Mengfan Liu

Computer Science · Physical Sciences

7h-index143citations34works4.92yr avg
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Research Topics

Online Learning and Analytics(6), Advanced Graph Neural Networks(5), IPv6, Mobility, Handover, Networks, Security(3), Intelligent Tutoring Systems and Adaptive Learning(3), Network Packet Processing and Optimization(3)

Publications34 total

Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
arXiv (Cornell University)·2026Open Access
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
ArXiv.org·2026Open Access
Collaborative Optimization Method for Multi-Automated Guided Vehicles Task Scheduling and Path Planning
2025
The impact of physical exercise on mobile phone addiction among college students: a study based on Chinese universities
Frontiers in Psychology·2025· 2 citedOpen Access
Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing
arXiv (Cornell University)·2025· 1 citedOpen Access
Research on Key and Path of Cold Chain Agricultural Products Supply Chain Transformation Under Double Carbon Target
Atlantis highlights in economics, business and management/Atlantis Highlights in Economics, Business and Management·2025Open Access
Impact of Professional Competency on Occupational Identity of Preschool Education Publicly Funded Teacher Trainees: The Moderating Role of Support from Significant Others
Sustainability·2024· 2 citedOpen Access
An optimal calibration method for MODIS precipitable water vapor using GNSS observations
Atmospheric Research·2024· 12 cited
The way to relieve college students’ academic stress: the influence mechanism of sports interest and sports atmosphere
BMC Psychology·2024· 27 citedOpen Access
Multiscale Spatiotemporal Dynamics of Drought within the Yellow River Basin (YRB): An Examination of Regional Variability and Trends
Water·2024· 10 citedOpen Access
Graph-based Exercise- and Knowledge-Aware Learning Network for Student Performance Prediction
TIB Data Manager·2024Open Access
How do autonomy and learner characteristics combine to influence learners’ learning outcomes and cognitive load in virtual reality learning environments? A fuzzy-set qualitative comparative analysis approach
Education and Information Technologies·2023· 7 cited
FBAR: An effective method for resolving large‐scale IPv6 aliases
International Journal of Communication Systems·2023· 3 cited
Navigation-Oriented Topological Model Construction Algorithm for Complex Indoor Space
ISPRS International Journal of Geo-Information·2023· 3 citedOpen Access
Multitask floor plan analysis based on multi-scale and self-attention
2023
The effect of physical exercise on the anxiety of college students in the post-pandemic era: The mediating role of social support and proactive personality
Frontiers in Psychology·2023· 22 citedOpen Access
FACA: An effective method for detecting the survivability of large-scale IPv6 addresses
2022· 1 cited
Bisers: An Efficient DHCPv6 Bounding Solution
2022
A Temperature Refinement Method Using the ERA5 Reanalysis Data
Atmosphere·2022· 1 citedOpen Access
A phased vehicles evacuation planning method for disasters with time-dependent traffic demand
2022
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Frequent Co-authors

Qingtang Liu(5), Shufan Yu(4), Liancheng Zhang(4), Rui Wang(3), Linjing Wu(3), Jingjing Ma(3), Litao Han(3), Yi Guo(3), Bo Shi(2), Fei Yang(2), Gong Xu(2), Zhe Xing(2), Pengyang Shao(2), Kun Zhang(2), Jindian Liu(2), Cheng Gong(2), Qiao Hu(2), Baolei Mao(2), Quan Zhang(2), Da Zheng(2)