π» Machine Learning Algorithm Engineer at OPPO Research Institute, Shenzhen.
π± Master's Degree from College of Big Data and Software Engineering, Chongqing University.
π€ Research Interests:
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GUI Agents: Post-training for agentic model, multi-agent collaboration, and proactive & personalized agent.
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Distributed Systems: Federated learning, Edge-Cloud collaboration recommendation, mobile computing.
π¬ MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
Neural Information Processing Systems (NeurIPS'25) | π September 18, 2025
π€ Authors: Ning Li, Xiangmou Qu, Jiamu Zhou, Jun Wang, Muning Wen, Kounianhua Du, Xingyu Lou, Qiuying Peng, Jun Wang, Weinan Zhang
π¬ JCSRC: Joint Client Selection and Resource Configuration for Energy-Efficient Multi-Task Federated Learning
IEEE Transactions on Computers (TC'25) | π August 24, 2025
π€ Authors: Junpeng Ke, Junlong Zhou, Dan Meng, Yue Zeng, Yizhou Shi, Xiangmou Qu, Song Guo
π¬ Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype
ACM International Conference on Information and Knowledge Management (CIKM'25) | π August 5, 2025
π€ Authors: Jiaming Qian, Xinting Liao, Xiangmou Qu, Zhihui Fu, Xingyu Lou, Changwang Zhang, Pengyang Zhou, Zijun Zhou, Jun Wang and Chaochao Chen
π¬ FedEcover: Fast and Stable Converging Model-Heterogeneous Federated Learning with Efficient-Coverage Submodel Extraction
IEEE International Conference on Data Engineering (ICDE'25) | π March 26, 2025
π€ Authors: Juntao Liang, Lan Zhang, Xiangmou Qu, Jun Wang
π¬ OLearning: A Geo-Distributed System for Device-Cloud Collaborative Computing
Database Systems for Advanced Applications (DASFAA'25, Oral, Industry track) | π January 25, 2025
π€ Authors: Min Fang, Zhihui Fu, Xiangmou Qu, Ruiguang Pei, Jun Wang, Lan Zhang.
π¬ FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning
AAAI Conference on Artificial Intelligence (AAAI'25, Oral) | π December 10, 2024
π€ Authors: Yanbing Zhou, Xiangmou Qu, Chenlong You, Jiyang Zhou, Jingyue Tang, Xin Zheng, Chunmao Cai, Yingbo Wu
π¬ Voltran: Unlocking Trust and Confidentiality in Decentralized Federated Learning Aggregation
IEEE Transactions on Information Forensics and Security (TIFS'24) | π September 24, 2024
π€ Authors: Hao Wang, Yichen Cai, Jun Wang, Chuan Ma, Chunpeng Ge, Xiangmou Qu, Lu Zhou
Last updated: September 18, 2025
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π MobileUse Paper Accepted at NeurIPS'25 (September 18, 2025): Our work "MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation" has been accepted at NeurIPS 2025!
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π οΈ MobileUse Framework Development (April 1, 2025): Participated in the design and development of the mobile-use GUI Multi-Agent Framework, enabling autonomous mobile app operation through advanced agent collaboration.