Predicting Cost Escalation Pathways and Deviation Severities of Infrastructure Projects Using Risk-Based Econometric Models and Monte Carlo Simulation. - Abhishek Bhargava; Samuel Labi; Sikai Chen; Tariq Usman Saeed; Kumares C. Sinha (Comput. Aided Civ. Infrastructure Eng., 2017)

A Methodology to Account for One-Way Infrastructure Interdependency in Preservation Activity Scheduling. - Majed Alinizzi; Sikai Chen; Samuel Labi; Amr A. Kandil (Comput. Aided Civ. Infrastructure Eng., 2018)

Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles. - Jiqian Dong; Sikai Chen; Yujie Li 006; Paul Young Joun Ha; Runjia Du; Aaron Steinfeld; Samuel Labi (ITSC, 2020)

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information. - Sikai Chen; Yue Leng; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2020)

Network-level scheduling of road construction projects considering user and business impacts. - Mohammad Miralinaghi; Wubeshet Woldemariam; Dulcy M. Abraham; Sikai Chen; Samuel Labi; Zhibin Chen (Comput. Aided Civ. Infrastructure Eng., 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. - Yujie Li 006; Sikai Chen; Paul Young Joun Ha; Jiqian Dong; Aaron Steinfeld; Samuel Labi (CoRR, 2020)

Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control. - Jiqian Dong; Sikai Chen; Yujie Li 006; Runjia Du; Aaron Steinfeld; Samuel Labi (CoRR, 2020)

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion. - Paul Young Joun Ha; Sikai Chen; Jiqian Dong; Runjia Du; Yujie Li 006; Samuel Labi (CoRR, 2020)

A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network. - Jiqian Dong; Sikai Chen; Paul Young Joun Ha; Yujie Li 006; Samuel Labi (CoRR, 2020)

A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment. - Runjia Du; Sikai Chen; Yujie Li 006; Jiqian Dong; Paul Young Joun Ha; Samuel Labi (CoRR, 2020)

Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization. - Yujie Li 006; Sikai Chen; Runjia Du; Paul Young Joun Ha; Jiqian Dong; Samuel Labi (CoRR, 2020)

Optimizing the selection and scheduling of multi-class projects using a Stackelberg framework. - Mohammad Miralinaghi; Sania Esmaeilzadeh Seilabi; Sikai Chen; Yu-Ting Hsu; Samuel Labi (Eur. J. Oper. Res., 2020)

Feature Point Registration Model of Farmland Surface and Its Application Based on a Monocular Camera. - Yang Li; Dongyan Huang; Jiangtao Qi; Sikai Chen; Huibin Sun; Huili Liu; Honglei Jia (Sensors, 2020)

100Gb/s PAM-4 VCSEL Driver and TIA for Short-Reach 400G-1.6T Optical Interconnects. - Donglai Lu; Jian He; Weizhong Li; Sikai Chen; Jian Liu 021; Nanjian Wu; Ningmei Yu; Liyuan Liu; Yong Chen 005; Xi Xiao; Nan Qi (APCCAS, 2021)

GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture. - Runjia Du; Sikai Chen; Jiqian Dong; Paul Young Joun Ha; Samuel Labi (ISC2, 2021)

Image transformer for explainable autonomous driving system. - Jiqian Dong; Sikai Chen; Shuya Zong; Tiantian Chen; Samuel Labi (ITSC, 2021)

A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream. - Runjia Du; Sikai Chen; Yujie Li 006; Paul Young Joun Ha; Jiqian Dong; Panagiotis Ch. Anastasopoulos; Samuel Labi (ITSC, 2021)

Graph neural network and reinforcement learning for multi-agent cooperative control of connected autonomous vehicles. - Sikai Chen; Jiqian Dong; Paul Young Joun Ha; Yujie Li 006; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2021)

Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture. - Runjia Du; Sikai Chen; Jiqian Dong; Tiantian Chen; Xiaowen Fu; Samuel Labi (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. - Jiqian Dong; Sikai Chen; Samuel Labi (CoRR, 2021)

Development and testing of an image transformer for explainable autonomous driving systems. - Jiqian Dong; Sikai Chen; Shuya Zong; Tiantian Chen; Mohammad Miralinaghi; Samuel Labi (CoRR, 2021)

Using UAVs for vehicle tracking and collision risk assessment at intersections. - Shuya Zong; Sikai Chen; Majed Alinizzi; Yujie Li 006; Samuel Labi (CoRR, 2021)

Towards Safer Transportation: a self-supervised learning approach for traffic video deraining. - Shuya Zong; Sikai Chen; Samuel Labi (CoRR, 2021)

Reason induced visual attention for explainable autonomous driving. - Sikai Chen; Jiqian Dong; Runjia Du; Yujie Li 006; Samuel Labi (CoRR, 2021)

A new branch-and-cut algorithm for non-convex quadratic programming via alternative direction method and semidefinite relaxation. - Hezhi Luo; Sikai Chen; Huixian Wu (Numer. Algorithms, 2021)

A 50-Gb/s NRZ Receiver Targeting Low-Latency Multi-Chip Module Optical I/O in 45-nm SOI CMOS. - Yihong Li; Sikai Chen; Yunqi Yang; Qianli Ma; Ming Zhong; Ziyi Lin; Leliang Li; Guike Li; Zhao Zhang 004; Liyuan Liu; Jian Liu 021; Nanjian Wu; et al. (APCCAS, 2022)

A 224-Gb/s Inverter-Based TIA with Interleaved Active-Feedback and Distributed Peaking in 28-nm CMOS for Silicon Photonic Receivers. - Sikai Chen; Jintao Xue; Leliang Li; Guike Li; Zhao Zhang 004; Jian Liu 021; Liyuan Liu; Binhao Wang; Yingtao Li; Nan Qi (ICTA, 2022)

Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning. - Paul Young Joun Ha; Sikai Chen; Runjia Du; Samuel Labi (Comput., 2022)

Design of a PAM-4 VCSEL-Based Transceiver Front-End for Beyond-400G Short-Reach Optical Interconnects. - Jian He; Donglai Lu; Haiyun Xue; Sikai Chen; Han Liu; Leliang Li; Guike Li; Zhao Zhang 004; Jian Liu 021; Liyuan Liu; Nanjian Wu; Ningmei Yu; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

A Broadband Voltage Controlled Oscillator with Multi-Band Output. - Boming Su; Sikai Chen; Peiyin Cai; Tao Peng; Xiang Shuxia; Yi Wu; Guochi Huang (ASICON, 2023)

Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles. - Chengyuan Ma; Xiaopeng Li; Ke Ma; Peng Zhang; Keke Long; Sikai Chen (ITSC, 2023)

LiDAR-based Cooperative Relative Localization. - Jiqian Dong; Qi Chen 018; Deyuan Qu; Hongsheng Lu; Akila Ganlath; Qing Yang 003; Sikai Chen; Samuel Labi (IV, 2023)

Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework. - Runjia Du; Kyungtae Han; Rohit Gupta; Sikai Chen; Samuel Labi; Ziran Wang (IV, 2023)

EPG-MGCN: Ego-Planning Guided Multi-Graph Convolutional Network for Heterogeneous Agent Trajectory Prediction. - Zihao Sheng; Zilin Huang; Sikai Chen (CoRR, 2023)

CV2X-LOCA: Roadside Unit-Enabled Cooperative Localization Framework for Autonomous Vehicles. - Zilin Huang; Sikai Chen; Yuzhuang Pian; Zihao Sheng; Soyoung Ahn; David A. Noyce (CoRR, 2023)

Transfusor: Transformer Diffusor for Controllable Human-like Generation of Vehicle Lane Changing Trajectories. - Jiqian Dong; Sikai Chen; Samuel Labi (CoRR, 2023)

Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles. - Jiaming Wang; Jiqian Dong; Sikai Chen; Shreyas Sundaram; Samuel Labi (CoRR, 2023)

PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information. - Runjia Du; Pei Li; Sikai Chen; Samuel Labi (CoRR, 2023)

A Physics Enhanced Residual Learning (PERL) Framework for Traffic State Prediction. - Keke Long; Haotian Shi; Zihao Sheng; Xiaopeng Li; Sikai Chen (CoRR, 2023)

Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles. - Haotian Shi; Yang Zhou 019; Keshu Wu; Sikai Chen; Bin Ran; Qinghui Nie (Knowl. Based Syst., 2023)

A 50Gb/s CMOS Optical Receiver With Si-Photonics PD for High-Speed Low-Latency Chiplet I/O. - Sikai Chen; Mingyang You; Yunqi Yang; Ye Jin; Ziyi Lin; Yihong Li; Leliang Li; Guike Li; Yujun Xie; Zhao Zhang 004; Binhao Wang; Ningfeng Tang; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A 64Gb/s Si-Photonic Micro-Ring Resonator Transceiver with Co-designed CMOS Driver and TIA for WDM Optical-IO. - Qianli Ma; Sikai Chen; Jintao Xue; Yingjie Ma; Yuean Gu; Chao Cheng; Yihan Chen; Haoran Yin; Guike Li; Zhao Zhang 004; Nanjian Wu; Ke Li; et al. (BCICTS, 2024)

A 2λ×100 Gb/s Optical Receiver with Si-Photonic Micro-Ring Resonator and Photo-Detector for DWDM Optical-IO. - Sikai Chen; Jintao Xue; Yihan Chen; Yuean Gu; Haoran Yin; Shenlei Bao; Guike Li; Binhao Wang; Nan Qi (CICC, 2024)

A 10T SRAM with Two Read and Write Modes across Row and Column for CAM Operation and Computing In-Memory. - Zhang Zhang 004; Zhihao Chen; Sikai Chen; Guangjun Xie; Jianmin Zeng; Gang Liu (ISCAS, 2024)

A LLM-based Multimodal Warning System for Driver Assistance. - Zixuan Xu; Tiantian Chen; Sikai Chen (ITSC, 2024)

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving. - Zilin Huang; Zihao Sheng; Chengyuan Ma; Sikai Chen (CoRR, 2024)

Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction. - Junwei You; Haotian Shi; Keshu Wu; Keke Long; Sicheng Fu; Sikai Chen; Bin Ran (CoRR, 2024)

Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control. - Zihao Sheng; Zilin Huang; Sikai Chen (CoRR, 2024)

Trustworthy Human-AI Collaboration: Reinforcement Learning with Human Feedback and Physics Knowledge for Safe Autonomous Driving. - Zilin Huang; Zihao Sheng; Sikai Chen (CoRR, 2024)

Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model. - Yansong Qu; Zilin Huang; Zihao Sheng; Tiantian Chen; Sikai Chen (CoRR, 2024)

FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction. - Junwei You; Rui Gan; Weizhe Tang; Zilin Huang; Jiaxi Liu; Zhuoyu Jiang; Haotian Shi; Keshu Wu; Keke Long; Sicheng Fu; Sikai Chen; Bin Ran (CoRR, 2024)

VLM-RL: A Unified Vision Language Models and Reinforcement Learning Framework for Safe Autonomous Driving. - Zilin Huang; Zihao Sheng; Yansong Qu; Junwei You; Sikai Chen (CoRR, 2024)

State of health confidence estimation for lithium-ion battery based on probabilistic ensemble learning. - Rui Wang; Chunyue Song; Sikai Chen; Jun Zhao 008 (Trans. Inst. Meas. Control, 2024)

Dynamic urban traffic rerouting with fog-cloud reinforcement learning. - Runjia Du; Sikai Chen; Jiqian Dong; Tiantian Chen; Xiaowen Fu; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2024)

Paddy field object detection for robotic combine based on real-time semantic segmentation algorithm. - Jiajun Zhu; Michihisa Iida; Sikai Chen; Shijing Cheng; Masahiko Suguri; Ryohei Masuda (J. Field Robotics, 2024)

Toward C-V2X Enabled Connected Transportation System: RSU-Based Cooperative Localization Framework for Autonomous Vehicles. - Zilin Huang; Sikai Chen; Yuzhuang Pian; Zihao Sheng; Soyoung Ahn; David A. Noyce (IEEE Trans. Intell. Transp. Syst., 2024)

Ego-planning-guided multi-graph convolutional network for heterogeneous agent trajectory prediction. - Zihao Sheng; Zilin Huang; Sikai Chen (Comput. Aided Civ. Infrastructure Eng., 2024)

Talk2Traffic: Interactive and Editable Traffic Scenario Generation for Autonomous Driving with Multimodal Large Language Model. - Zihao Sheng; Zilin Huang; Yansong Qu; Yue Leng; Sikai Chen (CVPR Workshops, 2025)

A 4λ×128Gb/s PAM-4 Si-Photonic Transmitter with Micro-Ring Modulator and Co-designed Linear Driver for Chiplet Optical I/O. - Siyuan Ma; Yingjie Ma; Chaoyang Dai; Sikai Chen; Qianli Ma; Yihan Chen; Haoran Yin; Yujun Xie; Guike Li; Jian Liu; Ming Li; Liyuan Liu; et al. (OFC, 2025)

An oscillator replica bitline technique for suppressing timing variation of SRAM sense amplifiers. - Dekai Sun; Zhihao Chen; Sikai Chen; Zhang Zhang 004 (IEICE Electron. Express, 2025)

Personalizing Driver Agent Using Large Language Models for Driving Safety and Smarter Human-Machine Interactions. - Zixuan Xu; Tiantian Chen; Zilin Huang; Yang Xing; Sikai Chen (IEEE Intell. Transp. Syst. Mag., 2025)

A class-AB rail-to-rail operational amplifier with wide supply voltage and high gain. - Sikai Chen; Peng Zhang; Lumiao Zhang; Zhang Zhang 004 (Microelectron. J., 2025)

CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models. - Zihao Sheng; Zilin Huang; Yansong Qu; Yue Leng; Sruthi Bhavanam; Sikai Chen (CoRR, 2025)

Sky-Drive: A Distributed Multi-Agent Simulation Platform for Socially-Aware and Human-AI Collaborative Future Transportation. - Zilin Huang; Zihao Sheng; Zhengyang Wan; Yansong Qu; Yuhao Luo; Boyue Wang; Pei Li; Yen-Jung Chen; Jiancong Chen; Keke Long; Jiayi Meng; Yue Leng; et al. (CoRR, 2025)

VL-SAFE: Vision-Language Guided Safety-Aware Reinforcement Learning with World Models for Autonomous Driving. - Yansong Qu; Zilin Huang; Zihao Sheng; Jiancong Chen; Sikai Chen; Samuel Labi (CoRR, 2025)

A Survey on Vision-Language-Action Models for Autonomous Driving. - Sicong Jiang; Zilin Huang; Kangan Qian; Ziang Luo; Tianze Zhu; Yang Zhong; Yihong Tang; Menglin Kong; Yunlong Wang 009; Siwen Jiao; Hao Ye; Zihao Sheng; et al. (CoRR, 2025)

SafePLUG: Empowering Multimodal LLMs with Pixel-Level Insight and Temporal Grounding for Traffic Accident Understanding. - Zihao Sheng; Zilin Huang; Yen-Jung Chen; Yansong Qu; Yuhao Luo; Yue Leng; Sikai Chen (CoRR, 2025)