Publications (⛧ indicates the corresponding author.)

• [COMPSAC 2024] Multi-Accelerator Neural Network Inference via TensorRT in Heterogeneous Embedded Systems
  Yuxiao Zhou, Zhishan Guo, Zheng Dong and Kecheng Yang
  Proceedings of the 48th IEEE International Conference on Computers, Software, and Applications, 2024.
• [MOST 2024] Enhancing Real-time Inference Performance for Time-Critical Software Defined Vehicles
  Sumaiya, Reza Jafarpourmarzouni, Sidi Lu, and Zheng Dong
  Proceedings of the 2nd IEEE International Conference on Mobility: Operations, Services, and Technologies
• [MOST 2024] Enhancing Driving Behavior Analysis in Autonomous Systems: A Reservoir Computing and Temporal-Aware Machine Learning Approach
  Fabiha Nowshin, Sanchit Sethi, Zheng Dong, and Yang Yi
  Proceedings of the 2nd IEEE International Conference on Mobility: Operations, Services, and Technologies
• [AAAI 2024] Nondbrem: Nondeterministic offline reinforcement learning for large-scale order dispatching
  Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, and Yang Wang
  Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence
• [TPDS] Hopscotch: A Hardware-Software Co-design for Efficient Cache Resizing on Multi-core SoCs
  Zhe Jiang, Kecheng Yang, Nathan Fisher, Nan Guan, Neil Audsley, Zheng Dong^⛧
  IEEE Transactions on Parallel and Distributed Systems, 2023.
• [TMC] FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles
  Guang Wang, Sihong He, Shuai Wang, Fei Miao, Fan Zhang, Zheng Dong, and Desheng Zhang
  IEEE Transactions on Mobile Computing, 2023.
• [RTSS 2023] Worst-Case Latency Analysis of Message Synchronization in ROS
  Ruoxiang Li, Xu Jiang, Zheng Dong, Jen-Ming Wu, Chun Jason Xue and Nan Guan
  Proceedings of the 44th IEEE Real-Time Systems Symposium, 2023.
• [MCSoC 2023] TensorRT Implementations of Model Quantization on Edge SoC
  Yuxiao Zhou, Zhishan Guo, Zheng Dong and Kecheng Yang
  Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023.
• [TVT] Towards C-V2X Enabled Collaborative Autonomous Driving
  William He, Baofu Wu, Zheng Dong, and Weisong Shi
  IEEE Transactions on Vehicular Technology, 2023.
• [DAC 2023] BlueFace: Integrating an Accelerator into the Core's Pipeline through Algorithm-Interface Co-Design for Real-Time SoCs
  Zhe Jiang, Nathan Fisher, Nan Guan and Zheng Dong^⛧
  Proceedings of the 60th Design Automation Conference (DAC), July 2023.
• [DAC 2023] Reaction Time Analysis of Event-Triggered Processing Chains with Data Refreshing
  Yue Tang, Nan Guan, Xu Jiang, Zheng Dong and Wang Yi
  Proceedings of the 60th Design Automation Conference (DAC), July 2023.
• [MOST 2023] Modeling and Property Analysis of the Message Synchronization Policy in ROS
  Ruoxiang Li, Zheng Dong, Jen-Ming Wu, Chun Jason Xue and Nan Guan
  Proceedings of the IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST), 2023.
• [DATE 2023] Analysis and Optimization of Worst-Case Time Disparity in Cause-Effect Chains
  Xu Jiang, Xiantong Luo, Nan Guan, Zheng Dong, Shaoshan Liu and Wang Yi
  Proceedings of the 26th Design, Automation and Test in Europe Conference (DATE), 2023.
• [TMC] Towards Accessible Shared Autonomous Electric Mobility with Dynamic Deadlines
  Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, and Desheng Zhang
  IEEE Transactions on Mobile Computing, 2022.
• [TC] Towards Hard Real-Time and Energy-Efficient Virtualization for Many-core Embedded Systems
  Zhe Jiang, Kecheng Yang, Yunfeng Ma, Nathan Fisher, Neil Audsley, and Zheng Dong^⛧
  IEEE Transactions on Computers, 2022.
• [RTSS 2022] A Utilization-based Test for Non-preemptive Gang Tasks on Multiprocessors
  Zheng Dong and Cong Liu
  Proceedings of the 43rd IEEE Real-Time Systems Symposium, 2022.
• [RTSS 2022] Prophet: Realizing a Predictable Real-time Perception Pipeline for Autonomous Vehicles
  Liangkai Liu, Zheng Dong, Yanzhi Wang and Weisong Shi
  Proceedings of the 43rd IEEE Real-Time Systems Symposium, 2022.
• [RTSS 2022] Worst-Case Time Disparity Analysis of Message Synchronization in ROS
  Ruoxiang Li, Nan Guan, Xu Jiang, Zhishan Guo, Zheng Dong and Mingsong Lv
  Proceedings of the 43rd IEEE Real-Time Systems Symposium, 2022.
• [JSA] Towards an Energy-Efficient Quarter-Clairvoyant Mixed-Criticality System
  Zhe Jiang, Kecheng Yang, Nathan Fisher, Neil Audsley, and Zheng Dong^⛧
  Journal of Systems Architecture, 2022.
• [TIOT] WatchDog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes
  Zheng Dong, Yan Lu, Guangmo Tong, Yuanchao Shu, Shuai Wang and Weisong Shi
  ACM Transactions on Internet of Things, 2022.
• [ECML 2022] Coupling User Preference with External Rewards to Enable Driver-centered and Resource-aware EV Charging Recommendation
  Chengyin Li, Zheng Dong, Nathan Fisher and Dongxiao Zhu
  Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022.
• [TC] AXI-IC^RT: Towards a Real-Time AXI-Interconnect for Highly Integrated SoCs
  Zhe Jiang, Kecheng Yang, Nathan Fisher, Ian Gray, Neil Audsley, and Zheng Dong^⛧
  IEEE Transactions on Computers, 2022.
• [KDD 2022] RT-VeD: Real-Time VoI Detection on Edge Nodes with an Adaptive Model Selection Framework
  Shuai Wang, Junke Lu, Baosheng Guo, Zheng Dong
  Proceedings of the 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2022.
• [ICDCS 2022] To Turn or Not To Turn, SafeCross is the Answer
  Baofu Wu, Yuankai He, Zheng Dong, Jian Wan, Jilin Zhang, and Weisong Shi
  Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems (ICDCS), July 10-13, 2022, Bologna, Italy.
• [DAC 2022] BlueScale: A Scalable Memory Architecture for Predictable Real-Time Computing on Highly Integrated SoCs
  Zhe Jiang, Kecheng Yang, Neil Audsley, Nathan Fisher, Weisong Shi, and Zheng Dong^⛧
  Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC), July 2022.
• [TCAD] Schedulability Analysis for Co-Scheduling Real-Time Tasks on Multiprocessors
  Zheng Dong and Cong Liu
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022.
• [KDD 2021] Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines
  Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang
  Proceedings of the 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021.
• [TPDS] Tardiness Bounds for Sporadic Gang Tasks under Preemptive Global EDF Scheduling
  Zheng Dong, Kecheng Yang, Nathan Fisher, Cong Liu
  IEEE Transactions on Parallel and Distributed Systems, 2021.
• [RTAS 2021 - BIP] Brief Industry Paper: AXI-Interconnect^RT: Towards a Real-Time AXI-Interconnect in System-on-Chips
  Zhe Jiang, Neil Audsley, Dayu Shi, Kecheng Yang, Nathan Fisher, and Zheng Dong
  Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, May 18-21, 2021.
• [TNSE] On Multi-Cascade Influence Maximization: Model, Hardness and Algorithmic Framework
  Guangmo Tong, Ruiqi Wang, and Zheng Dong
  IEEE Transactions on Network Science and Engineering, 2021.
• [DAC 2021] I/O-GUARD: Hardware/Software Co-Design for I/O Virtualization with Guaranteed Real-Time Performance
  Zhe Jiang, Kecheng Yang, Yunfeng Ma, Nathan Fisher, Neil Audsley, and Zheng Dong^⛧
  Proceedings of the 58th ACM/IEEE Design Automation Conference (DAC), to appear, December 2021.
• [ICDE 2021] Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets
  Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang
  Proceedings of the 37th IEEE International Conference on Data Engineering, 2021.
• [RTSS 2020] Mixed-Criticality Scheduling in Compositional Real-Time Systems with Multiple Budget Estimates
  Kecheng Yang and Zheng Dong
  Proceedings of the 41st IEEE Real-Time Systems Symposium, 2020.
• [RTSS 2020] Pythia-MCS: Enabling Quarter-Clairvoyance in I/O-Driven Mixed-Criticality Systems
  Zhe Jiang, Kecheng Yang, Nathan Fisher, Neil Audsley and Zheng Dong^⛧
  Proceedings of the 41st IEEE Real-Time Systems Symposium, 2020.
• [TCSS] Time-constrained Adaptive Influence Maximization
  Guangmo Tong, Ruiqi Wang, Zheng Dong and Xiang Li
  IEEE Transactions on Computational Social Systems, 2020.
• [IOTJ] MoLoc: Unsupervised Fingerprint Roaming for Device-free Indoor Localization in a Mobile Ship Environment
  Mozi Chen, Kezhong Liu, Jie Ma, Zheng Dong, Guangmo Tong and Cong Liu
  IEEE Internet of Things Journal, 2020.
• [MetroCAD 2020] Collaborative Autonomous Driving: Vision and Challenges
  Zheng Dong, Weisong Shi, Guangmo Tong and Kecheng Yang
  Proceedings of the third IEEE International Conference on Connected and Autonomous Driving, 2020.
• [TMC] SWIM: Speed-aware WiFi-based PassiveIndoor Localization for Mobile Ship Environment
  Mozi Chen, Kezhong Liu, Jie Ma, Yu Gu, Zheng Dong and Cong Liu
  IEEE Transactions on Mobile Computing, 2019.
• [RTSS 2019] An Efficient Utilization-based Test for Scheduling Hard Real-Time Sporadic DAG Task Systems on Multiprocessors
  Zheng Dong and Cong Liu
  Proceedings of the 40th IEEE Real-Time Systems Symposium, 2019.
• [RTSS 2019 - WiP] Work-in-Progress: Non-preemptive Scheduling of Sporadic Gang Tasks on Multiprocessors
  Zheng Dong and Cong Liu
  Proceedings of the 40th IEEE Real-Time Systems Symposium, 2019.
• [WMC 2019] Mixed-Criticality Scheduling with Varying Processor Supply in Compositional Real-Time Systems
  Kecheng Yang and Zheng Dong
  Proceedings of the 7th International Workshop on Mixed Criticality Systems, December 2019.
• [TPDS] A General Analysis Framework for Soft Real-Time Tasks
  Zheng Dong, Cong Liu, Soroush Bateni, Zelun Kong, Liang He, Lingming Zhang, Ravi Prakash, and Yuqun Zhang
  IEEE Transactions on Parallel and Distributed Systems, 2018.
• [RTSS 2018 WiP] Work-In-Progress: New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors
  Zheng Dong and Cong Liu
  In IEEE Real-Time Systems Symposium, Nashville, Tennessee, December, 2018.
• [RTJ] Analysis Techniques for Supporting Hard Real-Time Sporadic Gang Task Systems
  Zheng Dong and Cong Liu
  In Real-Time Systems, 2018.
• [RTAS 2018] Shared-Resource-Centric Limited Preemptive Scheduling: A Comprehensive Study of Suspension-base Partitioning Approaches
  Zheng Dong, Cong Liu, Soroush Bateni, Kuan-Hsun Chen, Jian-Jia Chen, Georg von der Bruggen and Junjie Shi
  In IEEE Real-Time and Embedded Technology and Applications Symposium, Porto, Portugal, April, 2018.
• [RTSS 2017] Analysis techniques for supporting hard real-time sporadic gang task systems
  Zheng Dong and Cong Liu
  In IEEE Real-Time Systems Symposium, Paris, France, December, 2017.[Outstanding Paper Award]
• [RTSS 2017] Rec: Predictable charging scheduling for electric taxi fleets
  Zheng Dong, Cong Liu, Yanhua Li, Jie Bao, Yu Gu and Tian He
  In IEEE Real-Time Systems Symposium, Paris, France, December, 2017.
• [SEC 2017] An Energy-efficient Offloading Framework with Predictable Temporal Correctness
  Zheng Dong, Yuchuan Liu, Husheng Zhou, Xusheng Xiao, Yu Gu, Lingming Zhang and Cong Liu
  In ACM/IEEE Symposium on Edge Computing, San Jose, CA, October, 2017.
• [RTCSA 2017] Fixed-Priority Scheduling of Mixed Soft and Hard Real-Time Tasks on Multiprocessors
  Jian-Jia Chen, Wen-Hung Huang, Zheng Dong and Cong Liu
  In proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, Hsinchu, 2017.
• [ECRTS 2017] Optimal Dataflow Scheduling on a Heterogeneous Multiprocessor with Reduced Response Time Bounds
  Zheng Dong, Cong Liu, Alan Gatherer, Lee McFearin, Peter Yan, and James H. Anderson
  In proceedings of the 29th Euromicro Conference on Real-Time Systems, Dubrovnik, Croatia, 2017.
• [IoTDI 2017] ATHOME: Automatic Tunable Wireless Charging for Smart Home
  Zheng Dong, Yu Gu, Lingkun Fu, Jimin Chen, Tian He and Cong Liu
  In ACM/IEEE International Conference on Internet-of-Things Design and Implementation, Pittsburgh, USA, April, 2017.
• [RTSS 2016] Closing the loop for the selective conversion approach: a utilization-based test for hard real-time suspending task systems
  Zheng Dong and Cong Liu
  In IEEE Real-Time Systems Symposium, Porto, Portugal, December, 2016.
• [RTSS 2016] Enabling predictable wireless data collection in severe energy harvesting environments
  Zheng Dong, Yu Gu, Jiming Chen, Shaojie Tang, Tian He, and Cong Liu
  In IEEE Real-Time Systems Symposium, Porto, Portugal, December, 2016.
• [SECON 2016] Energy Synchronized Task Assignment in Rechargeable Sensor Networks
  Zheng Dong, Yu Gu, Lingkun Fu, Peng Cheng, Liang He, Chau Yuen, Wei Gao, Tian He and Cong Liu
  In The 13th IEEE International Conference on Sensing, Communication and Networking, LONDON, UK.
• [ToN] Delay Minimization for Relay-based Cooperative Data Exchange with Network Coding
  Zheng Dong, Dau Son Hoang, Yuen Chau, Yu Gu and Xiumin Wang
  IEEE/ACM Transactions on Networking, 2014.
• [SECON 2014] REPC: Reliable and Efficient Participatory Computing for Mobile Devices
  Zheng Dong, Linghe Kong, Peng Cheng, Liang He, Yu Gu, Lu Fang, Ting Zhu and Cong Liu
  In The 11th IEEE International Conference on Sensing, Communication and Networking, Singapore.
• [SENSYS - Demo 2013] Exploring Smartphone-based Participatory Computing to Improve Pervasive Surveillance
  Zheng Dong, Banghui Lu, Liang He, Peng Cheng, Yu Gu and Lu Fang
  In the 11th ACM Conference on Embedded Networked Sensor System, Rome, Italy.
• [ISIT 2013] Balanced Sparsest Generator Matrices for MDS Codes
  S. H. Dau, W. Song, Zheng Dong, and C. Yuen
  In Proceedings of the IEEE International Symposium on Information Theory, Istanbul, Turkey.
• [VTC 2013] Delay Minimization for Relay-Based Cooperative Data Exchange with Network Coding
  Zheng Dong, Xiumin Wang, Dau Son Hoang and Yuen Chau
  In Proceedings of IEEE 78th Vehicular Technology Conference, Las Vegas, USA.
• [NSWCTC 2010] Delay-aware broadcast scheduling in wireless networks using network coding
  Zheng Dong, Cheng Zhan, Yinlong Xu
  In Proceedings of Networks Security Wireless Communications and Trusted Computing, Wuhan, China.