Siyu Yu

According to our database, Siyu Yu authored at least 28 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning.

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Siyu Yu, Jinyang Gao, Bolin Ding, Zhonghai Wu, Ying Li

CoRR, April, 2025

An Empirical Study on Commit Message Generation using LLMs via In-Context Learning.

Yifan Wu, Yunpeng Wang, Ying Li, Wei Tao, Siyu Yu, Haowen Yang, Wei Jiang, Jianguo Li

CoRR, February, 2025

Log Parsing Using LLMs with Self-Generated In-Context Learning and Self-Correction.

Yifan Wu, Siyu Yu, Ying Li

Proceedings of the 33rd IEEE/ACM International Conference on Program Comprehension, 2025

An Empirical Study on Commit Message Generation Using LLMs via In-Context Learning.

Yifan Wu, Yunpeng Wang, Ying Li, Wei Tao, Siyu Yu, Haowen Yang, Wei Jiang, Jianguo Li

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

Biological Processing Units: Leveraging an Insect Connectome to Pioneer Biofidelic Neural Architectures.

Siyu Yu, Zihan Qin, Tingshan Liu, Beiya Xu, R. Jacob Vogelstein, Jason Brown, Joshua T. Vogelstein

Proceedings of the Artificial General Intelligence - 18th International Conference, 2025

Prospective Learning in Retrospect.

Yuxin Bai, Cecelia Shuai, Ashwin De Silva, Siyu Yu, Pratik Chaudhari, Joshua T. Vogelstein

Proceedings of the Artificial General Intelligence - 18th International Conference, 2025

2024

Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks.

Yu Zhang, Ningjiang Chen, Siyu Yu, Liangqing Hu

Int. J. Comput. Intell. Syst., December, 2024

Reliable and adaptive computation offload strategy with load and cost coordination for edge computing.

Weicheng Tang, Donghui Gao, Siyu Yu, Jianbo Lu, Zhiyong Wei, Zhanrong Li, Ningjiang Chen

Pervasive Mob. Comput., 2024

Combining Image Editing and SinGAN for Conditional Sedimentary Facies Modeling.

Changsheng Lu, Shaohua Li, Xixin Wang, Siyu Yu

IEEE Geosci. Remote. Sens. Lett., 2024

XDrain: Effective log parsing in log streams using fixed-depth forest.

Changjian Liu, Yang Tian, Siyu Yu, Donghui Gao, Yifan Wu, Suqun Huang, Xiaochun Hu, Ningjiang Chen

Inf. Softw. Technol., 2024

Log Parsing with Self-Generated In-Context Learning and Self-Correction.

Yifan Wu, Siyu Yu, Ying Li

CoRR, 2024

LogPTR: Variable-Aware Log Parsing with Pointer Network.

Yifan Wu, Bingxu Chai, Siyu Yu, Ying Li, Pinjia He, Wei Jiang, Jianguo Li

CoRR, 2024

Prospective Learning: Learning for a Dynamic Future.

Ashwin De Silva, Rahul Ramesh, Rubing Yang, Siyu Yu, Joshua T. Vogelstein, Pratik Chaudhari

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unlocking the Power of Numbers: Log Compression via Numeric Token Parsing.

Siyu Yu, Yifan Wu, Ying Li, Pinjia He

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Commit Message Generation via ChatGPT: How Far Are We?

Yifan Wu, Ying Li, Siyu Yu

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

2023

Self-supervised log parsing using semantic contribution difference.

Siyu Yu, Ningjiang Chen, Yifan Wu, Wensheng Dou

J. Syst. Softw., June, 2023

Brain: Log Parsing With Bidirectional Parallel Tree.

Siyu Yu, Pinjia He, Ningjiang Chen, Yifan Wu

IEEE Trans. Serv. Comput., 2023

Siamese Network Tracking Based on Feature Enhancement.

Dandan Huang, Mingting Yang, Jin Duan, Siyu Yu, Zhi Liu

IEEE Access, 2023

Log Parsing with Generalization Ability under New Log Types.

Siyu Yu, Yifan Wu, Zhijing Li, Pinjia He, Ningjiang Chen, Changjian Liu

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks.

Yu Zhang, Ningjiang Chen, Siyu Yu

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

A Monolithic GaN Power Stage with Low Propagation Delay and High Reliability Level Shifting for High Frequency Power Converter.

Rongxing Lai, Zekun Zhou, Jinyang He, Siyu Yu, William Li, Bo Zhang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Label Propagation Algorithm Joint Multilayer Neighborhood Overlap and Historic Label Similarity for Community Detection.

Siyang Zhang, Siyu Yu, Xinhua E, Ru Huo, Ziheng Sui

IEEE Syst. J., 2022

Cloud-Edge Collaborative Task Scheduling Mechanism Based on Improved Parameter Adaptation Particle Swarm Optimization Algorithm.

Haoyang Zeng, Ningjiang Chen, Wanting Li, Siyu Yu

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

TCN-based Lightweight Log Anomaly Detection in Cloud-edge Collaborative Environment.

Jining Chen, Weitu Chong, Siyu Yu, Zhun Xu, Chaohong Tan, Ningjiang Chen

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

2021

Crowdsourcing the perceived urban built environment via social media: The case of underutilized land.

Yan Wang, Shangde Gao, Nan Li, Siyu Yu

Adv. Eng. Informatics, 2021

Predicting gray fault based on context graph in container-based cloud.

Siyu Yu, Ningjiang Chen, Birui Liang

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

Fine-Grained Diagnosis Method for Microservice Faults Based on Hierarchical Correlation Analysis.

Yusi Tang, Ningjiang Chen, Yu Zhang, Xuyi Yao, Siyu Yu

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

2013

We know how you live: exploring the spectrum of urban lifestyles.

Nicholas Jing Yuan, Fuzheng Zhang, Defu Lian, Kai Zheng, Siyu Yu, Xing Xie

Proceedings of the Conference on Online Social Networks, 2013