Yanzhou Mu

21 papers A* 2B 1C 1Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Empirical Study of Bugs in Modern LLM Agent Frameworks.
CoRR
Xinxue Zhu, Jiacong Wu, Xiaoyu Zhang, Tianlin Li, Yanzhou Mu, Juan Zhai, Chao Shen, Chunrong Fang, Yang Liu
2026 J jnl
Deep Learning Framework Testing via Model Mutation: How Far Are We?
IEEE Trans. Software Eng.
Yanzhou Mu, Rong Wang, Juan Zhai, Chunrong Fang, Xiang Chen, Peiran Yang, Zhixiang Cao, Ruixiang Qian, Shaoyu Yang, Zhenyu Chen
2025 J jnl
Deep Learning Framework Testing via Heuristic Guidance Based on Multiple Model Measurements.
CoRR
Yinglong Zou, Juan Zhai, Chunrong Fang, Yanzhou Mu, Jiawei Liu, Zhenyu Chen
2025 J jnl
Deep Learning Framework Testing via Model Mutation: How Far Are We?
CoRR
Yanzhou Mu, Rong Wang, Juan Zhai, Chunrong Fang, Xiang Chen, Zhiyuan Peng, Peiran Yang, Ruixiang Qian, Shaoyu Yang, Zhenyu Chen
2025 J jnl
Designing Deep Learning Frameworks for LLMs:Challenges, Expectations, and Opportunities.
CoRR
Yanzhou Mu, Rong Wang, Juan Zhai, Chunrong Fang, Xiang Chen, Jiacong Wu, An Guo, Jiawei Shen, Bingzhuo Li, Zhenyu Chen
2025 J jnl
DevMuT: Testing Deep Learning Framework via Developer Expertise-Based Mutation.
CoRR
Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Yinglong Zou, Tao Zheng, Zhenyu Chen
2025 J jnl
Generate Realistic Test Scenes for V2X Communication Systems.
CoRR
An Guo, Xinyu Gao, Chunrong Fang, Haoxiang Tian, Weisong Sun, Yanzhou Mu, Shuncheng Tang, Lei Ma, Zhenyu Chen
2025 J jnl
Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing.
CoRR
Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Kexin Zhao, An Guo, Zhenyu Chen
2025 J jnl
Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing.
Proc. ACM Softw. Eng.
Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Kexin Zhao, An Guo, Zhenyu Chen
2025 A* conf
When Autonomous Vehicle Meets V2X Cooperative Perception: How Far Are We?
ASE
An Guo, Shuoxiao Zhang, Enyi Tang, Xinyu Gao, Haomin Pang, Haoxiang Tian, Yanzhou Mu, Wu Wen, Chunrong Fang, Zhenyu Chen
2025 J jnl
When Autonomous Vehicle Meets V2X Cooperative Perception: How Far Are We?
CoRR
An Guo, Shuoxiao Zhang, Enyi Tang, Xinyu Gao, Haomin Pang, Haoxiang Tian, Yanzhou Mu, Wu Wen, Chunrong Fang, Zhenyu Chen
2024 A* conf
DevMuT: Testing Deep Learning Framework via Developer Expertise-Based Mutation.
ASE
Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Yinglong Zou, Tao Zheng, Zhenyu Chen
2022 J jnl
Can test input selection methods for deep neural network guarantee test diversity? A large-scale empirical study.
Inf. Softw. Technol.
Chunyu Zhao, Yanzhou Mu, Xiang Chen, Jingke Zhao, Xiaolin Ju, Gan Wang
2022 J jnl
Deep Learning Test Optimization Method Using Multi-objective Optimization.
Int. J. Softw. Informatics
Yanzhou Mu, Zan Wang, Xiang Chen, Junjie Chen, Jingke Zhao, Jianmin Wang
2021 C conf
HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency Testing.
QRS
Yanzhou Mu, Zan Wang, Shuang Liu, Jun Sun, Junjie Chen, Xiang Chen
2021 J jnl
Revisiting heterogeneous defect prediction methods: How far are we?
Inf. Softw. Technol.
Xiang Chen, Yanzhou Mu, Ke Liu, Zhanqi Cui, Chao Ni
2020 J jnl
ALTRA: Cross-Project Software Defect Prediction via Active Learning and Tradaboost.
IEEE Access
Zhidan Yuan, Xiang Chen, Zhanqi Cui, Yanzhou Mu
2020 J jnl
Do different cross-project defect prediction methods identify the same defective modules?
J. Softw. Evol. Process.
Xiang Chen, Yanzhou Mu, Yubin Qu, Chao Ni, Meng Liu, Tong He, Shangqing Liu
2019 B conf
Cross-project Defect Prediction via ASTToken2Vec and BLSTM-based Neural Network.
IJCNN
Hao Li, Xiaohong Li, Xiang Chen, Xiaofei Xie, Yanzhou Mu, Zhiyong Feng
2019 J jnl
DeepCPDP: Deep Learning Based Cross-Project Defect Prediction.
IEEE Access
Deyu Chen, Xiang Chen, Hao Li, Junfeng Xie, Yanzhou Mu
2019 J jnl
Revisiting Heterogeneous Defect Prediction: How Far Are We?
CoRR
Xiang Chen, Yanzhou Mu, Chao Ni, Zhanqi Cui