Tuo Shi

@aalto.fi

Computer Science
Aalto University

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Computer Science Applications
989

Scholar Citations

18

Scholar h-index

22

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Sharp: Shared State Reduction for Efficient Matching of Sequential Patterns
    C Yu, T Shi, M Weidlich, B Zhao
    Proceedings of the VLDB Endowment 19 (5), 987-1000 , 2026
    2026
    Citations: 1
  • E arl : Efficient Agentic RL Post-Training for LLMs under Dynamic Context Lengths
    Z Tan, T Shi, H Yuan, Z Xu, C Yu, B Li, Y Wang, B Zhao
    Proceedings of the Sixth European Workshop on Machine Learning and Systems … , 2026
    2026
    Citations: 1
  • QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL
    C Yu, V Uotila, S Deng, Q Wu, T Shi, S Jiang, L You, B Zhao
    arXiv preprint arXiv:2510.00967 , 2025
    2025
    Citations: 4
  • Discerning MOS of Video Conferencing via Deep Packet Inspection and Video Context Clues
    C Qian, Y Huang, T Shi, J Li, Q Xu, K Wu, J Wang, B Liu
    2025 IEEE/ACM 33rd International Symposium on Quality of Service (IWQoS), 1-10 , 2025
    2025
  • Designing and Implementing AoI-Optimized Scheduling for Autonomous Driving Systems
    C Tang, T Shi, Q Xu, K Wu, N Guan, JM Wu, J Wang
    IEEE INFOCOM 2025-IEEE Conference on Computer Communications, 1-10 , 2025
    2025
    Citations: 1
  • Average AoI minimization with directional charging for wireless-powered network edge
    Q Chen, S Guo, W Xu, J Li, T Shi, H Gao, Z Cai
    IEEE Transactions on Mobile Computing 24 (6), 4889-4906 , 2025
    2025
    Citations: 7
  • Dynamic radio map construction with minimal manual intervention: A state space model-based approach with imitation learning
    X Zhu, T Qiu, W Qu, X Zhou, T Shi, T Xu
    IEEE Transactions on Big Data 11 (4), 1799-1812 , 2024
    2024
    Citations: 5
  • Enhancing the safety of autonomous driving systems via AoI-optimized task scheduling
    T Shi, Q Xu, J Wang, C Xu, K Wu, K Lu, C Qiao
    IEEE Transactions on Vehicular Technology 74 (3), 3804-3819 , 2024
    2024
    Citations: 13
  • Dynamic batching and early-exiting for accurate and timely edge inference
    Y She, T Shi, J Wang, B Liu
    2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), 1-6 , 2024
    2024
    Citations: 9
  • Minimizing latency for multi-dnn inference on resource-limited cpu-only edge devices
    T Wang, T Shi, X Liu, J Wang, B Liu, Y Li, Y She
    IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 2239-2248 , 2024
    2024
    Citations: 9
  • Fair and efficient traffic light control with reinforcement learning
    Y Wan, K Wu, T Shi, J Wang
    International Symposium on Intelligent Computing and Networking, 17-33 , 2024
    2024
    Citations: 6
  • Accurate localization in LOS/NLOS channel coexistence scenarios based on heterogeneous knowledge graph inference
    B Zhang, X Liu, X Xie, X Tong, Y Jia, T Shi, W Qu
    ACM Transactions on Sensor Networks , 2024
    2024
    Citations: 3
  • Optimize the age of useful information in edge-assisted energy-harvesting sensor networks
    T Shi, Z Cai, J Li, H Gao
    ACM Transactions on Sensor Networks 20 (2), 1-26 , 2024
    2024
    Citations: 5
  • Dynamic redeployment of UAV base stations in large-scale and unreliable environments
    S Zhang, Y Li, Y Tian, Z Zhou, X Geng, T Shi
    Internet of Things 24, 100985 , 2023
    2023
    Citations: 7
  • PosMonitor: Fine-grained sleep posture recognition with mmWave radar
    X Liu, W Jiang, S Chen, X Xie, H Liu, Q Cai, X Tong, T Shi, W Qu
    IEEE Internet of Things Journal 11 (7), 11175-11189 , 2023
    2023
    Citations: 43
  • Empirical study and signal intensity prediction for cellular vehicle-to-everything (C-V2X)
    Y Lu, Y Zhang, T Shi, J Wang, JM Wu, B Liu
    2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 1-6 , 2023
    2023
    Citations: 3
  • Application-oriented privacy filter for mmWave radar
    H Liu, X Liu, X Xie, X Tong, T Shi, K Li
    IEEE Communications Magazine 61 (12), 168-174 , 2023
    2023
    Citations: 19
  • Peak AoI minimization at wireless-powered network edge: From the perspective of both charging and transmitting
    Q Chen, S Guo, Z Cai, J Li, T Shi, H Gao
    IEEE/ACM Transactions on Networking 32 (1), 806-821 , 2023
    2023
    Citations: 18
  • Optimizing average AoI with directional charging for wireless-powered network edge
    Q Chen, S Guo, W Xu, J Li, T Shi, Z Cai, H Gao
    2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10 , 2023
    2023
    Citations: 7
  • Completion time optimization in UAV-relaying-assisted MEC networks with moving users
    Q Qi, T Shi, K Qin, G Luo
    IEEE Transactions on Consumer Electronics 70 (1), 1246-1258 , 2023
    2023
    Citations: 33

MOST CITED SCHOLAR PUBLICATIONS

  • Task scheduling in deadline-aware mobile edge computing systems
    T Zhu, T Shi, J Li, Z Cai, X Zhou
    IEEE Internet of Things Journal 6 (3), 4854-4866 , 2018
    2018
    Citations: 196
  • Distributed query processing in the edge-assisted IoT data monitoring system
    Z Cai, T Shi
    IEEE Internet of Things Journal 8 (16), 12679-12693 , 2020
    2020
    Citations: 104
  • Battery-free wireless sensor networks: A comprehensive survey
    Z Cai, Q Chen, T Shi, T Zhu, K Chen, Y Li
    IEEE Internet of Things Journal 10 (6), 5543-5570 , 2022
    2022
    Citations: 72
  • Adaptive connected dominating set discovering algorithm in energy-harvest sensor networks
    T Shi, S Cheng, Z Cai, J Li
    IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer … , 2016
    2016
    Citations: 61
  • Exploring connected dominating sets in energy harvest networks
    T Shi, S Cheng, Z Cai, Y Li, J Li
    IEEE/ACM transactions on Networking 25 (3), 1803-1817 , 2017
    2017
    Citations: 56
  • Coverage in battery-free wireless sensor networks
    T Shi, J Li, H Gao, Z Cai
    IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 108-116 , 2018
    2018
    Citations: 47
  • PosMonitor: Fine-grained sleep posture recognition with mmWave radar
    X Liu, W Jiang, S Chen, X Xie, H Liu, Q Cai, X Tong, T Shi, W Qu
    IEEE Internet of Things Journal 11 (7), 11175-11189 , 2023
    2023
    Citations: 43
  • Completion time optimization in UAV-relaying-assisted MEC networks with moving users
    Q Qi, T Shi, K Qin, G Luo
    IEEE Transactions on Consumer Electronics 70 (1), 1246-1258 , 2023
    2023
    Citations: 33
  • Constructing connected dominating sets in battery-free networks
    T Shi, S Cheng, J Li, Z Cai
    IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9 , 2017
    2017
    Citations: 32
  • A hybrid human-in-the-loop deep reinforcement learning method for UAV motion planning for long trajectories with unpredictable obstacles
    S Zhang, Y Li, F Ye, X Geng, Z Zhou, T Shi
    Drones 7 (5), 311 , 2023
    2023
    Citations: 31
  • An efficient processing scheme for concurrent applications in the IoT edge
    T Shi, Z Cai, J Li, H Gao, T Qiu, W Qu
    IEEE transactions on mobile computing 23 (1), 135-149 , 2022
    2022
    Citations: 29
  • Dominating sets construction in RF-based battery-free sensor networks with full coverage guarantee
    T Shi, S Cheng, J Li, H Gao, Z Cai
    ACM Transactions on Sensor Networks (TOSN) 15 (4), 1-29 , 2019
    2019
    Citations: 25
  • A novel framework for the coverage problem in battery-free wireless sensor networks
    T Shi, J Li, H Gao, Z Cai
    IEEE Transactions on Mobile Computing 21 (3), 783-798 , 2020
    2020
    Citations: 24
  • Latency-optimal pyramid-based joint communication and computation scheduling for distributed edge computing
    Q Chen, K Wang, S Guo, T Shi, J Li, Z Cai, A Zomaya
    IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10 , 2023
    2023
    Citations: 20
  • Application-oriented privacy filter for mmWave radar
    H Liu, X Liu, X Xie, X Tong, T Shi, K Li
    IEEE Communications Magazine 61 (12), 168-174 , 2023
    2023
    Citations: 19
  • Services management and distributed multihop requests routing in mobile edge networks
    T Shi, Z Cai, J Li, H Gao, J Chen, M Yang
    IEEE/ACM Transactions on Networking 31 (2), 497-510 , 2022
    2022
    Citations: 19
  • The energy-data dual coverage in battery-free sensor networks
    T Shi, Z Cai, J Li, H Gao
    2019 IEEE 39th International Conference on Distributed Computing Systems … , 2019
    2019
    Citations: 19
  • Retrieving the maximal time-bounded positive influence set from social networks
    T Shi, S Cheng, Z Cai, Y Li, J Li
    Personal and Ubiquitous Computing 20 (5), 717-730 , 2016
    2016
    Citations: 19
  • Peak AoI minimization at wireless-powered network edge: From the perspective of both charging and transmitting
    Q Chen, S Guo, Z Cai, J Li, T Shi, H Gao
    IEEE/ACM Transactions on Networking 32 (1), 806-821 , 2023
    2023
    Citations: 18
  • Enhancing the safety of autonomous driving systems via AoI-optimized task scheduling
    T Shi, Q Xu, J Wang, C Xu, K Wu, K Lu, C Qiao
    IEEE Transactions on Vehicular Technology 74 (3), 3804-3819 , 2024
    2024
    Citations: 13