Dawei Chen

Dawei Chen

University of Houston

H-index: 8

North America-United States

About Dawei Chen

Dawei Chen, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Houston, specializes in the field of connected vehicles, edge computing, federated learning/analytics, wireless networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

CrowdSourcing Live High Definition Map via Collaborative Computation in Automotive Edge Computing

Systems and methods for contribution-aware federated learning

Unleashing the True Power of Age-of-Information: Service Aggregation in Connected and Autonomous Vehicles

Methods and systems for distributing high definition map using edge device

Methods and systems for delivering edge-assisted attention-aware high definition map

Poster: Efficient Video Instance Segmentation with Early Exit at the Edge

Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices

AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge

Dawei Chen Information

University

Position

Department of Electrical and Computer Engineering

Citations(all)

296

Citations(since 2020)

296

Cited By

20

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Dawei Chen Skills & Research Interests

connected vehicles

edge computing

federated learning/analytics

wireless networks

Top articles of Dawei Chen

CrowdSourcing Live High Definition Map via Collaborative Computation in Automotive Edge Computing

IEEE Transactions on Vehicular Technology

2024/4/25

Systems and methods for contribution-aware federated learning

2024/4/18

Unleashing the True Power of Age-of-Information: Service Aggregation in Connected and Autonomous Vehicles

arXiv preprint arXiv:2403.08931

2024

Methods and systems for distributing high definition map using edge device

2024/2/29

Methods and systems for delivering edge-assisted attention-aware high definition map

2024/2/1

Poster: Efficient Video Instance Segmentation with Early Exit at the Edge

2023/12/6

Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices

2023/12/6

AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge

2023/12/6

Visualization of Mobility Digital Twin: Framework Design, Case Study, and Future Challenges

2023/9/25

Dawei Chen
Dawei Chen

H-Index: 3

Haoxin Wang
Haoxin Wang

H-Index: 5

Real-Time Search-Driven Content Delivery in Vehicular Networks for AR/VR-Enabled Autonomous Vehicles

2023/8/10

DSORL: Data Source Optimization With Reinforcement Learning Scheme for Vehicular Named Data Networks

IEEE Transactions on Intelligent Transportation Systems

2023/8/1

Confidence-based federated distillation for vision-based lane-centering

2023/6/4

High Definition Map Data Optimization for Autonomous Driving in Vehicular Named Data Networks

2023/5/28

CoMap: Proactive Provision for Crowdsourcing Map in Automotive Edge Computing

2023/5/28

EPAM: A predictive energy model for mobile AI

2023/5/28

Adaptive Delivery for High Definition Map Using A Multi-Arm Bandit Approach

2023/5/5

Dawei Chen
Dawei Chen

H-Index: 3

Haoxin Wang
Haoxin Wang

H-Index: 5

Metamobility: Connecting Future Mobility With the Metaverse

IEEE Vehicular Technology Magazine

2023/4/16

Incentive framework for cross-device federated learning and analytics with multiple tasks based on a multi-leader-follower game

IEEE Transactions on Network Science and Engineering

2022/7/14

Poster: Enabling high-fidelity and real-time mobility digital twin with edge computing

2022/12/5

Love of variety based latency analysis for high definition map updating: Age of information and distributional robust perspectives

IEEE Transactions on Intelligent Vehicles

2022/11/24

See List of Professors in Dawei Chen University(University of Houston)

Co-Authors

academic-engine