Scientific Research

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Paper Publications

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•  Jiawei Geng, Zongwei Zhu*, Weihong Liu,Xuehai Zhou. MultiLens: A Multi-Objective Adaptive DVFS Framework for Energy-Efficient DNN Inference. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, doi: 10.1109/TCAD.2025.3597236 2025, Accept. (CCF A 期刊).
•  Changlong Li, Zongwei Zhu*, Yuyangjun Lu , Chao Wang , Xuehai Zhou , Edwin H.- M. Sha . A Lightweight I/O Throttling Service for the User Experience of Mobile Devices. IEEE Transactions on Services Computing 2025, Accept. (CCF A 期刊).
•  Zirui Lian, Qianyue Cao, Chao Liang, Jing Cao, Zongwei Zhu∗ , Zhi Yang, Cheng Ji, Changlong Li, Xuehai Zhou. HaloFL: Efficient Heterogeneity-Aware Federated Learning through Optimal Submodel Extraction and Dynamic Sparse Adjustment. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, Accept. (CCF A 期刊).
•  Boyu Li, Zongwei Zhu*, Weihong Liu, Qianyue Cao, Changlong Li, Cheng Ji, Xi Li, and Xuehai Zhou; Magnifer: A Chiplet Feature-Aware Test Case Generation Method for Deep Learning Accelerators. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, Accept. (CCF A 期刊).
•  Changlong Li; Zongwei Zhu*; Yu Liang; Xuehai Zhou; Freezing-based Memory and Process Co-design for User Experience on Resource-limited Mobile Devices. ACM Transactions on Computer Systems, 2025, Accept. (CCF A 期刊) .
•  Changlong Li; Zongwei Zhu*; Chao Wang; Fangming Liu; Fei Xu; Edwin Sha; Xuehai Zhou; Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices. The 23rd USENIX Conference on File and Storage Technologies (FAST '25), Accept. (CCF A 会议).

Patents

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• [1]. 朱宗卫;熊义昆;唐鑫;周学海;李曦;王超；一种基于多注意力特征记忆模型的预测方法和装置，2024-02-02，中国，ZL202110782631.3,
• [2]. 朱宗卫; 刘伟鸿; 周学海; 李曦; 王超; 基于神经网络相似度建模的实时DNN调度系统及方法, 2023-7-28, 中国, ZL202110708893.5,
• [3]. 朱宗卫; 周学海; 李曦; 王超; 基于异构算力感知的去中心化联邦学习框架及建模方法, 2023-6-6,中国, ZL202110258488.8,
• [4]. 朱宗卫; 郑永春; 王超; 周学海; 李曦; 基于Entity Embedding和TCN模型的移动应用使用行为预测方法, 2023-6-6, 中国, ZL202111207574.2,
• [5]. 朱宗卫; 刘黄河; 胡亚辉; 一种平台无关的可扩展的分布式系统任务调度支撑框架, 2023-7-25, 中国, ZL201910265745.3,
• [6]. 朱宗卫; 章博; 苑福利; 席兴宇; 王延龄; 朱骁睿; 凌康志; 周学海; 一种嵌入式系统分布式调度系统, 2022-9-13, 中国, ZL202010965175.1,

Published Books

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Research Projects

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• (1) 纵向项目，国家自然科学基金面上基金，国家自然科学基金委，2026.01-2029.12，50万元，负责人；,
• (2) 纵向项目，载人空间站工程空间科学与应用项目，XXXX，2025.08-2028.12，108万元，负责人；,
• (3) 纵向项目，XXXX，XXXX，2024.12-2028.12，1690万元，负责人；,
• (4) 纵向项目，XXXX，XXXX，2024.04-2026.03，87.5万元，负责人；,
• (5) 纵向项目，国家重点研发计划子课题，中华人民共和国科学技术部，2023.03-2026.02，199.14万元，负责人；,
• (6) 纵向项目，XXX稳定支持基金项目，XXXX，2022.08-2024.07，20万元，负责人；,