Wei Fu

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All published works
Action Title Year Authors
+ PDF Chat On Designing Effective RL Reward at Training Time for LLM Reasoning 2024 Jiaxuan Gao
Shusheng Xu
Wenjie Ye
Weilin Liu
Chuan He
Wei Fu
Zhiyu Mei
Guangju Wang
Yi Wu
+ PDF Chat ReaLHF: Optimized RLHF Training for Large Language Models through Parameter Reallocation 2024 Zhiyu Mei
Wei Fu
Kaiwei Li
Guangju Wang
Huanchen Zhang
Yi Wu
+ PDF Chat Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study 2024 Shusheng Xu
Wei Fu
Jiaxuan Gao
Wenjie Ye
Weilin Liu
Zhiyu Mei
G. Wang
Chao Yu
Yi Wu
+ SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores 2023 Zhiyu Mei
Wei Fu
Guangju Wang
Huanchen Zhang
Yi Wu
+ PDF Chat Predicting health indicators for open source projects (using hyperparameter optimization) 2022 Tianpei Xia
Wei Fu
Rui Shu
Rishabh Agrawal
Tim Menzies
+ Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer). 2020 Tianpei Xia
Wei Fu
Rui Shu
Tim Menzies
+ How to “DODGE” Complex Software Analytics 2019 Amritanshu Agrawal
Wei Fu
Di Chen
Xipeng Shen
Tim Menzies
+ Estimating the number of clusters using cross-validation 2019 Wei Fu
Patrick O. Perry
+ PDF Chat Applications of psychological science for actionable analytics 2018 Di Chen
Wei Fu
Rahul Krishna
Tim Menzies
+ PDF Chat 500+ times faster than deep learning 2018 Suvodeep Majumder
Nikhila Balaji
Katie Brey
Wei Fu
Tim Menzies
+ PDF Chat Data-driven search-based software engineering 2018 Vivek Nair
Amritanshu Agrawal
Jianfeng Chen
Wei Fu
George Mathew
Tim Menzies
Leandro L. Minku
Markus Wagner
Zhe Yu
+ PDF Chat What is wrong with topic modeling? And how to fix it using search-based software engineering 2018 Amritanshu Agrawal
Wei Fu
Tim Menzies
+ Applications of Psychological Science for Actionable Analytics 2018 Di Chen
Wei Fu
Rahul Krishna
Tim Menzies
+ Building Better Quality Predictors Using "$ε$-Dominance" 2018 Wei Fu
Tim Menzies
Di Chen
Amritanshu Agrawal
+ 500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow) 2018 Suvodeep Majumder
Nikhila Balaji
Katie Brey
Wei Fu
Tim Menzies
+ PDF Chat Easy over hard: a case study on deep learning 2017 Wei Fu
Tim Menzies
+ PDF Chat Revisiting unsupervised learning for defect prediction 2017 Wei Fu
Tim Menzies
+ What is Wrong with Topic Modeling? (and How to Fix it Using Search-based SE). 2016 Amritanshu Agrawal
Wei Fu
Tim Menzies
+ PDF Chat Tuning for software analytics: Is it really necessary? 2016 Wei Fu
Tim Menzies
Xipeng Shen
+ Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors? 2016 Wei Fu
Vivek Nair
Tim Menzies
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ None 1997 Rainer Storn
Kenneth V. Price
10
+ Scikit-learn: Machine Learning in Python 2012 Fabián Pedregosa
Gaël Varoquaux
Alexandre Gramfort
Vincent Michel
Bertrand Thirion
Olivier Grisel
Mathieu Blondel
Peter Prettenhofer
Ron J. Weiss
Vincent Dubourg
10
+ PDF Chat Tuning for software analytics: Is it really necessary? 2016 Wei Fu
Tim Menzies
Xipeng Shen
9
+ PDF Chat Easy over hard: a case study on deep learning 2017 Wei Fu
Tim Menzies
7
+ PDF Chat Is "better data" better than "better data miners"? 2018 Amritanshu Agrawal
Tim Menzies
6
+ PDF Chat What is wrong with topic modeling? And how to fix it using search-based software engineering 2018 Amritanshu Agrawal
Wei Fu
Tim Menzies
6
+ Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors? 2016 Wei Fu
Vivek Nair
Tim Menzies
5
+ PDF Chat Is "better data" better than "better data miners"?: on the benefits of tuning SMOTE for defect prediction 2018 Amritanshu Agrawal
Tim Menzies
3
+ PDF Chat A Deep Learning Model for Estimating Story Points 2018 Morakot Choetkiertikul
Hoa Khanh Dam
Truyen Tran
Trang Pham
Aditya Ghose
Tim Menzies
3
+ PDF Chat Finding Faster Configurations Using FLASH 2018 Vivek Nair
Zhe Yu
Tim Menzies
Norbert Siegmund
Sven Apel
3
+ PDF Chat Convolutional Neural Networks over Tree Structures for Programming Language Processing 2016 Lili Mou
Ge Li
Lu Zhang
Tao Wang
Zhi Jin
3
+ A Critique and Improvement of the <i>CL</i> Common Language Effect Size Statistics of McGraw and Wong 2000 András Vargha
Harold D. Delaney
3
+ PDF Chat The Impact of Automated Parameter Optimization on Defect Prediction Models 2018 Chakkrit Tantithamthavorn
Shane McIntosh
Ahmed E. Hassan
Kenichi Matsumoto
3
+ PDF Chat SMOTE: Synthetic Minority Over-sampling Technique 2002 Nitesh V. Chawla
Kevin W. Bowyer
Lawrence Hall
W. Philip Kegelmeyer
2
+ Distributed Representations of Words and Phrases and their Compositionality 2013 Tomáš Mikolov
Ilya Sutskever
Kai Chen
Greg S. Corrado
Jeffrey Dean
2
+ PDF Chat A Cross-Repository Model for Predicting Popularity in GitHub 2018 Neda Hajiakhoond Bidoki
Gita Sukthankar
Heather Keathley-Herring
Iván Garibay
2
+ PDF Chat Evaluating prediction systems in software project estimation 2012 Martin Shepperd
Steve MacDonell
2
+ NLTK: The Natural Language Toolkit 2002 Edward Loper
Steven Bird
2
+ Convolutional Neural Networks over Tree Structures for Programming Language Processing 2014 Lili Mou
Ge Li
Lu Zhang
Tao Wang
Zhi Jin
2
+ PDF Chat What accuracy statistics really measure 2001 Barbara Kitchenham
Lesley M. Pickard
Stephen G. MacDonell
Martin Shepperd
2
+ PDF Chat Predicting the Popularity of GitHub Repositories 2016 Hudson Silva Borges
André Hora
Marco TĂşlio Valente
2
+ PDF Chat Is this GitHub project maintained? Measuring the level of maintenance activity of open-source projects 2020 Jailton Coelho
Marco TĂşlio Valente
Luciano O. Milen
Luciana Lourdes Silva
2
+ PDF Chat What is the connection between issues, bugs, and enhancements? 2018 Rahul Krishna
Amritanshu Agrawal
Akond Rahman
Alexander Sobran
Tim Menzies
2
+ PDF Chat Better software analytics via “DUO”: Data mining algorithms using/used-by optimizers 2020 Amritanshu Agrawal
Tim Menzies
Leandro L. Minku
Markus Wagner
Zhe Yu
2
+ Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing 1995 Yoav Benjamini
Yosef Hochberg
2
+ An Introduction to the Bootstrap 1994 Bradley Efron
Robert Tibshirani
2
+ PDF Chat Revisiting unsupervised learning for defect prediction 2017 Wei Fu
Tim Menzies
2
+ PDF Chat Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering 2007 Chris Fraley
Adrian E. Raftery
2
+ PDF Chat Beyond evolutionary algorithms for search-based software engineering 2017 Jianfeng Chen
Vivek Nair
Tim Menzies
1
+ PDF Chat Using bad learners to find good configurations 2017 Vivek Nair
Tim Menzies
Norbert Siegmund
Sven Apel
1
+ PDF Chat “SHORT”er Reasoning About Larger Requirements Models 2017 George Mathew
Tim Menzies
Neil A. Ernst
John P. Klein
1
+ Better Predictors for Issue Lifetime 2017 Mitch Rees-Jones
Matthew J. Martin
Tim Menzies
1
+ PDF Chat Transfer Learning for Improving Model Predictions in Highly Configurable Software 2017 Pooyan Jamshidi
Miguel Velez
Christian Kästner
Norbert Siegmund
Prasad Kawthekar
1
+ Testing Reading Tactics for Automated Reading Assistance: Is it Useful to Apply Old Knowledge? 2017 Zhe Yu
Tim Menzies
1
+ FLASH: A Faster Optimizer for SBSE Tasks 2017 Vivek Nair
Zhe Yu
Tim Menzies
1
+ RIOT: a Novel Stochastic Method for Rapidly Configuring Cloud-Based Workflows. 2017 Jianfeng Chen
Tim Menzies
1
+ PDF Chat “Sampling” as a Baseline Optimizer for Search-Based Software Engineering 2018 Jianfeng Chen
Vivek Nair
Rahul Krishna
Tim Menzies
1
+ Parametric measures of effect size. 1994 Robert Rosenthal
1
+ Finding Faster Configurations using FLASH 2018 Vivek Nair
Zhe Yu
Tim Menzies
Norbert Siegmund
Sven Apel
1
+ FAST$^2$: Better Automated Support for Finding Relevant SE Research Papers 2017 Zhe Yu
Tim Menzies
1
+ PDF Chat Finding better active learners for faster literature reviews 2018 Zhe Yu
Nicholas A. Kraft
Tim Menzies
1
+ Explainable Software Analytics 2018 Hoa Khanh Dam
Truyen Tran
Aditya Ghose
1
+ Per-Corpus Configuration of Topic Modelling for GitHub and Stack Overflow Collections. 2018 Christoph Treude
Markus Wagner
1
+ Hyperparameter Optimization for Effort Estimation 2018 Tianpei Xia
Rahul Krishna
Jianfeng Chen
George Mathew
Xipeng Shen
Tim Menzies
1
+ How to “DODGE” Complex Software Analytics 2019 Amritanshu Agrawal
Wei Fu
Di Chen
Xipeng Shen
Tim Menzies
1
+ Predicting Good Configurations for GitHub and Stack Overflow Topic Models 2018 Christoph Treude
Markus Wagner
1
+ Sequence to Sequence Learning with Neural Networks 2014 Ilya Sutskever
Oriol Vinyals
Quoc V. Le
1
+ Bellwethers: A Baseline Method For Transfer Learning 2017 Rahul Krishna
Tim Menzies
1
+ Distributed Representations of Words and Phrases and their Compositionality 2013 Tomáš Mikolov
Ilya Sutskever
Kai Chen
Greg S. Corrado
Jay B. Dean
1
+ RIOT: a Stochastic-based Method for Workflow Scheduling in the Cloud 2017 Jianfeng Chen
Tim Menzies
1