Yanzhou Mu - RankMe

21 papers A* 2B 1C 1Journal 17

Year	Rank	Type	Title / 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