Sikai Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 49

Top Topics

Reinforcement Learning

Top Venues

Comput. Aided Civ. Infrastructure Eng.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Zhang Zhang, Zhihao Chen, Sikai Chen, Guangjun Xie, Jianmin Zeng, Gang Liu
A 10T SRAM with Two Read and Write Modes across Row and Column for CAM Operation and Computing In-Memory. ISCAS (2024)
Sikai Chen, Jintao Xue, Yihan Chen, Yuean Gu, Haoran Yin, Shenlei Bao, Guike Li, Binhao Wang, Nan Qi
A 2λ×100 Gb/s Optical Receiver with Si-Photonic Micro-Ring Resonator and Photo-Detector for DWDM Optical-IO. CICC (2024)
Zilin Huang, Zihao Sheng, Chengyuan Ma, Sikai Chen
Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving. CoRR (2024)
Jiajun Zhu, Michihisa Iida, Sikai Chen, Shijing Cheng, Masahiko Suguri, Ryohei Masuda
Paddy field object detection for robotic combine based on real-time semantic segmentation algorithm. J. Field Robotics 41 (2) (2024)
Rui Wang, Chunyue Song, Sikai Chen, Jun Zhao
State of health confidence estimation for lithium-ion battery based on probabilistic ensemble learning. Trans. Inst. Meas. Control 46 (5) (2024)
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
Dynamic urban traffic rerouting with fog-cloud reinforcement learning. Comput. Aided Civ. Infrastructure Eng. 39 (6) (2024)
Junwei You, Haotian Shi, Keshu Wu, Keke Long, Sicheng Fu, Sikai Chen, Bin Ran
Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction. CoRR (2024)
Runjia Du, Kyungtae Han, Rohit Gupta, Sikai Chen, Samuel Labi, Ziran Wang
Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework. IV (2023)
Boming Su, Sikai Chen, Peiyin Cai, Tao Peng, Xiang Shuxia, Yi Wu, Guochi Huang
A Broadband Voltage Controlled Oscillator with Multi-Band Output. ASICON (2023)
Keke Long, Haotian Shi, Zihao Sheng, Xiaopeng Li, Sikai Chen
A Physics Enhanced Residual Learning (PERL) Framework for Traffic State Prediction. CoRR (2023)
Chengyuan Ma, Xiaopeng Li, Ke Ma, Peng Zhang, Keke Long, Sikai Chen
Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles. ITSC (2023)
Runjia Du, Pei Li, Sikai Chen, Samuel Labi
PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information. CoRR (2023)
Haotian Shi, Yang Zhou, Keshu Wu, Sikai Chen, Bin Ran, Qinghui Nie
Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles. Knowl. Based Syst. 269 (2023)
Zihao Sheng, Zilin Huang, Sikai Chen
EPG-MGCN: Ego-Planning Guided Multi-Graph Convolutional Network for Heterogeneous Agent Trajectory Prediction. CoRR (2023)
Jiaming Wang, Jiqian Dong, Sikai Chen, Shreyas Sundaram, Samuel Labi
Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles. CoRR (2023)
Sikai Chen, Mingyang You, Yunqi Yang, Ye Jin, Ziyi Lin, Yihong Li, Leliang Li, Guike Li, Yujun Xie, Zhao Zhang, Binhao Wang, Ningfeng Tang, Faju Liu, Zheyu Fang, Jian Liu, Nanjian Wu, Yong Chen, Liyuan Liu, Ninghua Zhu, Ming Li, Nan Qi
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. 70 (11) (2023)
Jiqian Dong, Sikai Chen, Samuel Labi
Transfusor: Transformer Diffusor for Controllable Human-like Generation of Vehicle Lane Changing Trajectories. CoRR (2023)
Jiqian Dong, Qi Chen, Deyuan Qu, Hongsheng Lu, Akila Ganlath, Qing Yang, Sikai Chen, Samuel Labi
LiDAR-based Cooperative Relative Localization. IV (2023)
Zilin Huang, Sikai Chen, Yuzhuang Pian, Zihao Sheng, Soyoung Ahn, David A. Noyce
CV2X-LOCA: Roadside Unit-Enabled Cooperative Localization Framework for Autonomous Vehicles. CoRR (2023)
Paul (Young Joun) Ha, Sikai Chen, Runjia Du, Samuel Labi
Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning. Comput. 11 (3) (2022)
Sikai Chen, Jintao Xue, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Liyuan Liu, Binhao Wang, Yingtao Li, Nan Qi
A 224-Gb/s Inverter-Based TIA with Interleaved Active-Feedback and Distributed Peaking in 28-nm CMOS for Silicon Photonic Receivers. ICTA (2022)
Yihong Li, Sikai Chen, Yunqi Yang, Qianli Ma, Ming Zhong, Ziyi Lin, Leliang Li, Guike Li, Zhao Zhang, Liyuan Liu, Jian Liu, Nanjian Wu, Yong Chen, Qi Peng, Nan Qi
A 50-Gb/s NRZ Receiver Targeting Low-Latency Multi-Chip Module Optical I/O in 45-nm SOI CMOS. APCCAS (2022)
Jian He, Donglai Lu, Haiyun Xue, Sikai Chen, Han Liu, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Liyuan Liu, Nanjian Wu, Ningmei Yu, Fengman Liu, Xi Xiao, Yong Chen, Nan Qi
Design of a PAM-4 VCSEL-Based Transceiver Front-End for Beyond-400G Short-Reach Optical Interconnects. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (11) (2022)
Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
Reason induced visual attention for explainable autonomous driving. CoRR (2021)
Sikai Chen, Jiqian Dong, Paul (Young Joun) Ha, Yujie Li, Samuel Labi
Graph neural network and reinforcement learning for multi-agent cooperative control of connected autonomous vehicles. Comput. Aided Civ. Infrastructure Eng. 36 (7) (2021)
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture. CoRR (2021)
Shuya Zong, Sikai Chen, Majed Alinizzi, Yujie Li, Samuel Labi
Using UAVs for vehicle tracking and collision risk assessment at intersections. CoRR (2021)
Donglai Lu, Jian He, Weizhong Li, Sikai Chen, Jian Liu, Nanjian Wu, Ningmei Yu, Liyuan Liu, Yong Chen, Xi Xiao, Nan Qi
100Gb/s PAM-4 VCSEL Driver and TIA for Short-Reach 400G-1.6T Optical Interconnects. APCCAS (2021)
Jiqian Dong, Sikai Chen, Samuel Labi
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)
Runjia Du, Sikai Chen, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture. ISC2 (2021)
Jiqian Dong, Sikai Chen, Shuya Zong, Tiantian Chen, Samuel Labi
Image transformer for explainable autonomous driving system. ITSC (2021)
Jiqian Dong, Sikai Chen, Shuya Zong, Tiantian Chen, Mohammad Miralinaghi, Samuel Labi
Development and testing of an image transformer for explainable autonomous driving systems. CoRR (2021)
Hezhi Luo, Sikai Chen, Huixian Wu
A new branch-and-cut algorithm for non-convex quadratic programming via alternative direction method and semidefinite relaxation. Numer. Algorithms 88 (2) (2021)
Shuya Zong, Sikai Chen, Samuel Labi
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining. CoRR (2021)
Paul Young Joun Ha, Sikai Chen, Runjia Du, Samuel Labi
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning. CoRR (2021)
Runjia Du, Sikai Chen, Yujie Li, Paul Young Joun Ha, Jiqian Dong, Panagiotis Ch. Anastasopoulos, Samuel Labi
A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream. ITSC (2021)
Jiqian Dong, Sikai Chen, Paul Young Joun Ha, Yujie Li, Samuel Labi
A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network. CoRR (2020)
Mohammad Miralinaghi, Wubeshet Woldemariam, Dulcy M. Abraham, Sikai Chen, Samuel Labi, Zhibin Chen
Network-level scheduling of road construction projects considering user and business impacts. Comput. Aided Civ. Infrastructure Eng. 35 (7) (2020)
Sikai Chen, Yue Leng, Samuel Labi
A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information. Comput. Aided Civ. Infrastructure Eng. 35 (4) (2020)
Yujie Li, Sikai Chen, Runjia Du, Paul Young Joun Ha, Jiqian Dong, Samuel Labi
Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization. CoRR (2020)
Jiqian Dong, Sikai Chen, Yujie Li, Paul Young Joun Ha, Runjia Du, Aaron Steinfeld, Samuel Labi
Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles. ITSC (2020)
Yujie Li, Sikai Chen, Paul Young Joun Ha, Jiqian Dong, Aaron Steinfeld, Samuel Labi
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)
Runjia Du, Sikai Chen, Yujie Li, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment. CoRR (2020)
Yang Li, Dongyan Huang, Jiangtao Qi, Sikai Chen, Huibin Sun, Huili Liu, Honglei Jia
Feature Point Registration Model of Farmland Surface and Its Application Based on a Monocular Camera. Sensors 20 (13) (2020)
Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion. CoRR (2020)
Jiqian Dong, Sikai Chen, Yujie Li, Runjia Du, Aaron Steinfeld, Samuel Labi
Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control. CoRR (2020)
Mohammad Miralinaghi, Sania E. Seilabi, Sikai Chen, Yu-Ting Hsu, Samuel Labi
Optimizing the selection and scheduling of multi-class projects using a Stackelberg framework. Eur. J. Oper. Res. 286 (2) (2020)
Majed Alinizzi, Sikai Chen, Samuel Labi, Amr A. Kandil
A Methodology to Account for One-Way Infrastructure Interdependency in Preservation Activity Scheduling. Comput. Aided Civ. Infrastructure Eng. 33 (11) (2018)
Abhishek Bhargava, Samuel Labi, Sikai Chen, Tariq Usman Saeed, Kumares C. Sinha
Predicting Cost Escalation Pathways and Deviation Severities of Infrastructure Projects Using Risk-Based Econometric Models and Monte Carlo Simulation. Comput. Aided Civ. Infrastructure Eng. 32 (8) (2017)