Li Yang

According to our database, Li Yang authored at least 30 papers between 2005 and 2026.

Collaborative distances:

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

2026

SQL-Commenter: Aligning Large Language Models for SQL Comment Generation with Direct Preference Optimization.

Lei Yu, Peng Wang, Jingyuan Zhang, Xin Wang, Jia Xu, Li Yang, Changzhi Deng, Jiajia Ma, Fengjun Zhang

CoRR, March, 2026

Binary Message Passing for Generalizable Semi-Supervised Graph Anomaly Detection.

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Topology Augmented Multi-Band and Multi-Scale Filtering for Graph Anomaly Detection.

Jingyuan Zhang, Lei Yu, Zhirong Huang, Li Yang, Fengjun Zhang

ACM Trans. Knowl. Discov. Data, September, 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

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

Leveraging Mixture-of-Experts Framework for Smart Contract Vulnerability Repair with Large Language Model.

Hang Yuan, Xizhi Hou, Lei Yu, Li Yang, Jiayue Tang, Jiadong Xu, Yifei Liu, Fengjun Zhang, Chun Zuo

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Breaking Task Isolation: Enhancing Code Review Automation with Mixture-of-Experts Large Language Models.

Jiayue Tang, Li Yang, Lei Yu, Junyi Lu, Zhirong Huang, Fengjun Zhang, Chun Zuo

Proceedings of the 36th IEEE International Symposium on Software Reliability Engineering, 2025

AUVANA: An Efficient and Automatic Approach to Variable Rename Refactoring via Large Pre-trained Language Model.

Shiqi Cheng, Chenjie Shen, Li Yang, Lei Yu, Fengjun Zhang, Chun Zuo

Proceedings of the 36th IEEE International Symposium on Software Reliability Engineering, 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

Towards Practical Defect-Focused Automated Code Review.

Junyi Lu, Lili Jiang, Xiaojia Li, Jianbing Fang, Fengjun Zhang, Li Yang, Chun Zuo

Proceedings of the Forty-second International Conference on Machine Learning, 2025

DeepCRCEval: Revisiting the Evaluation of Code Review Comment Generation.

Junyi Lu, Xiaojia Li, Zihan Hua, Lei Yu, Shiqi Cheng, Li Yang, Fengjun Zhang, Chun Zuo

Proceedings of the Fundamental Approaches to Software Engineering, 2025

2024

Exploring the impact of code review factors on the code review comment generation.

Junyi Lu, Zhangyi Li, Chenjie Shen, Li Yang, Chun Zuo

Autom. Softw. Eng., November, 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

Dependency-Aware Method Naming Framework with Generative Adversarial Sampling.

Chenjie Shen, Jie Zhu, Lei Yu, Li Yang, Chun Zuo

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning (Practical Experience Report).

Junyi Lu, Lei Yu, Xiaojia Li, Li Yang, Chun Zuo

CoRR, 2023

Mining the Relationship between Object-Relational Mapping Performance Anti-patterns and Code Clones.

Zeshan Xu, Jie Zhu, Li Yang, Chun Zuo

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Automating Method Naming with Context-Aware Prompt-Tuning.

Jie Zhu, Lingwei Li, Li Yang, Xiaoxiao Ma, Chun Zuo

Proceedings of the 31st IEEE/ACM International Conference on Program Comprehension, 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

LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning.

Junyi Lu, Lei Yu, Xiaojia Li, Li Yang, Chun Zuo

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

DccGraph: Detecting Criminal Communities with Augmented Criminal Network Construction and Graph Neural Network.

Yuanzhe Yang, Li Yang, Lingwei Li, Xiaoxiao Ma, Lei Yu, Chun Zuo

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

AUGER: automatically generating review comments with pre-training models.

Lingwei Li, Li Yang, Huaxi Jiang, Jun Yan, Tiejian Luo, Zihan Hua, Geng Liang, Chun Zuo

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

STPChain: a Crowdsourced Software Engineering Method for Software Traceability and Fine-grained Privacy Based on Blockchain.

Menghan Li, Li Yang, Qing Xia, Mingzhe Fang, Geng Liang, Chun Zuo

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

DeepRelease: Language-agnostic Release Notes Generation from Pull Requests of Open-source Software.

Huaxi Jiang, Jie Zhu, Li Yang, Geng Liang, Chun Zuo

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2019

Model-Driven Dynamic Visualization of Spatiotemporal Data in GIS.

Weiyi Kong, Li Yang, Jianlong Ren, Chun Zuo, Fengjun Zhang

Proceedings of the Image and Graphics Technologies and Applications, 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

Multi-attending Memory Network for Modeling Multi-turn Dialogue.

Jianlong Ren, Li Yang, Chun Zuo, Weiyi Kong, Xiaoxiao Ma

Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22, 2019

2005

An Effective Two-Stage Neural Network Model and Its Application on Flood Loss Prediction.

Li Yang, Chun Zuo, Yuguo Wang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005