Mengwei Xu

Beijing University of Posts and Telecommunications — China

Computer Science · Physical Sciences

21h-index1.8kcitations162works3.42yr avg
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Research Topics

IoT and Edge/Fog Computing(42), Privacy-Preserving Technologies in Data(28), Advanced Neural Network Applications(17), Cloud Computing and Resource Management(17), Green IT and Sustainability(15)

Publications162 total

Proceedings Seventh International Workshop on Formal Methods for Autonomous Systems
Electronic Proceedings in Theoretical Computer Science·2025Open Access
Niagara+: Scheduling Live ML Analytics Across Heterogeneous Device Processors and Edge Servers
IEEE Transactions on Services Computing·2025
Scaling Test-time Compute in Mobile GUI Agents with Parallel Speculative Execution
2025
Development of a novel-ionizable-lipid-based mRNA vaccine for broad protection against Streptococcus pneumoniae
Molecular Therapy — Nucleic Acids·2025· 2 citedOpen Access
FedCLR+: Tackling Onboard Label Constraints for Accurate Federated Satellite Computing
IEEE Transactions on Services Computing·2025· 1 cited
Preparation of Monoclonal Antibodies Against the gD Protein of Feline Herpesvirus Type-1 by mRNA Immunization
Veterinary Sciences·2025Open Access
Ubiquitous memory augmentation via mobile multimodal embedding system
Nature Communications·2025· 2 citedOpen Access
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration
2025
MCPWorld: A Unified Benchmarking Testbed for API, GUI, and Hybrid Computer Use Agents
arXiv (Cornell University)·2025Open Access
Scout: Tailored Collaborative Workload Forecasting for Multi-Tenant Edge Cloud Platforms
2025
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
arXiv (Cornell University)·2025Open Access
GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
ArXiv.org·2025Open Access
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
arXiv (Cornell University)·2025Open Access
Uncertain Machine Ethics Planning
arXiv (Cornell University)·2025Open Access
From Earth to Orbit: Launch Sequence Optimization for LEO Mega-Constellations
IEEE Transactions on Mobile Computing·2025· 3 cited
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study
arXiv (Cornell University)·2025Open Access
EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices
IEEE Transactions on Mobile Computing·2025· 10 cited
Fast On-device LLM Inference with NPUs
2025· 13 cited
Ubiquitous Memory Augmentation via Mobile Multimodal Embedding System
2025Open Access
Training with Integer-only Arithmetic: Energy-efficient Federated Learning with Mobile DSP Offloading
IEEE Transactions on Mobile Computing·2025
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Frequent Co-authors

Shangguang Wang(24), Xuanzhe Liu(22), Ao Zhou(11), Yunxin Liu(8), Xiao Ma(8), Dongqi Cai(8), Felix Xiaozhu Lin(6), Gang Huang(6), Feng Qian(5), Qipeng Wang(5), Kaigui Bian(5), Yun Ma(5), Xin Jin(5), Chengxu Yang(4), Zhenpeng Chen(4), Yaozong Wu(4), Daliang Xu(4), Saumay Pushp(3), Qibo Sun(3), Qiyang Zhang(3)