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Jinrui Zhang

Postdoctoral Researcher
Tsinghua University
jinruizhang (at) tsinghua.edu.cn


Publications(* = Corresponding author/♠ = Co-first authors ) [Google Scholar]

  1. arXiv
    LLM-Driven Self-Refinement for Embodied Drone Task Planning
    Deyu Zhang, Xicheng Zhang, Jiahao Li, Tingting Long, Xunhua Dai, Yongjian Fu, Jinrui Zhang*, Ju Ren, Yaoxue Zhang.
    arXiv, 2025
    PDF BibTex

  2. arXiv
    Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval
    Deyu Zhang, Tingting Long, Jinrui Zhang*, Ligeng Chen, Ju Ren, Yaoxue Zhang.
    arXiv, 2025
    PDF BibTex

  3. TMC
    MobiFuse: A High-Precision On-device Depth Perception System with Multi-Data Fusion
    Jinrui Zhang, Deyu Zhang, Tingting Long, Wenxin Chen, Ju Ren, Yunxin Liu, Yudong Zhao, Yaoxue Zhang, Youngki Lee.
    IEEE Transactions on Mobile Computing (CCF A), 2025
    PDF BibTex

  4. AIoTSys
    Towards On-device NPU-Friendly Neural Network Operator Optimization
    Ye Wei♠, Jinrui Zhang♠, Deyu Zhang, Huan Yang, Yin Tang.
    The 3rd International Conference on Artificial Intelligence of Things and Systems (AIoTSys'25) (Best Paper Award)
    BibTex

  5. MobiCom
    FocusX: All-in-Focus Image Synthesis for Dynamic Scenes on Mobile Devices
    Jinrui Zhang, Pengkai Li, Fengzu Li, Deyu Zhang, Wei Gao, Sheng Yue, Yaoxue Zhang, Ju Ren.
    The 31th International Conference on Mobile Computing and Networking (ACM MobiCom'25). Acceptance rate = 10.3% (36/348, winter round). (CORE A*, CCF A)
    BibTex

  6. ZKJJ
    Towards ubiquitous intelligence: Current status and prospects of on-device large language models
    Yongheng Deng, Jinrui Zhang, Sheng Yue, Ju Ren.
    Bulletin of National Natural Science Foundation of China《中国科学基金》, 2025.
    PDF BibTex

  7. CJE
    On-Device Intelligence Acceleration Technologies: A Survey
    Jinrui Zhang, Tingting Long, Deyu Zhang, Yuan Xu, Ju Ren, Yaoxue Zhang.
    Acta Electronica Sinica《电子学报》(CCF T1), 2025.
    PDF BibTex

  8. TCSVT
    MAML-RAL: Learning Domain-Invariant HOI Rules for Real-Time Video Matting
    Jiang Xin, Sheng Yue, Jinrui Zhang*, Ju Ren, Feng Qian, Yaoxue Zhang.
    IEEE Transactions on Circuits and Systems for Video Technology(JCR Q1), 2024.
    PDF BibTex

  9. MCE
    Heterogeneous Parallel Acceleration for Edge Intelligence Systems: Challenges and Solutions
    Jinrui Zhang, Congying Zhou, Huan Yang, Deyu Zhang, Ju Ren, Yaoxue Zhang.
    IEEE Consumer Electronics Magazine(JCR Q1), 2024.
    PDF BibTex

  10. Complex & Intelligent System
    FL-Joint: Joint Aligning Features and Labels in Federated Learning for Data Heterogeneity
    Wenxin Chen, Jinrui Zhang*, Deyu Zhang.
    Complex & Intelligent System(JCR Q1), 2024.
    PDF BibTex

  11. Wireless Communications
    Mobile Generative AI: Opportunities and Challenges
    Ye Zhang, Jinrui Zhang*, Sheng Yue, Wei Lu, Ju Ren, Xuemin(Sherman) Shen.
    IEEE Wireless Communications(JCR Q1), 2024
    PDF BibTex

  12. ECAI
    MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos
    Yin Tang, Wei Luo, Jinrui Zhang, Wei Huang, Ruihai Jing, Deyu Zhang.
    The 27th European Conference on Artificial Intelligence (ECAI)(CORE A, CCF B), 2024
    PDF BibTex

  13. IoT-J
    MBSeg: Real-Time Contour-Based Method Instance Segmentation for Egocentric Vision
    Wei Luo, Deyu Zhang, Jinrui Zhang, Bangwen He, Wang Sun, Huan Yang, Ju Ren.
    IEEE Internet of Things Journal (JCR Q1), 2023
    PDF BibTex

  14. TMC
    HiMoDepth: Efficient Training-free High-resolution On-device Depth Perception
    Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Youngki Lee, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu.
    IEEE Transactions on Mobile Computing (CCF A), 2023
    PDF BibTex

  15. SA'23
    Ego3DPose: Capturing 3D Cues from Binocular Egocentric Views
    Taeho Kang, Kyungjin Lee, Jinrui Zhang, Youngki Lee.
    ACM SIGGRAPH Asia 2023 (CORE A*, CCF A)
    PDF BibTex

  16. MobiCom
    MobiDepth: Real-Time Depth Estimation Using On-Device Dual Cameras
    Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu.
    The 28th International Conference on Mobile Computing and Networking (ACM MobiCom'22). Acceptance rate = 18.4% (41/223, winter round). (CORE A*, CCF A)
    PDF BibTex

  17. TMC
    MVPose: Realtime Multi-Person Pose Estimation Using Motion Vector on Mobile Devices
    Jinrui Zhang, Deyu Zhang, Huan Yang, Yunxin Liu, Ju Ren, Xiaohui Xu, Fucheng Jia, Yaoxue Zhang.
    IEEE Transactions on Mobile Computing (CCF A), 2021
    PDF BibTex

  18. IWQoS
    Optimizing Federated Learning on Device Heterogeneity with A Sampling Strategy
    Xiaohui Xu, Sijing Duan, Jinrui Zhang, Yunzheng Luo, Deyu Zhang.
    IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF B), 2021
    PDF BibTex

  19. SenSys
    MobiPose: Real-time multi-person pose estimation on mobile devices
    Jinrui Zhang, Deyu Zhang, Xiaohui Xu, Fucheng Jia, Yunxin Liu, Xuanzhe Liu, Ju Ren, Yaoxue Zhang.
    The 18th Conference on Embedded Networked Sensor Systems (ACM SenSys) (CORE A*, CCF B), 2020
    PDF BibTex