no code implementations • 13 Mar 2024 • Anik Mallik, Dawei Chen, Kyungtae Han, Jiang Xie, Zhu Han
With an increase in AoI, incremental service aggregation issues are observed with out-of-sequence information updates, which hampers the performance of low-latency applications in CAVs.
no code implementations • 19 Oct 2023 • Xiaolong Tu, Anik Mallik, Dawei Chen, Kyungtae Han, Onur Altintas, Haoxin Wang, Jiang Xie
In this paper, we conduct a threefold study, including energy measurement, prediction, and efficiency scoring, with an objective to foster transparency in power and energy consumption within deep learning across various edge devices.
no code implementations • 5 Jun 2023 • Yitao Chen, Dawei Chen, Haoxin Wang, Kyungtae Han, Ming Zhao
Machine learning-based steering angle prediction needs to consider the vehicle's limitation in uploading large amounts of potentially private data for model training.
no code implementations • 2 Mar 2023 • Anik Mallik, Haoxin Wang, Jiang Xie, Dawei Chen, Kyungtae Han
Predicting the energy consumption of these models, along with their different applications, such as vision and non-vision, requires a thorough investigation of their behavior using various processing sources.
no code implementations • 17 Jan 2023 • Haoxin Wang, Ziran Wang, Dawei Chen, Qiang Liu, Hongyu Ke, Kyungtae Han
A Metaverse is a perpetual, immersive, and shared digital universe that is linked to but beyond the physical reality, and this emerging technology is attracting enormous attention from different industries.
no code implementations • 5 Jun 2022 • Dawei Chen, Samuel Yang-Zhao, John Lloyd, Kee Siong Ng
This paper introduces the factored conditional filter, a new filtering algorithm for simultaneously tracking states and estimating parameters in high-dimensional state spaces.
no code implementations • 5 Jan 2021 • Dawei Chen, Quentin Gendron
A $k$-differential on a Riemann surface is a section of the $k$-th power of the canonical bundle.
Geometric Topology Algebraic Geometry Number Theory
no code implementations • 18 Jan 2019 • Dawei Chen, Cheng Soon Ong, Aditya Krishna Menon
Playlist recommendation involves producing a set of songs that a user might enjoy.
no code implementations • 17 Aug 2017 • Aditya Krishna Menon, Dawei Chen, Lexing Xie, Cheng Soon Ong
Trajectory recommendation is the problem of recommending a sequence of places in a city for a tourist to visit.
1 code implementation • 25 Aug 2016 • Dawei Chen, Cheng Soon Ong, Lexing Xie
Information about POIs are used to learn a POI ranking model that accounts for the start and end points of tours.