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).