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Xiaoman Liu

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      • MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction
      • Towards CPU Performance Prediction: New Challenge Benchmark Dataset and Novel Approach
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      • 2018 EV Energy Big Data Prediction· National Silver Award
      • Bosch IOT Hackathon in China and Germany
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MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction
Posted inResearch Paper

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

2024-09-01
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CPU performance prediction, which involves forecasting the performance scores of a CPU based on its hardware characteristics...
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Towards CPU Performance Prediction: New Challenge Benchmark Dataset and Novel Approach
Posted inResearch Paper

Towards CPU Performance Prediction: New Challenge Benchmark Dataset and Novel Approach

2024-02-24
No Comments
The NCPP network is designed based on group attention mechanism. It effectively quantifies the implicit relationships...
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Maneuver identification in urban scene using machine learning
Posted inProject Master Thesis

Maneuver identification in urban scene using machine learning

2020-08-30
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Maneuver identification in urban scene using machine learning Code Dataset…
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Bosch IOT Hackathon in China and Germany
Posted inResearch Competition Project

Bosch IOT Hackathon in China and Germany

2019-05-24
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Bosch IOT Hackathon: 1st in China Code Demo PDF This…
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2018 EV Energy Big Data Prediction· National Silver Award
Posted inResearch Competition Project

2018 EV Energy Big Data Prediction· National Silver Award

2018-11-15
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Second Place in EV battery charging energy prediction Code PDF…
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Xiaoman Liu
Founder & Researcher

Hi, I'm Xiaoman Liu, and I've been working at Intel since September 2022. I have a strong interest in machine learning and extensive experience in applying these methods in real-world scenarios. I am committed to furthering my expertise in this area and making a meaningful impact.

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Copyright 2025 — Xiaoman Liu. All rights reserved.
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