Paper Publications

• [1]  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)
• [2]  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)
• [3]  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)
• [4]  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)
• [5]  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)
• [6]  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)
• [7]  Weihong Liu; Zongwei Zhu*; Boyu Li; Yi Xiong; Zirui Lian; Jiawei Geng; Xuehai Zhou, Arch2End: Two-Stage Unified System-Level Modeling for Heterogeneous Intelligent Devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 43, no. 11, pp. 4154-4165, Nov. 2024, doi: 10.1109/TCAD.2024.3443706. (CCF A 期刊)
• [8]  Zirui Lian; Jing Cao; Qianyue Cao; Weihong Liu; Zongwei Zhu*; Xuehai Zhou. NebulaFL: Self-Organizing Efficient Multilayer Federated Learning Framework With Adaptive Load Tuning in Heterogeneous Edge Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 43, no. 11, pp. 3358-3369, Nov. 2024, doi: 10.1109/TCAD.2024.3443715. (CCF A 期刊)
• [9]  Weihong Liu, Jiawei Geng, Zongwei Zhu*, Yang Zhao, Cheng Ji, Changlong Li, Zirui Lian, Xuehai Zhou. Ace-Sniper: Cloud–Edge Collaborative Scheduling Framework with DNN Inference Latency Modeling on Heterogeneous Devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 43, no. 2, pp. 534-547, Feb. 2024. (CCF A 期刊)
• [10]  Weihong Liu#, Jiawei Geng#, Zongwei Zhu*, Jing Cao, Zirui Lian: Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling. 59th ACM/IEEE Design Automation Conference (DAC 2022):505–510. (CCF A 会议, Selected as Hot-interest Topic)
• [11]  Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu*, Cheng Ji. HADFL: Heterogeneity-aware Decentralized Federated Learning Framework. 58th ACM/IEEE Design Automation Conference (DAC 2021): pp. 1-6. (CCF A 会议)
• [12]  Jiawei Geng, Zongwei Zhu*, Weihong Liu, Xuehai Zhou and Boyu Li. PowerLens: An Adaptive DVFS Framework for Optimizing Energy Efficiency in Deep Neural Networks. 61th ACM/IEEE Design Automation Conference (DAC 2024) : pp. 1-6. (CCF A 会议)
• [13]  Jing Cao, Ran Wei, Qianyue Cao, Yongchun Zheng, Zongwei Zhu*, Cheng Ji and Xuehai Zhou. FedStar: Efficient Federated Learning on Heterogeneous Communication Networks. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, doi: 10.1109/TCAD.2023.3346274, 2023. (CCF A 期刊)
• [14]  Cheng Ji, Riwei Pan, Li-Pin Chang, Liang Shi, Zongwei Zhu*, Yu Liang, Tei-Wei Kuo, Chun Jason Xue. Inspection and Characterization of App File Usage in Mobile Devices. ACM Transactions on Storage, vol. 16, no. 4, pp. 1-25, Sep 2020. (CCF A 期刊)
• [15]  Rui Zhang, Weihong Liu, Zongwei Zhu*, Yulong Zu, Xiaonan Zhang*.HeterScale: A Hierarchical Task Scheduling Framework for Intelligent Edge Collaboration in IIOT. Journal of Systems Architecture Volume 168, November 2025, 103536 (CCF B 期刊)