Juncheng Hu

About Me

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Juncheng Hu
Title: Lecturer, Doctoral Supervisor
Graduate University: Jilin University
Email: jchu@jlu.edu.cn
Research direction: Computer architecture, Internet of Things big data, quantum machine learning, artificial intelligence

Personal Profile

Hu Juncheng, PhD, is a lecturer and doctoral supervisor. Both his bachelor and doctoral degrees are from Jilin University. His team is interested in computer architecture, file systems, storage engines, IoT big data, computer vision and other multimodal data processing technologies, as well as research related to quantum computing/artificial intelligence methods. In the past five years, he has authorized 6 national invention patents, 5 patents are open for authorization, and he has published more than 30 academic papers, including more than 20 high-level papers published as the responsible author, including 10 high-level papers (CCF A/B, CAS Zone 1).

provincial and ministerial-level vertical scientific research projects as the person in charge, including sub-projects of the National Key R&D Program and the Jilin In the two years since joining the company, he has successively undertaken 4 first-class funding for the cross-disciplinary cultivation project within Jilin University Provincial Key R&D Program; 1 (a total of 7 open funding projects of national scientific research platforms projects in the whole school); 3 corporate cooperation projects ; 2 million-level horizontal (including 1 project); the cumulative disposable funds exceed 4 million yuan. In 2023 , he was selected into the seventh batch of Jilin Province Youth Science and Technology Talent Support Project (30 people in the province, 2 in computer science), and in the same year, he won the second prize of the Natural Science Award selected by the Jilin Provincial Department of Science and Technology in 2023 as the second finisher 2024 In . , he was rated as Jilin Province Talent Policy 3.0 Version -D Talent (Provincial Top Talent).

💡Teaching situation: Mainly teaches courses such as computer networks (“101” plan courses), parallel and distributed computing, distributed computing practice, computer system structure, etc., and can guide students to participate in CCF “Sinan Cup” Quantum Computing Programming Challenge, National College Student Computer System Ability Competition and other cutting-edge competitions. (Continuously won national awards)

🏠Team Profile: The JLU based on the Engineering Research Center for Network Technology and Application Software of the Ministry of Education Advanced Network and Intelligent System Research Group was established in 2024 cooperative postdoctoral fellows . Currently, there are 2 doctoral students , 5 master students , nearly 20 , and various forms of undergraduate scientific research training. The research group has published more than 30 high-level journal/conference papers including FAST of Jilin University), TOS , TPDS , CVPR , ACL , AAAI , ACM MM , IJCAI , etc. (top conference in the storage field, the first paper /CAS Zone 1 (CCF Class A). It maintains close cooperation with many cutting-edge research groups at home and abroad represented by the research group of Academician Sun Jiaguang / Professor Wang Jianmin of the School of Software of Tsinghua University (for example: Tsinghua University, University of Science and Technology of China, Nankai University, University of Essex, Lancaster University, University of Bristol, etc.), providing members with diversified cooperation and exchange opportunities and encouraging students to complete scientific research tasks while exercising industry skills, teaching students in accordance with their aptitude.

🔥Enrollment quota: The team has sufficient master/doctoral quotas and welcomes undergraduate research assistants for a long time. The atmosphere is good. Students with programming foundation and high research enthusiasm are welcome to contact us at any time. Contact information: jluhujc (WeChat), jchu@jlu.edu.cn (email).

Job Experience

2023.02 - Present: Lecturer, School of Computer Science and Technology, Jilin University

Education

2017.09 - 2022.06: Doctor of Philosophy (Master and Doctoral Program) of School of Computer Science and Technology, Jilin University (Outstanding Graduate)
2013.09 - 2017.06: Jilin University, School of Computer Science and Technology, Bachelor (Outstanding Graduate)

Research Projects

  1. National Key R&D Program, Scientific Computing Language and Engineering Physics Modeling Language -2 ( 2024YFB3310202 ), 2024-12 Unified Integrated Development Technology of to 2027-11 million, sub - , 1 project leader, ongoing research;
  2. Jilin Province Key R&D Plan, Research on Key Technologies of High-Performance Multimodal Data Processing in Internet of Vehicles Scenarios (20250201076GX), 2025-01 to 2027-12, RMB 500,000, Principal Investigator, Under Research;
  3. Cooperation project, customized development of large-scale visual recognition platform for “Time and Space Journey” robot model, 2024-9 to 2025-9, 1.5 million yuan, host, under research;
  4. Jilin Province Youth Science and Technology Talent Support Project, 2023-10 to 2025-12, RMB 100,000, Principal Investigator, Under Research;
  5. Jilin Provincial Science and Technology Department Talent Special Project - Youth Science and Technology Talent Project (Youth Growth), Research on Sparse Feature Selection Methods for Multi-label Data, 2024-01 to 2025-12, 150,000, Principal Investigator, Under Research;
  6. First-class funding for the cross-disciplinary cultivation project of Jilin University, research on key technologies of bone defect identification and classification AI-assisted diagnosis for medical imaging, 2023-09 to 2025-09, RMB 60,000, principal investigator, ongoing research;
  7. Jilin Province Key R&D Plan, Key Technologies of Heterogeneous Interaction and Reliable Storage of Blockchain (20230201066GX), 2023-01 to 2025-12, RMB 870,000, Participating, Under Research;
  8. National Key R&D Program, “Global Change and Response” sub-project Earth System Model Public Software Platform Development (2017YFA0604500) Project 4, 2017-07 to 2022-07, 960,000, participated, completed;
  9. Jilin Province Key R&D Plan, Encrypted Access Control System for Cloud Storage and Big Data Environment (20180201103GX), 2018-12 to 2021-12, 1.2 million, participated, completed;

Honors and Awards

During his studies, he won many awards, including the Jilin Province Gold Award in the “Internet +” Innovation and Entrepreneurship Competition, two national scholarships, one academic achievement scholarship, and many awards or honorary titles such as the school’s outstanding student cadre, outstanding student, outstanding Communist Party member, outstanding bachelor, and doctoral graduate.

  1. Jilin Provincial Department of Human Resources and Social Security, Jilin Provincial Talent Policy Version 3.0 - Category D Talents (Provincial Top Talents), 2024
  2. Jilin Provincial Association for Science and Technology, the 7th Batch of Jilin Provincial Youth Science and Technology Talent Support Project (30 people in the province, 2 in computer science), 2023
  3. Jilin Provincial Department of Science and Technology, Second Prize in Natural Science, Dimensionality Reduction Theory and Methods of High-Dimensional Complex Big Data, 2/4, 2023
  4. China General Chamber of Commerce, First Prize in Science and Technology, Key Technologies and Applications of Medical Data Processing in High-Performance Environments, 3/11, 2023
  5. Excellent Undergraduate Thesis (Design) Instructor of Jilin University (2024)

Some achievements

Representative papers in the past five years (in reverse chronological order; * indicates the corresponding author):

Conference Papers

  • [1] Guoyu Wang, Xilong Che, Haoyang Wei, Shuo Chen, Puyi He, Juncheng Hu* . Boosting File Systems Elegantly: A Transparent NVM Write-ahead Log for Disk File Systems. The 23rd USENIX Conference on File and Storage Technologies (FAST), 2025. (CCF Class A conference long paper, top conference in the storage field, first paper from Jilin University)
  • [2] Lin Ma, Liang Hu, Qiang Huang, Pingting Hao, Juncheng Hu*. MCF-Spouse: A Multi-label Causal Feature Selection Method With Optimal Spouses Discovery. The 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025. (CCF Class A conference long article)
  • [3] Tianhao Ma, Han Chen, Juncheng Hu, Yungang Zhu, Ximing Li*. Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions. In Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2025. (CCF Class A conference long article)
  • [4] Jiale Zhang, Xilong Che, Yuzhe Fan, Juncheng Hu*. Quantum Delta Encoding: Optimizing Data Storage on Quantum Computers with Resource Efficiency. The 31st International European Conference on Parallel and Distributed Computing(Euro-Par), 2025. (CCF Class B conference long article)
  • [5] Jiale Zhang, Xilong Che, Shiyong Jin, Kaifan Pan, Shun Peng, Juncheng Hu* . Quantum Run-length Encoding: Optimizing Data Compression on Quantum Computers with Exponential Resource Efficiency. ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025. (CCF Class B conference long article)
  • [6] Xilong Che, Jiale Zhang, Shuo Chen, Shun Peng, Juncheng Hu*. QGIP: A Framework Bridging Quantum Grayscale Image Processing and Applications. The 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA), 2024. (CCF Class C conference long article)

Journal Articles

  • [1] Tengfei Li, Minghao Yin*, Juncheng Hu*. BLA: Byzantine-Tolerant Lazy Auditing Framework for Decentralized Storage Data Integrity. ACM Transactions on Storage (2025) (CCF Class A, top journal in the storage field)
  • [2] Jiale Zhang, Xilong Che, Yuzhe Fan, Shun Peng, Geng Chen, Quangong Ma, Juncheng Hu*. Quantum Run-length Encoding: Optimizing Data Compression on Quantum Computers with Exponential Resource Efficiency. Future Generation Computer Systems (2025) (CCF Class C)
  • [3] Juncheng Hu, Shuo Chen, Haoyang Wei, Guoyu Wang, Chenju Pei, Xilong Che*. ​​StorStack: A Full-Stack Design for In-Storage File Systems. Journal of Systems Architecture (2025) (CCF Class B)
  • [4] Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu* , Feng Wang. A privacy-preserving federated graph learning framework for threat detection in IoT trigger-action programming. Expert Systems with Applications. 246: 123180 (2024) (CAS Zone 1, CCF Class C)
  • [5] Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu* , Feng Wang. CCDF-TAP: A Context-Aware Conflict Detection Framework for IoT Trigger-Action Programming With Graph Neural Network. IEEE Internet of Things Journal (2024) (CAS Zone 1, CCF Class C)
  • [6] Juncheng Hu, Gaochao Xu, Liang Hu, Shujing Li, Yang Xing. An Adaptive Energy Efficient MAC Protocol for RF Energy Harvesting WBANs. IEEE Trans. Commun. 71(1): 473-484 (2023) (CAS Zone 2, CCF Class B)
  • [7] Juncheng Hu, Yonghao Li, Wanfu Gao, Ping Zhang. Robust multi-label feature selection with dual-graph regularization. Knowl. Based Syst. 203: 106126 (2020) (CAS Zone 1, CCF Class C)
  • [8] Juncheng Hu, Yonghao Li, Gaochao Xu, Wanfu Gao. Dynamic subspace dual-graph regularized multi-label feature selection. Neurocomputing 467: 184-196 (2022) (CCF Class C)
  • [9] Yonghao Li, Juncheng Hu*, Wanfu Gao. Robust multi-label feature selection with shared label enhancement. Knowl. Inf. Syst. 64(12): 3343-3372 (2022) (CCF Class B)
  • [10] Yang Wu, Yu Wang, Liang Hu, Juncheng Hu*. DCGNN: Adaptive deep graph convolution for heterophily graphs. Information Sciences, 609: 120427 (2024) (CAS Zone 1, CCF Class B)
  • [11] Juncheng Hu, Yongheng Xing, Mo Han, Feng Wang, Kuo Zhao and Xilong Che. Nonnegative matrix tri-factorization based clustering in a heterogeneous information network with star network schema. Tsinghua Science and Technology. 27: 386-395 (2022) (CAS Zone 2)
  • [12] Juncheng Hu, Xilong Che*, Bowen Kan, Yuhan Shao. LS-HTS: an HTC system for large-scale jobs. CCF Trans. High Perform. Comput. (2024) (CCF Class C)

Some patents

  • [1] Hu Juncheng; Che Xilong; Wang Guoyu; Chen Shuo; Wei Haoyang; Huang Zisheng; An efficient file access security method, system, device and medium, 2024-3-8, China, ZL202311307746.2, authorization announcement number: CN 117371032 B;
  • [2] Hu Juncheng; Zhang Jiale; Jin Shiyong; Chen Shuo; Che Xilong; A quantum image data compression method based on Delta coding for efficient file, 2024-5-10, China, ZL202410572582.4, authorization announcement number: CN 118154704 B;
  • [3] Hu Juncheng; Wei Haoyang; Wang Guoyu; Pei Chenju; Shao Yuhan; Che Xilong; A file system acceleration method based on a new type of persistent memory, 2024-6-25, China, ZL 2024 1 0822904.6, authorization announcement number: CN 118394674 B;
  • [4] Hu Juncheng, Zhou Yang, Li Xuezhi, Zhang Jiale, Che Xilong, A hybrid grayscale and color quantum image representation method, 2024-7-26, China, ZL 2024 1 1009382.4, authorization announcement number: CN 118552658 B;
  • [5] Hu Juncheng; Zhou Yang; Li Tengfei; Wang Guoyu; Wei Haoyang; Chen Shuo; Pei Chenju; A method for maintaining data consistency in heterogeneous storage systems, 2024-7-16, China, ZL 2024 1 0947299.5, authorization announcement number: CN 118503015 B;
  • [6] Hu Juncheng; Li Shujing; Li Tengfei; Chen Yinfeng; Liu Lingxu; A cross-layer optimized data transmission scheduling method for body area networks, 2023-06-20, China, CN202310731756.2 (open to public authorization);
  • [7] Hu Juncheng; Che Xilong; Hu Liang; Wang Guoyu; Kan Bowen; Chen Jiawang; Zhang Yuanbo; A nested general computing parallel processing architecture, 2021-10-25, China, CN202111251850.5 (open to public authorization);
  • [8] Hu Juncheng; Wang Guoyu; Che Xilong; Chen Shuo; Wei Haoyang; A file access system and method using a storage device, 2023-10-10, China, CN202311306372.2 (open to public authorization);
  • [9] Li Shujing; Hu Liang; Hu Juncheng; An energy-adaptive collaborative transmission method in radio frequency energy harvesting body area network, 2023-02-21, China, CN202310145557.3 (public pending authorization);
  • [10] Li Shujing; Hu Liang; Hu Juncheng; An adaptive adjustment method for sensor transmission power in radio frequency energy harvesting body area network, 2023-02-21, China, CN202310145552.0 (public pending authorization);

Academic Services

  1. Senior Member of China Computer Federation (CCF Senior Member)
  2. Architecture Committee of China Computer Federation,
  3. Executive member of the Distributed Computing and Systems Committee of the China Computer Society
  4. CCF Youth Science and Technology Forum (YOCSEF) Changchun Forum AC
  5. Invited to serve as guest editor of Tsinghua Science and Technology, reviewer of international conferences such as ACM MM, WWW, IJCAI, ICME, and international journals such as TPDS, FGCS, IoT-J, TSMC, Expert Systems with Applications, and PC member of several conferences
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