Weibin Meng

According to our database, Weibin Meng authored at least 32 papers between 2015 and 2024.

Collaborative distances:

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

2024

Multi-Source Log Parsing With Pre-Trained Domain Classifier.

Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Hao Yang, Yanfei Jiang

IEEE Trans. Netw. Serv. Manag., June, 2024

LogLM: From Task-based to Instruction-based Automated Log Analysis.

Yilun Liu, Yuhe Ji, Shimin Tao, Minggui He, Weibin Meng, Shenglin Zhang, Yongqian Sun, Yuming Xie, Boxing Chen, Hao Yang

CoRR, 2024

LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis.

Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei

CoRR, 2024

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation.

Haofei Zhao, Yilun Liu, Shimin Tao, Weibin Meng, Yimeng Chen, Xiang Geng, Chang Su, Min Zhang, Hao Yang

CoRR, 2024

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation.

Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Hongxia Ma, Li Zhang, Hao Yang, Tong Xiao

CoRR, 2024

Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies.

Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Wenbing Ma, Yuhang Chen, Yanqing Zhao, Hao Yang, Yanfei Jiang

Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension, 2024

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation.

Haofei Zhao, Yilun Liu, Shimin Tao, Weibin Meng, Yimeng Chen, Xiang Geng, Chang Su, Min Zhang, Hao Yang

Proceedings of the International Joint Conference on Neural Networks, 2024

LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis.

Yilun Liu, Shimin Tao, Weibin Meng, Feiyu Yao, Xiaofeng Zhao, Hao Yang

Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation.

Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Mahong Xia, Zhang Li, Boxing Chen, Hao Yang, Bei Li, Tong Xiao, JingBo Zhu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

LogSummary: Unstructured Log Summarization for Software Systems.

Weibin Meng, Federico Zaiter, Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, Yichen Zhu, Tao Han, Yongpeng Zhao, En Wang, Yuzhi Zhang, Dan Pei

IEEE Trans. Netw. Serv. Manag., September, 2023

LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis.

Yilun Liu, Shimin Tao, Weibin Meng, Jingyu Wang, Wenbing Ma, Yanqing Zhao, Yuhang Chen, Hao Yang, Yanfei Jiang, Xun Chen

CoRR, 2023

Biglog: Unsupervised Large-scale Pre-training for a Unified Log Representation.

Shimin Tao, Yilun Liu, Weibin Meng, Zuomin Ren, Hao Yang, Xun Chen, Liang Zhang, Yuming Xie, Chang Su, Xiaosong Oiao, Weinan Tian, Yichen Zhu, Tao Han, Ying Qin, Yun Li

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

DA-Parser: A Pre-trained Domain-aware Parsing Framework for Heterogeneous Log Analysis.

Shimin Tao, Yilun Liu, Weibin Meng, Jingyu Wang, Yanqing Zhao, Chang Su, Weinan Tian, Min Zhang, Hao Yang, Xun Chen

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Log summary dataset.

Weibin Meng

Dataset, July, 2022

LogStamp: Automatic Online Log Parsing Based on Sequence Labelling.

Shimin Tao, Weibin Meng, Yimeng Chen, Yichen Zhu, Ying Liu, Chunning Du, Tao Han, Yongpeng Zhao, Xiangguang Wang, Hao Yang

SIGMETRICS Perform. Evaluation Rev., 2022

Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation.

Yichen Zhu, Ning Liu, Zhiyuan Xu, Xin Liu, Weibin Meng, Louis Wang, Zhicai Ou, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

LogClass: Anomalous Log Identification and Classification With Partial Labels.

Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei

IEEE Trans. Netw. Serv. Manag., 2021

UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks.

Yichen Zhu, Weibin Meng, Ying Liu, Shenglin Zhang, Tao Han, Shimin Tao, Dan Pei

CoRR, 2021

Incorporating Complete Syntactical Knowledge for Spoken Language Understanding.

Shimin Tao, Ying Qin, Yimeng Chen, Chunning Du, Haifeng Sun, Weibin Meng, Yanghua Xiao, Jiaxin Guo, Chang Su, Minghan Wang, Min Zhang, Yuxia Wang, Hao Yang

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

2020

Storage Management Strategy in Mobile Phones for Photo Crowdsensing.

En Wang, Zhengdao Qu, Xinyao Liang, Xiangyu Meng, Yongjian Yang, Dawei Li, Weibin Meng

Sensors, 2020

Summarizing Unstructured Logs in Online Services.

Weibin Meng, Federico Zaiter, Yuheng Huang, Ying Liu, Shenglin Zhang, Yuzhe Zhang, Yichen Zhu, Tianke Zhang, En Wang, Zuomin Ren, Feng Wang, Shimin Tao, Dan Pei

CoRR, 2020

Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks.

Shenglin Zhang, Lei Song, Ming Zhang, Ying Liu, Weibin Meng, Jiahao Bu, Sen Yang, Yongqian Sun, Dan Pei, Jun Xu, Yuzhi Zhang

IEEE Access, 2020

LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning.

Rui Chen, Shenglin Zhang, Dongwen Li, Yuzhe Zhang, Fangrui Guo, Weibin Meng, Dan Pei, Yuzhi Zhang, Xu Chen, Yuqing Liu

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks.

Ruming Tang, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Tao Wei, Yanfei Xu, Yan Liu

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

LogParse: Making Log Parsing Adaptive through Word Classification.

Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, Dian Yang, Rong Zhou, Dan Pei

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

A Semantic-aware Representation Framework for Online Log Analysis.

Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs.

Weibin Meng, Ying Liu, Yichen Zhu, Shenglin Zhang, Dan Pei, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Shimin Tao, Pei Sun, Rong Zhou

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

PreFix: Switch Failure Prediction in Datacenter Networks.

Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song

Proc. ACM Meas. Anal. Comput. Syst., 2018

Device-Agnostic Log Anomaly Classification with Partial Labels.

Weibin Meng, Ying Liu, Shenglin Zhang, Dan Pei, Hui Dong, Lei Song, Xulong Luo

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams.

Jiahao Bu, Ying Liu, Shenglin Zhang, Weibin Meng, Qitong Liu, Xiaotian Zhu, Dan Pei

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

2017

Syslog processing for switch failure diagnosis and prediction in datacenter networks.

Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun Xu, Yu Chen, Hui Dong, Xianping Qu, Lei Song

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

2015

Contact impact inhibition strategy for biped robot walking based on central pattern generator.

Zhipeng Wang, Bin He, Runjie Shen, Weibin Meng

Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015