Jiajia Ma

According to our database, Jiajia Ma authored at least 16 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

SmartCoder-R1: Towards Secure and Explainable Smart Contract Generation with Security-Aware Group Relative Policy Optimization.

Lei Yu, Jingyuan Zhang, Xin Wang, Jiajia Ma, Li Yang, Fengjun Zhang

CoRR, September, 2025

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection.

Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma

CoRR, July, 2025

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection.

Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo

CoRR, June, 2025

MOS: Towards Effective Smart Contract Vulnerability Detection through Mixture-of-Experts Tuning of Large Language Models.

Hang Yuan, Lei Yu, Zhirong Huang, Jingyuan Zhang, Junyi Lu, Shiqi Cheng, Li Yang, Fengjun Zhang, Jiajia Ma, Chun Zuo

CoRR, April, 2025

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection.

Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo

Proc. ACM Softw. Eng., 2025

EXE-Reviewer: Towards EXplainable and Effective Review Comments Generation.

Yifei Liu, Junyi Lu, Li Yang, Yang Wang, Zheng Zhang, Xiaoxiao Ma, Jiajia Ma, Fengjun Zhang, Chun Zuo

Proceedings of the 37th International Conference on Software Engineering and Knowledge Engineering, 2025

Dependent syntactic analysis of Mongolian based on semi-supervised self-training.

Zhonghao Zhang, Jiajia Ma, Na Liu, Nier Wu, Yatu Ji, Guiping Liu

Proceedings of the International Joint Conference on Neural Networks, 2025

Pre-training and Fine-turning Multi-task Learning Model: An Effective Method for Mongolian Morphological Tagging.

Na Liu, Jiajia Ma, Zhonghao Zhang, Aodengbala, Min Lu, Guiping Liu

Proceedings of the International Joint Conference on Neural Networks, 2025

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection.

Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2025

A Survey of Low-Resource Sentence Representation.

Jiajia Ma, Na Liu, Zhonghao Zhang, Guiping Liu, Tan Liu, Min Lu, Nier Wu, Yatu Ji

Proceedings of the 2025 International Conference on Asian Language Processing, 2025

2024

Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation.

Lei Yu, Shiqi Chen, Hang Yuan, Peng Wang, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Fengjun Zhang, Li Yang, Jiajia Ma

CoRR, 2024

2023

PSCVFinder: A Prompt-Tuning Based Framework for Smart Contract Vulnerability Detection.

Lei Yu, Junyi Lu, Xianglong Liu, Li Yang, Fengjun Zhang, Jiajia Ma

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Who Are the Money Launderers? Money Laundering Detection on Blockchain via Mutual Learning-Based Graph Neural Network.

Lei Yu, Fengjun Zhang, Jiajia Ma, Li Yang, Yuanzhe Yang, Wei Jia

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Modeling and Simulation of Temperature Fields in the Process of Pressure-Difference Precooling of Loquats in Multiple Rows of Cartons.

Siyao Sui, Yuning Wang, Jiajia Ma, Lingxiang Sun, Guili Huang, Jiazheng Li

Proceedings of the BIC 2022: 2nd International Conference on Bioinformatics and Intelligent Computing, Harbin, China, January 21, 2022

2019

A Human-in-the-Loop Method for Developing Machine Learning Applications.

Li Yang, Menghan Li, Jianlong Ren, Chun Zuo, Jiajia Ma, Weiyi Kong

Proceedings of the 6th International Conference on Systems and Informatics, 2019

2018

A novel graph kernel on chemical compound classification.

Qiangrong Jiang, Jiajia Ma

J. Bioinform. Comput. Biol., 2018