Mengwei Xu
Associate Professor, Doctoral Advisor
State Key Laboratory of Networking and Switching Technology Computer Science Department
Beijing University of Posts and Telecommunications (BUPT)
Email: mwx AT bupt DOT edu DOT cn
Office: 1107, Research Building (科研楼), BUPT (Xituchen campus), Haidian District, Beijing, P.R.China, 100876
Here is my Curriculum Vitae.
I'm an associate professor in Beijing University of Posts and Telecommunications (BUPT). I received my doctoral and bachelor degrees from Peking University in 2020 and 2015, co-advised by Prof. Gang Huang and Prof. Xuanzhe Liu.
I always look for highly self-motivated undergraduates and graduates. Please directly send your CV to me if you find my research interesting.Research
I work on the intersection of AI and systems software, with a focus on resource-constrained platforms like robotics, mobile devices, satellites, etc.
For now, the long-term, central question that I seek to answer through my research is: "when AGI comes, what kind of system software will be needed".
(✓) I'm now working on following directions.
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Efficient on-device (multimodal) LLM - Human brains also function without clouds, right?
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Physical Intelligence - The recent focus is embodied navigation, envisioning that robots shall move like humans in human space.
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Satellite Computing - Satellites, as the next-generation platform, will carry exciting applications that are unaffordable on the ground.
(✘) I used to working on following topics but not anymore!
- GUI and Computer Use Agents
- Efficient on-device AI in pre-LLM era.
- Federated learning.
- Computing at edge clouds.
Open-sourced Projects
Our team is passionate about building open-sourced systems that can benefit others.
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mllm - a fast and lightweight multimodal LLM inference engine for mobile devices.
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RROS - a dual-kernel, Rust-based OS for satellites or other scenarios that need both real-time and general-purpose abilities. RROS = RTOS (Rust) + Linux (C). RROS has been sent into space already!