Liyan Song

43 papers A* 1A 1B 2C 2Journal 26Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coevolutionary software multi-project scheduling with matrix management and online skill training.
Eng. Appl. Artif. Intell.
Xiaoning Shen, Jiayuan Li, Liyan Song, Chengbin Yao
2025 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Leandro Lei Minku, Liyan Song
2024 J jnl
A Two-Stage LLVM Option Sequence Optimization Method to Minimize Energy Consumption.
Swarm Evol. Comput.
Youcong Ni, Xin Du, Liyan Song, Ruliang Xiao, Peng Ye, Jianwen Wang
2024 B conf
Addressing Intermediate Verification Latency in Online Learning Through Immediate Pseudo-labeling and Oriented Synthetic Correction.
IJCNN
Zixin Zhong, Liyan Song, Fengzhen Tang, Bo Yuan
2024 J jnl
Coevolutionary scheduling of dynamic software project considering the new skill learning.
Autom. Softw. Eng.
Xiaoning Shen, Chengbin Yao, Liyan Song, Jiyong Xu, Mingjian Mao
2024 J jnl
Comprehensive Review and Empirical Evaluation of Causal Discovery Algorithms for Numerical Data.
CoRR
Wenjin Niu, Zijun Gao, Liyan Song, Lingbo Li
2024 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Leandro L. Minku, Liyan Song
2024 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Leandro L. Minku, Liyan Song
2024 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Leandro Lei Minku, Liyan Song
2024 J jnl
Feature mapping based on heterogeneous cross-company effort estimation.
Softw. Qual. J.
Xiaoning Shen, Jiaqi Lu, Shuxian Li, Liyan Song
2024 J jnl
Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights.
IEEE Trans. Knowl. Data Eng.
Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
2024 — conf
Online Learning in Varying Feature Spaces with Informative Variation.
IIP (1)
Peijia Qin, Liyan Song
2024 J jnl
Online cross-project approach with project-level similarity for just-in-time software defect prediction.
Empir. Softw. Eng.
Cong Teng, Liyan Song, Xin Yao
2023 — conf
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction.
ESEC/SIGSOFT FSE
Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao
2023 J jnl
A Procedure to Continuously Evaluate Predictive Performance of Just-In-Time Software Defect Prediction Models During Software Development.
IEEE Trans. Software Eng.
Liyan Song, Leandro L. Minku
2023 — conf
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification.
ECML/PKDD (2)
Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
2023 — ch.
Artificial Intelligence in Software Project Management.
Optimising the Software Development Process with Artificial Intelligence
Liyan Song, Leandro L. Minku
2023 A conf
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning.
ECAI
Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao
2023 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Marley M. B. R. Vellasco, Liyan Song
2023 J jnl
Conference Calendar [Conference Calendar].
IEEE Comput. Intell. Mag.
Marley M. B. R. Vellasco, Liyan Song
2023 J jnl
Energy-Efficient Multi-Trip Routing for Municipal Solid Waste Collection by Contribution-Based Adaptive Particle Swarm Optimization.
Complex Syst. Model. Simul.
Xiaoning Shen, Hongli Pan, Zhongpei Ge, Wenyan Chen, Liyan Song, Shuo Wang
2023 J jnl
Heterogeneous multi-project multi-task allocation in mobile crowdsensing using an ensemble fireworks algorithm.
Appl. Soft Comput.
Xiaoning Shen, Di Xu, Liyan Song, Yuchi Zhang
2023 J jnl
ItoV: Efficiently Adapting Deep Learning-based Image Watermarking to Video Watermarking.
CoRR
Guanhui Ye, Jiashi Gao, Yuchen Wang, Liyan Song, Xuetao Wei
2023 J jnl
Joint optimisation of feature selection and SVM parameters based on an improved fireworks algorithm.
Int. J. Comput. Sci. Eng.
Xiaoning Shen, Jiyong Xu, Mingjian Mao, Jiaqi Lu, Liyan Song, Qian Wang
2023 J jnl
Joint optimisation of feature selection and SVM parameters based on an improved fireworks algorithm.
Int. J. Comput. Sci. Eng.
Qian Wang, Liyan Song, Jiaqi Lu, Mingjian Mao, Jiyong Xu, Xiaoning Shen
2023 J jnl
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction.
Empir. Softw. Eng.
Liyan Song, Leandro L. Minku, Xin Yao
2023 J jnl
STCM: A spatio-temporal calibration model for low-cost air monitoring sensors.
Inf. Sci.
Yingjun Zhang, Chang Ju, Jiahu Qin, Liyan Song, Xiaoqian Liu, Wei Sun, Zongxi Li
2022 B conf
A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency.
IJCNN
Liyan Song, Shuxian Li, Leandro L. Minku, Xin Yao
2022 J jnl
A Region Enhanced Discrete Multi-Objective Fireworks Algorithm for Low-Carbon Vehicle Routing Problem.
Complex Syst. Model. Simul.
Xiaoning Shen, Jiaqi Lu, Xuan You, Liyan Song, Zhongpei Ge
2022 J jnl
Direct ICA on data tensor via random matrix modeling.
Signal Process.
Liyan Song, Shuo Zhou, Haiping Lu
2022 J jnl
Variable speed multi-task allocation for mobile crowdsensing based on a multi-objective shuffled frog leaping algorithm.
Appl. Soft Comput.
Xiaoning Shen, Qingzhou Chen, Hongli Pan, Liyan Song, Yinan Guo
2021 — conf
Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution Detection.
ECML/PKDD (3)
Shuyi Zhang, Chao Pan, Liyan Song, Xiaoyu Wu, Zheng Hu, Ke Pei, Peter Tino, Xin Yao
2021 — conf
Methods for deep learning model failure detection and model adaption: A survey.
ISSRE Workshops
Xiaoyu Wu, Zheng Hu, Ke Pei, Liyan Song, Zhi Cao, Shuyi Zhang
2020 A* conf
An investigation of cross-project learning in online just-in-time software defect prediction.
ICSE
Sadia Tabassum, Leandro L. Minku, Danyi Feng, George G. Cabral, Liyan Song
2019 — —
Learning to cope with small noisy data in software effort estimation.
Liyan Song
2019 J jnl
Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling.
ACM Trans. Softw. Eng. Methodol.
Liyan Song, Leandro L. Minku, Xin Yao
2018 — conf
A novel automated approach for software effort estimation based on data augmentation.
ESEC/SIGSOFT FSE
Liyan Song, Leandro L. Minku, Xin Yao
2016 C conf
EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator.
ACML
Liyan Song, Haiping Lu
2016 C conf
Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA.
ACML
Liyan Song, Haiping Lu
2014 — conf
The potential benefit of relevance vector machine to software effort estimation.
PROMISE
Liyan Song, Leandro L. Minku, Xin Yao
2013 — conf
Spectral Decomposition for Optimal Graph Index Prediction.
PAKDD (1)
Liyan Song, Yun Peng, Byron Choi, Jianliang Xu, Bingsheng He
2013 — conf
The impact of parameter tuning on software effort estimation using learning machines.
PROMISE
Liyan Song, Leandro L. Minku, Xin Yao
2004 J jnl
Improving online learning: Student perceptions of useful and challenging characteristics.
Internet High. Educ.
Liyan Song, Ernise Singleton, Janette R. Hill, Myung Hwa Koh