo VLM 35 2 0 17 Mar 2024
CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports Yu-zeng Lyu Thanh Le-Cong Hong Jin Kang Ratnadira Widyasari Zhipeng Zhao X. Le Ming Li David Lo 29 16 0 10 Jan 2023
Requirements Engineering for Machine Learning: A Review and Reflection Zhong Pei Lin Liu Chen Wang Jianmin Wang VLM 45 22 0 03 Oct 2022
An Expert System for Redesigning Software for Cloud Applications Rahul Yedida R. Krishna A. Kalia Tim Menzies Jin Xiao M. Vukovic 16 4 0 29 Sep 2021
The Grammar-Learning Trajectories of Neural Language Models Leshem Choshen Guy Hacohen D. Weinshall Omri Abend 29 28 0 13 Sep 2021
FRUGAL: Unlocking SSL for Software Analytics Huy Tu Tim Menzies 16 14 0 22 Aug 2021
Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews Pablo Restrepo Henao Jannik Fischbach Dominik Spies Julian Frattini Andreas Vogelsang 21 25 0 02 Aug 2021
Attention-based model for predicting question relatedness on Stack Overflow Jiayan Pei Yimin Wu Zishan Qin Yao Cong Jingtao Guan 22 14 0 19 Mar 2021
Deep Learning & Software Engineering: State of Research and Future Directions P. Devanbu Matthew B. Dwyer Sebastian G. Elbaum M. Lowry Kevin Moran Denys Poshyvanyk Baishakhi Ray Rishabh Singh Xiangyu Zhang 11 22 0 17 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
Machine Learning Testing: Survey, Landscapes and Horizons Jie M. Zhang Mark Harman Lei Ma Yang Liu VLM AILaw 39 741 0 19 Jun 2019
How to "DODGE" Complex Software Analytics? Amritanshu Agrawal Wei Fu Di Chen Xipeng Shen Tim Menzies 16 51 0 05 Feb 2019
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow) Suvodeep Majumder N. Balaji Katie Brey Wei Fu Tim Menzies 20 77 0 14 Feb 2018
Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps Kevin Moran Carlos Bernal-Cárdenas Michael Curcio R. Bonett Denys Poshyvanyk 40 202 0 07 Feb 2018
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering) Amritanshu Agrawal Wei Fu Tim Menzies 22 212 0 29 Aug 2016