Sichao Wu, Qiang Ge, Jing-Liang Duan, Guillaume Sartoretti, S. Li, Yao Lyu, Guo-Jian Zhan, Xiangteng Zhang, Sifa Zheng (2026). Real-time distributed predictive control of connected vehicles by neural approximation. Transportation Research Part C: Emerging Technologies.DOI
Wenchao Sun, Xuewu Lin, Keyu Chen, Zixiang Pei, Yining Shi, Chuang Zhang, Sifa Zheng (2026). DriveCamSim: Generalizable Camera Simulation via Explicit Camera Modeling for Autonomous Driving. IEEE Robotics and Automation Letters.DOI
Yufeng Jin, Chongben Tao, Chen Wang, Feng Cao, Xizhao Luo, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu (2026). FFAFormer: A Feature Fusion Attention Former of Point-Image for 3D Object Detection. IEEE Transactions on Vehicular Technology.DOI
Wenchao Sun, Xuewu Lin, Keyu Chen, Zixiang Pei, Xiang Li, Yining Shi, Sifa Zheng (2026). SparseDriveV2: Scoring is All You Need for End-to-End Autonomous Driving. Lecture notes in computer science.DOI
Zhenglin Zhang, Yue Li, Bin Yang, Songming Qi, Xin Ding, Xiaoou Sun, Yugong Luo, Sifa Zheng (2026). A causal time–frequency Mamba architecture with Volterra nonlinear modeling for multi-channel automotive road noise control. Engineering Applications of Artificial Intelligence.DOI
Bo Zhang, Haoran Li, Sifa Zheng (2025). Enhanced Automated Valet Parking System Utilizing High-Definition Mapping and Loop Closure Detection. IEEE Transactions on Intelligent Transportation Systems.DOI
Semen Kopylov, Sifa Zheng, Zhichao Hou (2025). A new paradigm in mass distribution for electric vehicles equipped with in-wheel motors. Vehicle System Dynamics.DOI
Chuang Zhang, Sifa Zheng, Haoran Wu, Ziqing Gu, Wen-Chao Sun, Lei Yang (2024). AttentionTrack: Multiple Object Tracking in Traffic Scenarios Using Features Attention. IEEE transactions on intelligent transportation systems (Print).DOI
Haitong Ma, Chang-Liu Liu, S. Li, Sifa Zheng, Wen-Chao Sun, Jianyu Chen (2024). Learn Zero-Constraint-Violation Safe Policy in Model-Free Constrained Reinforcement Learning. IEEE Transactions on Neural Networks and Learning Systems.DOI
Haoran Li, Tingyan Zhang, Sifa Zheng, Chuan Sun (2024). Distributed MPC for Multi-Vehicle Cooperative Control Considering the Surrounding Vehicle Personality. IEEE transactions on intelligent transportation systems (Print).DOI
Haoran Li, Yunpeng Lu, Yaqiu Li, Sifa Zheng, Chuan Sun, Junyi Zhang, Liqun Liu (2024). Optimization of Model Predictive Control for Autonomous Vehicles Through Learning-Based Weight Adjustment. IEEE Transactions on Intelligent Transportation Systems.DOI
Haoran Li, Wangling Wei, Sifa Zheng, Chuan Sun, Yunpeng Lu, Tuqiang Zhou (2024). Personalized driving behavior oriented autonomous vehicle control for typical traffic situations. Journal of the Franklin Institute.DOI
Semen Kopylov, Miha Ambrož, Žiga Petan, Robert Kunc, Sifa Zheng, Zhichao Hou (2024). Vehicle pitch dynamics control using in-wheel motors. Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering.DOI
Feng Cao, Yufeng Jin, Chongben Tao, Xizhao Luo, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu (2024). TFIENet: Transformer Fusion Information Enhancement Network for Multimodel 3-D Object Detection. IEEE Transactions on Instrumentation and Measurement.DOI
Haotian Zheng, Chao-Yi Chen, Shuai Li, Sifa Zheng, S. Li, Qing Xu, Jian-Qiang Wang (2023). Learning-Based Safe Control for Robot and Autonomous Vehicle Using Efficient Safety Certificate. IEEE Open Journal of Intelligent Transportation Systems.DOI
Haoran Wu, Tran Phong, Cunjun Yu, Panpan Cai, Sifa Zheng, D. Hsu (2023). What Truly Matters in Trajectory Prediction for Autonomous Driving? Neural Information Processing Systems.DOI
Fu-Wei Wu, Chuan Sun, Haoran Li, Sifa Zheng (2023). Real-Time Center of Gravity Estimation for Intelligent Connected Vehicle Based on HEKF-EKF. Electronics.DOI
Ziqing Gu, Lingping Gao, Haitong Ma, S. Li, Sifa Zheng, Wei Jing, Junbo Chen (2023). Safe-State Enhancement Method for Autonomous Driving via Direct Hierarchical Reinforcement Learning. IEEE transactions on intelligent transportation systems (Print).DOI
Feng Zhou, Chongben Tao, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu (2023). 3-D Dynamic Multitarget Detection Algorithm Based on Cross-View Feature Fusion. IEEE Transactions on Artificial Intelligence.DOI
Yuansheng Cheng, Zufeng Zhang, Grzegorz Królczyk, Sifa Zheng, Zhixiong Li (2023). A LOW-Cost Multi-Frequency Testing Platform for Non-Contact Vibration Measurement. IEEE Instrumentation & Measurement Magazine.DOI
Feng Cao, Jun Xue, Chongben Tao, Xizhao Luo, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu (2023). MCHFormer: A Multi-Cross Hybrid Former of Point-Image for 3D Object Detection. IEEE Transactions on Intelligent Vehicles.DOI
Haoran Li, Yunpeng Lu, Haotian Zheng, Sifa Zheng, Chuan Sun, Chuang Zhang (2023). Analysis of Naturalistic Driving Behavior for Personalized Autonomous Vehicle. IEEE International Conference on Intelligent Transportation Systems (ITSC).DOI
Chongben Tao, Chunlin Cao, Hanjing Cheng, Zhen Gao, Xizhao Luo, Zuofeng Zhang, Sifa Zheng (2023). An efficient 3D object detection method based on Fast Guided Anchor Stereo RCNN. Advanced Engineering Informatics.DOI
Chongben Tao, Weitao Bian, Chen Wang, Huayi Li, Zhen Gao, Zufeng Zhang, Sifa Zheng, Yuan Zhu (2023). 3D object detection algorithm based on multi-sensor segmental fusion of frustum association for autonomous driving. Applied Intelligence.DOI
Liangyu Tian, Haoran Li, Wangling Wei, Sifa Zheng, Chuan Sun (2023). A Risk Level Assessment Method for Traffic Scenarios Based on BEV Perception. IEEE Intelligent Vehicles Symposium.DOI
Jiecheng Cao, Chongben Tao, Zufeng Zhang, Zhen Gao, Xizhao Luo, Sifa Zheng, Yuan Zhu (2023). Accelerating Point-Voxel Representation of 3-D Object Detection for Automatic Driving. IEEE Transactions on Artificial Intelligence.DOI
Haotian Zheng, Haitong Ma, Sifa Zheng, S. Li, Jianqiang Wang (2022). Synthesize Efficient Safety Certificates for Learning-Based Safe Control using Magnitude Regularization. IEEE International Conference on Robotics and Automation.DOI
Lingping Gao, Ziqing Gu, Cong Qiu, Lanxin Lei, S. Li, Sifa Zheng, Wei Jing, Junbo Chen (2022). Cola-HRL: Continuous-Lattice Hierarchical Reinforcement Learning for Autonomous Driving. IEEE/RJS International Conference on Intelligent RObots and Systems.DOI
Tuqiang Zhou, Wei Liu, Deying Zhao, Haoran Li, Sifa Zheng, Chuan-Jing Sun (2022). An Integrated Feedback Speed Guidance Method at Signalized Intersections Considering Driving Styles. Social Science Research Network.DOI
Qiang Ge, Guillaume Sartoretti, Jing-Liang Duan, S. Li, Yuming Yin, Sifa Zheng (2022). Distributed Model Predictive Control of Connected Multi-Vehicle Systems at Unsignalized Intersections. 2022 IEEE International Conference on Unmanned Systems (ICUS).DOI
Yuheng Lei, Yao Lyu, Guo-Jian Zhan, Tao Zhang, Jiangtao Li, Jianyu Chen, S. Li, Sifa Zheng (2022). Zeroth-Order Actor–Critic: An Evolutionary Framework for Sequential Decision Problems. IEEE Transactions on Evolutionary Computation.DOI
Yuheng Lei, Jianyu Chen, S. Li, Sifa Zheng (2022). Performance-Driven Controller Tuning via Derivative-Free Reinforcement Learning. IEEE Conference on Decision and Control.DOI
Ziqing Gu, Yuming Yin, S. Li, Jing-Liang Duan, Fawang Zhang, Sifa Zheng, Rui-Gang Yang (2022). Integrated eco-driving automation of intelligent vehicles in multi-lane scenario via model-accelerated reinforcement learning. Transportation Research Part C: Emerging Technologies.DOI
Haoran Li, Wei Wangling, Sifa Zheng, Sun Chuan (2022). Personalized Autonomous Vehicle Control for Typical Driving Scenarios. CAA International Conference on Vehicular Control and Intelligence (CVCI).DOI
Qiang Ge, Qi Sun, Zhen Wang, S. Li, Ziqing Gu, Sifa Zheng, Lyuchao Liao (2021). Real‐time coordination of connected vehicles at intersections using graphical mixed integer optimization. IET Intelligent Transport Systems.DOI
Ziqing Gu, Yujie Yang, Jing-Liang Duan, S. Li, Jianyu Chen, Wenhan Cao, Sifa Zheng (2021). Belief state separated reinforcement learning for autonomous vehicle decision making under uncertainty. International Conference on Intelligent Transportation Systems.DOI
Haitong Ma, Yang Guan, S. Li, Xiangteng Zhang, Sifa Zheng, Jianyu Chen (2021). Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety. arXiv.org.
Haitong Ma, Chang-Liu Liu, S. Li, Sifa Zheng, Jianyu Chen (2021). Joint Synthesis of Safety Certificate and Safe Control Policy using Constrained Reinforcement Learning. Conference on Learning for Dynamics & Control.
Haitong Ma, Xiangteng Zhang, S. Li, Ziyu Lin, Yao Lyu, Sifa Zheng (2021). Feasibility Enhancement of Constrained Receding Horizon Control Using Generalized Control Barrier Function. Industrial Cyber-Physical Systems.DOI
Haitong Ma, Jianyu Chen, Shengbo Eben, Ziyu Lin, Yang Guan, Yan-Gang Ren, Sifa Zheng (2021). Model-based Constrained Reinforcement Learning using Generalized Control Barrier Function. IEEE/RJS International Conference on Intelligent RObots and Systems.DOI
Yan-Ji Jiang, Xue-Li Shen, Sifa Zheng (2021). An Effective Data Sharing Scheme Based on Blockchain in Vehicular Social Networks.DOI
Yanchao Ding, E Wenjuan, Sifa Zheng, Jianying Zheng, Xiang Wang (2020). Autonomous Emergency Braking Strategy for Dangerous Goods Transportation Vehicle Based on Real-Time Sensing of Road Pavement Attachment. CICTP 2020.DOI
Yulin Ma, Zhixiong Li, Reza Malekian, Sifa Zheng, Miguel Ángel Sotelo (2020). A Novel Multimode Hybrid Control Method for Cooperative Driving of an Automated Vehicle Platoon. IEEE Internet of Things Journal.DOI
Chuan Sun, Sifa Zheng, Yulin Ma, Duanfeng Chu, Junru Yang, Yuncheng Zhou, Yicheng Li, Tingxuan Xu (2020). An active safety control method of collision avoidance for intelligent connected vehicle based on driving risk perception. Journal of Intelligent Manufacturing.DOI
Zhen Wang, Sifa Zheng, Qiang Ge, Keqiang Li (2020). Online Offloading Scheduling and Resource Allocation Algorithms for Vehicular Edge Computing System. IEEE Access.DOI
Ziqing Gu, Yunlong An, Fangyuan Tan, Yang Li, Sifa Zheng (2019). A Game Theory Approach to Attack-Defense Strategy for Perception of Connected Vehicles. IEEE Symposium Series on Computational Intelligence (SSCI).DOI
Heye Huang, Yang Li, Xunjia Zheng, Jianqiang Wang, Qing Xu, Sifa Zheng (2019). Objective and Subjective Analysis to Quantify Influence Factors of Driving Risk. IEEE Intelligent Transportation Systems Conference (ITSC).DOI
Hao Chen, Yu Wan, Dafeng Jin, Sifa Zheng, Xiaomin Lian (2018). Adaptive Launching Control Strategy of In-Wheel Motor Driven Vehicle. Chinese Control Conference (CCC).DOI
Bo Peng, Sifa Zheng, Xiangning Liao, Xiaomin Lian (2017). On the optimization of a mixed speaker array in an enclosed space using the virtual-speaker weighting method. Mechanical Systems and Signal Processing.DOI
Xiangning Liao, Jordan Cheer, Stephen J. Elliott, Sifa Zheng (2017). Design of a Loudspeaker Array for Personal Audio in a Car Cabin. Journal of the Audio Engineering Society.DOI
Daogao Wei, Yu Wang, Tong Jiang, Sifa Zheng, Wenjing Zhao, Zhijie Pan (2017). Chaos vibration of pinion and rack steering trapezoidal mechanism containing two clearances. Mechanical Systems and Signal Processing.DOI
Bo Peng, Tao Liu, Sifa Zheng, Xiaomin Lian (2016). Mechanism of Neutral-Idle Shudder Phenomenon in an Automatic Transmission System. SAE technical papers on CD-ROM/SAE technical paper series.DOI
Sifa Zheng, Hai‐Tao Liu, Jiabi Dan, Xiaomin Lian (2015). Analysis of the load selection on the error of source characteristics identification for an engine exhaust system. Journal of Sound and Vibration.DOI
Bo Peng, Sifa Zheng, Xiangning Liao, Xiaomin Lian (2014). A three-stage method for sound field reproduction in rooms with reflection boundary:theory and experiments.
赵林风,郑四发,连小珉,刘海涛(2013). 场景视频对汽车声品质评价的影响. 《汽车工程》.
Boyuan Xie, Sifa Zheng, Xiaohui Qin, Xijun Zhou (2013). DGPS-Based Vehicle State Estimation in V2I Cooperative System.DOI
Sibo Tian, Sifa Zheng, Boyuan Xie, Xiaohui Qin (2013). Intelligent Vehicle Platform and Signal Processing Method Applied to Cooperative Vehicle Infrastructure.DOI
Sifa Zheng, Hao Peng, Xiaomin Lian (2012). Decomposition of moving vehicle noise with dynamic transfer model and acoustic holograph. The Journal of the Acoustical Society of America.DOI
Keqiang Li, Diange Yang, Sifa Zheng, Xiaomin Lian, 丈晴 田中 (2012). Active Noise Control for Vehicle Exhaust Noise Reduction. Tsinghua Science & Technology.
Sifa Zheng, Zhongxu Kang, Xiaomin Lian (2012). Acoustic simulation for exhaust silencer of vehicle engine with combined one/three-dimensional approach. International Journal of Vehicle Design.DOI
Haitao Liu, Sifa Zheng, Hao Peng, Xiaomin Lian (2011). Contribution analysis of bus pass-by noise based on dynamic transfer path method. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Sifa Zheng, Zhongxu Kang, Xiaomin Lian (2011). Acoustic Matching Simulation of Muffler with Hybrid Approach. SAE technical papers on CD-ROM/SAE technical paper series.DOI
Sifa Zheng, Wang Binxing, Hao Peng, Lian Xiaomin, Keqiang Li (2010). Sound absorption structure optimization based on material absorption models and noise rating curves. International Conference on Mechanic Automation and Control Engineering.DOI
Wang Binxing, Sifa Zheng, Hao Peng, Lian Xiaomin, Keqiang Li (2010). Acoustic Topology Optimization of a Truck Cab Based on Coupled Panel Contribution Analysis. International Conference on Electrical and Control Engineering.DOI
Binxing Wang, Sifa Zheng, Lin Zhoul, Shengqiang Liu, Xiaomin Lian, Keqiang Li (2010). Acoustic Modelling and Analysis of Vehicle Interior Noise Based on Numerical Calculation. International Conference on Intelligent Computation Technology and Automation.DOI
Sifa Zheng, Hao Peng, Xia Heng, Xiaomin Lian, Keqiang Li (2010). Dynamic Comprehensive Performance of Mufflers under Different Vehicle Running Conditions. SAE technical papers on CD-ROM/SAE technical paper series.DOI
Xizhao Li, Sifa Zheng, Jun Zhang, Keqiang Li (2009). Modelling and simulation study on application of sliding-mode control for an active anti-roll system in a passenger car with air suspension. International Journal of Vehicle Design.DOI
Sifa Zheng, Jiandong Cao, Xiaomin Lian (2008). Research on VRPB under Time-Division Fuzzy Velocity. International Conference on Intelligent Computation Technology and Automation.DOI
Sifa Zheng, Jiabi Dan, Hao Peng, Xiaomin Lian (2012). Contribution of Pass-by Noise Sources with Acoustic Holograph and Dynamic Transfer Path Model. Lecture notes in electrical engineering.DOI