| 2026 | AAAI | PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning. | Qianyue Cao, Zongwei Zhu, Zirui Lian, Rui Zhang, Boyu Li, Yi Xiong, Xuehai Zhou |
| 2026 | KSEM | FedGAMA: Federated Learning on Heterogeneous and Long-Tailed Data via Group-Wise Asymmetric Masked Aggregation. | Chenyue Xu, Zongwei Zhu, Qianyue Cao, Rui Zhang, Xuehai Zhou |
| 2025 | FAST | MedFS: Pursuing Low Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Device. | Chao Wu, Cheng Ji, Li-Pin Chang, Zongwei Zhu, Congming Gao, Weichao Guo, Chao Yu, Yanzhi Wang |
| 2025 | FAST | Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices. | Changlong Li, Zongwei Zhu, Chao Wang, Fangming Liu, Fei Xu, Edwin H.-M. Sha, Xuehai Zhou |
| 2024 | DAC | PowerLens: An Adaptive DVFS Framework for Optimizing Energy Efficiency in Deep Neural Networks. | Jiawei Geng, Zongwei Zhu, Weihong Liu, Xuehai Zhou, Boyu Li |
| 2024 | ICCAD | EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices. | Yi Xiong, Weihong Liu, Rui Zhang, Yulong Zu, Zongwei Zhu, Xuehai Zhou |
| 2023 | ECAI | MIATS: A Chinese Spelling Error Correction Algorithm Based on Multimodal Information Alignment of Three-Towers Structure. | Guochao Zhao, Yan Guo, Jia Tang, Zongwei Zhu, Guixing Wu |
| 2023 | EuroSys | ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. | Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, Chun Jason Xue |
| 2023 | ICPADS | Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices. | Junbin Ren, Cheng Ji, Weiwei Jin, Chao Yu, Weichao Guo, Yajuan Du, Zongwei Zhu |
| 2022 | DAC | Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling. | Weihong Liu, Jiawei Geng, Zongwei Zhu, Jing Cao, Zirui Lian |
| 2022 | HPCC | Difference-Adaptive Knowledge Distillation for Resource-Constrained Embedded Devices. | Yi Xiong, Wenjie Zhai, Zongwei Zhu |
| 2022 | ICCD | FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems. | Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou |
| 2021 | CLUSTER | SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters. | Jing Cao, Zongwei Zhu, Xuehai Zhou |
| 2021 | DAC | HADFL: Heterogeneity-aware Decentralized Federated Learning Framework. | Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji |
| 2021 | ICCD | AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems. | Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu |
| 2021 | ISPA | Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning. | Xiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou |
| 2020 | HPCC | Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems. | Fan Wu, Huanghe Liu, Zongwei Zhu, Cheng Ji, Chun Jason Xue |
| 2019 | HPCC | Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server. | Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li |
| 2014 | ICECCS | Behavior Gaps and Relations between Operating System and Applications on Accessing DRAM. | Beilei Sun, Xi Li, Zongwei Zhu, Xuehai Zhou |
| 2014 | ICECCS | A Thread Behavior-Based Memory Management Framework on Multi-core Smartphone. | Zongwei Zhu, Xi Li, Hengchang Liu, Cheng Ji, Yuan Xu, Xuehai Zhou, Beilei Sun |
| 2014 | ISPA | Kernel-User Space Separation in DRAM Memory. | Xi Li, Beilei Sun, Zongwei Zhu, Chao Wang, Xuehai Zhou |
| 2014 | UIC | Towards Energy Optimization Based on Delay-Sensitive Traffic for WiFi Network. | Bo Chen, Xi Li, Xuehai Zhou, Tengfu Liu, Zongwei Zhu |
| 2014 | RTCSA | Memory power optimization on different memory address mapping schemas. | Zongwei Zhu, Xi Li, Chao Wang, Xuehai Zhou |
| 2013 | ISCAS | Power-aware buddy system and task group scheduler. | Xi Li, Zongwei Zhu, Gangyong Jia, Xuehai Zhou |
| 2012 | CLUSTER | Cache Promotion Policy Using Re-reference Interval Prediction. | Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu |
| 2012 | CLUSTER | Memory Affinity: Balancing Performance, Power, Thermal and Fairness for Multi-core Systems. | Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu |
| 2012 | ICPADS | Behavior Aware Data Locality for Caches. | Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu |
| 2012 | MASCOTS | Frequency Affinity: Analyzing and Maximizing Power Efficiency in Multi-core Systems. | Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu |