Mingliang Ma

According to our database, Mingliang Ma authored at least 20 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Can Adjusting Hyperparameters Lead to Green Deep Learning: An Empirical Study on Correlations between Hyperparameters and Energy Consumption of Deep Learning Models.

Taoran Wang, Yanhui Li, Mingliang Ma, Lin Chen, Yuming Zhou

CoRR, March, 2026

Less Is More: Feature Engineering for Fairness and Performance of Machine Learning Software.

Linghan Meng, Yanhui Li, Lin Chen, Mingliang Ma, Yuming Zhou, Baowen Xu

ACM Trans. Softw. Eng. Methodol., February, 2026

Revealing unseen differences: A change metric perspective on deep learning software lifecycle for fine-tuning data debugging.

Wenjie Xu, Yanhui Li, Mingliang Ma, Lin Chen, Yuming Zhou

Sci. Comput. Program., 2026

MutDBD: Mutation-based training set diagnosis for backdoor defense in deep neural networks.

Mingliang Ma, Yanhui Li, Jun Wang, Lin Chen, Yuming Zhou

Sci. Comput. Program., 2026

2025

Weighted Suspiciousness and Balanced Aggregation to Boost Spectrum-based Fault Localization of Deep Learning Models.

Wenjie Xu, Yanhui Li, Mingliang Ma, Lin Chen, Yuming Zhou

ACM Trans. Softw. Eng. Methodol., September, 2025

A High-Dimensional Gradient Inversion Attack Based on Feature Distillation in Federated Learning.

Hongyun Cai, Mingliang Ma, Zhiqiang Wang, Jiaxin Li, Yuhang Yang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Transfer Learning for High-dimensional Reduced Rank Time Series Models.

Mingliang Ma, Abolfazl Safikhani

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Hybrid mutation driven testing for natural language inference.

Linghan Meng, Yanhui Li, Lin Chen, Mingliang Ma, Yuming Zhou, Baowen Xu

J. Softw. Evol. Process., October, 2024

2023

Code-line-level Bugginess Identification: How Far have We Come, and How Far have We Yet to Go?

Zhaoqiang Guo, Shiran Liu, Xutong Liu, Wei Lai, Mingliang Ma, Xu Zhang, Chao Ni, Yibiao Yang, Yanhui Li, Lin Chen, Guoqiang Zhou, Yuming Zhou

ACM Trans. Softw. Eng. Methodol., July, 2023

Effective Recommendation of Cross-Project Correlated Issues based on Issue Metrics.

Hao Ren, Mingliang Ma, Xiaowei Zhang, Yulu Cao, Changhai Nie

Proceedings of the 14th Asia-Pacific Symposium on Internetware, 2023

2022

Vulpedia: Detecting vulnerable ethereum smart contracts via abstracted vulnerability signatures.

Jiaming Ye, Mingliang Ma, Yun Lin, Lei Ma, Yinxing Xue, Jianjun Zhao

J. Syst. Softw., 2022

Theoretical analysis of deep neural networks for temporally dependent observations.

Mingliang Ma, Abolfazl Safikhani

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

COVID-ONE-hi: The One-stop Database for COVID-19-specific Humoral Immunity and Clinical Parameters.

Zhaowei Xu, Yang Li, Qing Lei, Likun Huang, Danyun Lai, Shujuan Guo, Hewei Jiang, Hongyan Hou, Yunxiao Zheng, Xuening Wang, Jiaoxiang Wu, Mingliang Ma, Bo Zhang, Hong Chen, Caizheng Yu, Junbiao Xue, Hainan Zhang, Huan Qi, Siqi Yu, Mingxi Lin, Yandi Zhang, Xiaosong Lin, Zongjie Yao, Huiming Sheng, Ziyong Sun, Feng Wang, Xionglin Fan, Sheng-ce Tao

Genom. Proteom. Bioinform., 2021

2020

A Software Analysis Based Vulnerability Detection System For Smart Contracts.

Jiaming Ye, Mingliang Ma, Tianyong Peng, Yinxing Xue

Proceedings of the Integrating Research and Practice in Software Engineering, 2020

Cross-Contract Static Analysis for Detecting Practical Reentrancy Vulnerabilities in Smart Contracts.

Yinxing Xue, Mingliang Ma, Yun Lin, Yulei Sui, Jiaming Ye, Tianyong Peng

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Clairvoyance: cross-contract static analysis for detecting practical reentrancy vulnerabilities in smart contracts.

Jiaming Ye, Mingliang Ma, Yun Lin, Yulei Sui, Yinxing Xue

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

2019

Doublade: Unknown Vulnerability Detection in Smart Contracts Via Abstract Signature Matching and Refined Detection Rules.

Yinxing Xue, Jiaming Ye, Mingliang Ma, Lei Ma, Yi Li, Haijun Wang, Yun Lin, Tianyong Peng, Yang Liu

CoRR, 2019

Towards Automated Generation of Bug Benchmark for Smart Contracts.

Jiaming Ye, Mingliang Ma, Tianyong Peng, Yun Peng, Yinxing Xue

Proceedings of the 2019 IEEE International Conference on Software Testing, 2019

2017

Detecting Replay Attacks in Power Systems: A Data-Driven Approach.

Mingliang Ma, Peng Zhou, Dajun Du, Chen Peng, Minrui Fei, Hanan Mubarak AlBuflasa

Proceedings of the Advanced Computational Methods in Energy, Power, Electric Vehicles, and Their Integration, 2017

2010

Virtualized Application Networking Infrastructure.

Hadi Bannazadeh, Alberto Leon-Garcia, Keith Redmond, Gordon Tam, Arbab Khan, Mingliang Ma, Saleh Dani, Paul Chow

Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010