A novel graph kernel on chemical compound classification. - Qiangrong Jiang; Jiajia Ma (J. Bioinform. Comput. Biol., 2018)

A Human-in-the-Loop Method for Developing Machine Learning Applications. - Li Yang 015; Menghan Li; Jianlong Ren; Chun Zuo; Jiajia Ma; Weiyi Kong (ICSAI, 2019)

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 008 (BIC, 2022)

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 015; Yuanzhe Yang; Wei Jia (IJCNN, 2023)

PSCVFinder: A Prompt-Tuning Based Framework for Smart Contract Vulnerability Detection. - Lei Yu; Junyi Lu; Xianglong Liu 005; Li Yang 015; Fengjun Zhang; Jiajia Ma (ISSRE, 2023)

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)

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection. - Lei Yu; Zhirong Huang; Hang Yuan; Shiqi Cheng; Li Yang 015; Fengjun Zhang; Chenjie Shen; Jiajia Ma; Jingyuan Zhang; Junyi Lu; Chun Zuo (Proc. ACM Softw. Eng., 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, 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, 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 015; Fengjun Zhang; Jiajia Ma (CoRR, 2025)