Paper Publications

• [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).
• [16] Jiawei Geng#, Jing Cao#, Haipeng Jia, Zongwei Zhu*, Hai Fang, Chengxi Gao, Cheng Ji, Gangyong Jia, Guangjie Han, Xuehai Zhou. Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems. IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 1, pp. 959-972, Jan. 2024. (中科院一区期刊， CCF B类期刊，IF=8.5).
• [17] Zirui Lian, Jing Cao, Zongwei Zhu*, Xuehai Zhou, Weihong Liu. GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems. IEEE Internet of Things Journal, doi: 10.1109/JIOT.2023.3333419 2023. (中科院一区期刊，IF=10.6).
• [18] Zongwei Zhu*#, Wenjie Zhai#, Huanghe Liu, Jiawei Geng,Cheng Ji, Mingliang Zhou*, Gangyong Jia. Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks. IEEE Transactions on Industrial Informatics, vol. 18, no. 6, pp. 4224-4233, June 2022. (中科院一区期刊，IF=12.3).
• [19] Yi Xiong#, Weihong Liu#, Rui Zhang, Yulong Zu, Zongwei Zhu*, Xuehai Zhou*. EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices. 2024 ACM/IEEE International Conference on Computer-Aided Design (ICCAD '24). October 27-31 2024. Newark, NJ, USA. (CCF B 会议，计算机辅助设计顶级会议).
• [20] Yongchun Zheng#, Changlong Li#, Yi Xiong, Weihong Liu, Cheng Ji, Zongwei Zhu*, Lichen Yu. iAware: Interaction Aware Task Scheduling for Reducing Resource Contention in Mobile Systems. ACM Transactions on Embedded Computing Systems, vol. 22, no. 5, Oct 2023. (CCF B 期刊，EMSOFT嵌入式顶级会议Journal Track).