Mingzhe Xing

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Language Models For Information Retrieval

Resource Manager

Reinforcement Learning

Top Venues

ESEC/SIGSOFT FSE

Publications

Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. CoRR (2024)
Pengze Li, Mingxuan Song, Mingzhe Xing, Zhen Xiao, Qiuyu Ding, Shengjie Guan, Jieyi Long
SPRING: Improving the Throughput of Sharding Blockchain via Deep Reinforcement Learning Based State Placement. WWW (2024)
Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens
A Generic Method for Fine-grained Category Discovery in Natural Language Texts. CoRR (2024)
Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao
Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. KDD (2024)
Mingzhe Xing, Hangyu Mao, Shenglin Yin, Lichen Pan, Zhengchao Zhang, Zhen Xiao, Jieyi Long
A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning. KDD (2023)
Mingzhe Xing, Hangyu Mao, Zhen Xiao
Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning. IJCAI (2022)
Mingzhe Xing, Shuqing Bian, Wayne Xin Zhao, Zhen Xiao, Xingji Luo, Cunxiang Yin, Jing Cai, Yancheng He
Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value. KDD (2021)
Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang
Detection of hidden feature requests from massive chat messages via deep siamese network. ICSE (2020)
Lin Shi, Mingyang Li, Mingzhe Xing, Yawen Wang, Qing Wang, Xinhua Peng, Weimin Liao, Guizhen Pi, Haiqing Wang
Learning to extract transaction function from requirements: an industrial case on financial software. ESEC/SIGSOFT FSE (2020)