Scholar
Jianxiong Guo
Google Scholar ID: lljLdDcAAAAJ
Associate Professor of Computer Science, Beijing Normal University
Citations & Impact
Citations
1,465
H-index
20
i10-index
39
Publications
20
Co-authors
20
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- [{'Paper': 'MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting', 'Journal': 'IEEE Transactions on Emerging Topics in Computational Intelligence', 'Year': '2025', 'Authors': 'Mingjie Wang, Juanxi Tian, Mingze Zhang, Jianxiong Guo*, Weijia Jia*', 'Note': 'Chinese Academy of Sciences Tier 3'}, {'Paper': 'DRMQ: Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments', 'Journal': 'IEEE Transactions on Services Computing', 'Year': '2025', 'Authors': 'Fengyi Huang, Wenhua Wang, Qin Liu, Wentao Fan, Jianxiong Guo, Weijia Jia, Jiannong Cao, Tian Wang*', 'Note': 'Chinese Academy of Sciences Tier 2, CCF A'}, {'Paper': 'Online Worker Scheduling for Maximizing Long-Term Utility in Crowdsourcing with Unknown Quality', 'Journal': 'ACM Transactions on Internet Technology', 'Year': '2024', 'Authors': 'Jiajun Wang, Pengfei Lin, Xingjian Ding, Jianxiong Guo*, Zhiqing Tang, Deying Li, Weili Wu', 'Note': 'Chinese Academy of Sciences Tier 3, CCF B'}, {'Paper': 'Online Layer-Aware Joint Request Scheduling, Container Placement, and Resource Provision in Edge Computing', 'Journal': 'IEEE Transactions on Services Computing', 'Year': '2024', 'Authors': 'Zhenzheng Li, Zhiqing Tang*, Jianxiong Guo, Tian Wang, Weijia Jia*, Wei Zhao', 'Note': 'Chinese Academy of Sciences Tier 2, CCF A'}, {'Paper': 'Latency Reduction in Immersive Systems through Request Scheduling with Digital Twin Networks in Collaborative Edge Computing', 'Journal': 'ACM Transactions on Sensor Networks', 'Year': '2024', 'Authors': 'Yuzhu Liang, Guo Li, Guangxue Zhang*, Jianxiong Guo, Qin Liu, Xi Zheng, Tian Wang', 'Note': 'Chinese Academy of Sciences Tier 4, CCF B'}, {'Paper': 'Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems', 'Journal': 'IEEE Transactions on Mobile Computing', 'Year': '2024', 'Authors': 'Jianqiu Wu, Zhongyi Yu, Jianxiong Guo*, Zhiqing Tang, Tian Wang, Weijia Jia', 'Note': 'Chinese Academy of Sciences Tier 2, CCF A'}, {'Paper': 'Online Container Scheduling with Fast Function Startup and Low Memory Cost in Edge Computing', 'Journal': 'IEEE Transactions on Computers', 'Year': '2024', 'Authors': 'Zhenzheng Li, Jiong Lou, Jianfei Wu, Jianxiong Guo, Zhiqing Tang*, Ping Shen, Weijia Jia, Wei Zhao', 'Note': 'Chinese Academy of Sciences Tier 1, CCF A'}]
Research Experience
- [{'Position': 'Associate Professor', 'Institution': 'Institute of Artificial Intelligence and Future Networks, Beijing Normal University', 'Period': 'July 2021 - Present'}, {'Project': 'Research on Safety Hazard Identification Technology for Gas Usage Based on Visual Neural Networks', 'Funding': '200,000 RMB', 'Period': 'January 1, 2025 - December 30, 2027', 'Status': 'Ongoing', 'Role': 'Principal Investigator'}, {'Project': 'Research on Generalizable Influence Maximization Problem Based on Deep Learning and Data-Driven Methods', 'Funding': '100,000 RMB', 'Period': 'January 1, 2025 - December 30, 2027', 'Status': 'Ongoing', 'Role': 'Principal Investigator'}, {'Project': 'Research on Efficient Non-Submodular Influence Optimization Algorithms Driven by Large-Scale Social Networks', 'Funding': '300,000 RMB', 'Period': 'January 1, 2023 - December 30, 2025', 'Status': 'Ongoing', 'Role': 'Principal Investigator'}, {'Project': 'Solving Combinatorial Optimization Problems in Social Networks Using Deep Reinforcement Learning', 'Funding': '30,000 RMB', 'Period': 'January 1, 2023 - December 30, 2025', 'Status': 'Ongoing', 'Role': 'Principal Investigator'}, {'Project': 'Construction of a Computer Research and Teaching Platform - Subproject 2', 'Funding': '200,000 RMB', 'Period': 'June 1, 2024 - December 30, 2025', 'Status': 'Ongoing', 'Role': 'Principal Investigator'}, {'Project': 'Inspiration of Forgetting Mechanisms in Animal Brains for AI Algorithm Design', 'Funding': '30,000 RMB', 'Period': 'January 1, 2022 - December 30, 2024', 'Status': 'Completed', 'Role': 'Principal Investigator'}, {'Project': 'Key Issues in Smart IoT under 5G Environment', 'Funding': '500,000 RMB', 'Period': 'January 1, 2022 - December 30, 2024', 'Status': 'Completed', 'Role': 'Principal Investigator'}, {'Project': 'Resource Allocation in Internet of Things', 'Funding': '60,000 RMB', 'Period': 'September 1, 2021 - August 31, 2024', 'Status': 'Completed', 'Role': 'PI'}]
Background
- Associate Professor (Young Talent) at the Institute of Artificial Intelligence and Future Networks, Beijing Normal University, doctoral supervisor, deputy director of the Engineering Research Center for Big Data Cloud-Edge Intelligent Collaboration, Ministry of Education, and Assistant Professor in the Department of Computer Science at Beijing Normal-Hong Kong Baptist University. Main research interests include IoT/edge intelligence, online optimization/reinforcement learning, social networks, and combinatorial optimization.
Miscellany
- Dedicated to building effective cloud-edge collaborative computing infrastructure through online optimization, reinforcement learning, and mechanism design, addressing the demands of new AI applications for computing resources and service quality.
