Mingzhe Xing

According to our database, Mingzhe Xing authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

SPRING: Improving the Throughput of Sharding Blockchain via Deep Reinforcement Learning Based State Placement.

Pengze Li, Mingxuan Song, Mingzhe Xing, Zhen Xiao, Qiuyu Ding, Shengjie Guan, Jieyi Long

Proceedings of the ACM on Web Conference 2024, 2024

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment.

Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Generic Method for Fine-grained Category Discovery in Natural Language Texts.

Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens

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

2023

A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning.

Mingzhe Xing, Hangyu Mao, Shenglin Yin, Lichen Pan, Zhengchao Zhang, Zhen Xiao, Jieyi Long

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning.

Mingzhe Xing, Hangyu Mao, Zhen Xiao

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value.

Mingzhe Xing, Shuqing Bian, Wayne Xin Zhao, Zhen Xiao, Xingji Luo, Cunxiang Yin, Jing Cai, Yancheng He

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Learning to extract transaction function from requirements: an industrial case on financial software.

Lin Shi, Mingyang Li, Mingzhe Xing, Yawen Wang, Qing Wang, Xinhua Peng, Weimin Liao, Guizhen Pi, Haiqing Wang

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Detection of hidden feature requests from massive chat messages via deep siamese network.

Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020