Sikai Chen

Orcid: 0009-0007-8808-3910

According to our database1, Sikai Chen authored at least 45 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Paddy field object detection for robotic combine based on real-time semantic segmentation algorithm.
J. Field Robotics, March, 2024

Dynamic urban traffic rerouting with fog-cloud reinforcement learning.
Comput. Aided Civ. Infrastructure Eng., March, 2024

State of health confidence estimation for lithium-ion battery based on probabilistic ensemble learning.
Trans. Inst. Meas. Control, 2024

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving.
CoRR, 2024

2023
A 50Gb/s CMOS Optical Receiver With Si-Photonics PD for High-Speed Low-Latency Chiplet I/O.
IEEE Trans. Circuits Syst. I Regul. Pap., November, 2023

Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles.
Knowl. Based Syst., 2023

A Physics Enhanced Residual Learning (PERL) Framework for Traffic State Prediction.
CoRR, 2023

PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information.
CoRR, 2023

Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles.
CoRR, 2023

Transfusor: Transformer Diffusor for Controllable Human-like Generation of Vehicle Lane Changing Trajectories.
CoRR, 2023

CV2X-LOCA: Roadside Unit-Enabled Cooperative Localization Framework for Autonomous Vehicles.
CoRR, 2023

EPG-MGCN: Ego-Planning Guided Multi-Graph Convolutional Network for Heterogeneous Agent Trajectory Prediction.
CoRR, 2023

Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

LiDAR-based Cooperative Relative Localization.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Broadband Voltage Controlled Oscillator with Multi-Band Output.
Proceedings of the 15th IEEE International Conference on ASIC, 2023

2022
Design of a PAM-4 VCSEL-Based Transceiver Front-End for Beyond-400G Short-Reach Optical Interconnects.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning.
Comput., 2022

A 224-Gb/s Inverter-Based TIA with Interleaved Active-Feedback and Distributed Peaking in 28-nm CMOS for Silicon Photonic Receivers.
Proceedings of the 2022 IEEE International Conference on Integrated Circuits, 2022

A 50-Gb/s NRZ Receiver Targeting Low-Latency Multi-Chip Module Optical I/O in 45-nm SOI CMOS.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2022

2021
A new branch-and-cut algorithm for non-convex quadratic programming via alternative direction method and semidefinite relaxation.
Numer. Algorithms, 2021

Reason induced visual attention for explainable autonomous driving.
CoRR, 2021

Towards Safer Transportation: a self-supervised learning approach for traffic video deraining.
CoRR, 2021

Using UAVs for vehicle tracking and collision risk assessment at intersections.
CoRR, 2021

Development and testing of an image transformer for explainable autonomous driving systems.
CoRR, 2021

Addressing crash-imminent situations caused by human driven vehicle errors in a mixed traffic stream: a model-based reinforcement learning approach for CAV.
CoRR, 2021

Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture.
CoRR, 2021

Graph neural network and reinforcement learning for multi-agent cooperative control of connected autonomous vehicles.
Comput. Aided Civ. Infrastructure Eng., 2021

A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Image transformer for explainable autonomous driving system.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture.
Proceedings of the IEEE International Smart Cities Conference, 2021

100Gb/s PAM-4 VCSEL Driver and TIA for Short-Reach 400G-1.6T Optical Interconnects.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2021

2020
Feature Point Registration Model of Farmland Surface and Its Application Based on a Monocular Camera.
Sensors, 2020

Optimizing the selection and scheduling of multi-class projects using a Stackelberg framework.
Eur. J. Oper. Res., 2020

Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization.
CoRR, 2020

A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment.
CoRR, 2020

A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network.
CoRR, 2020

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion.
CoRR, 2020

Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control.
CoRR, 2020

Leveraging Vehicle Connectivity and Autonomy to Stabilize Flow in Mixed Traffic Conditions: Accounting for Human-driven Vehicle Driver Behavioral Heterogeneity and Perception-reaction Time Delay.
CoRR, 2020

Network-level scheduling of road construction projects considering user and business impacts.
Comput. Aided Civ. Infrastructure Eng., 2020

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information.
Comput. Aided Civ. Infrastructure Eng., 2020

Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2018
A Methodology to Account for One-Way Infrastructure Interdependency in Preservation Activity Scheduling.
Comput. Aided Civ. Infrastructure Eng., 2018

2017
Predicting Cost Escalation Pathways and Deviation Severities of Infrastructure Projects Using Risk-Based Econometric Models and Monte Carlo Simulation.
Comput. Aided Civ. Infrastructure Eng., 2017


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