| 2026 | ASPDAC | Exploiting the Irregular Input Sparsity in Systolic Array-based DNN Accelerators via Local Soft Pooling. | Desheng Fu, Jingbo Jiang, Xiaomeng Wang, Jingyang Zhu, Xizi Chen, Chi-Ying Tsui |
| 2025 | WCNC | Topology-Aware Routing for Federated Learning Over Multi-Layer Satellite Networks. | Ruanjun Li, Jingyang Zhu, Yijie Mao, Yuanming Shi, Ting Wang, Chunxiao Jiang |
| 2024 | GLOBECOM | Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization. | Yan Zhu, Peng Yang, Jingyang Zhu, Dingzhu Wen, Ting Wang, Yong Zhou, Yuanming Shi, Chunxiao Jiang |
| 2023 | GLOBECOM | Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks. | Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi |
| 2023 | WCNC | Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates. | Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu |
| 2020 | DAC | Tight Compression: Compressing CNN Model Tightly Through Unstructured Pruning and Simulated Annealing Based Permutation. | Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui |
| 2019 | ASPDAC | CompRRAE: RRAM-based convolutional neural network accelerator with reduced computations through a runtime activation estimation. | Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui |
| 2018 | ASPDAC | A high-throughput and energy-efficient RRAM-based convolutional neural network using data encoding and dynamic quantization. | Xizi Chen, Jingbo Jiang, Jingyang Zhu, Chi-Ying Tsui |
| 2018 | DATE | SparseNN: An energy-efficient neural network accelerator exploiting input and output sparsity. | Jingyang Zhu, Jingbo Jiang, Xizi Chen, Chi-Ying Tsui |
| 2017 | ASPDAC | BHNN: A memory-efficient accelerator for compressing deep neural networks with blocked hashing techniques. | Jingyang Zhu, Zhiliang Qian, Chi-Ying Tsui |
| 2016 | ASPDAC | LRADNN: High-throughput and energy-efficient Deep Neural Network accelerator using Low Rank Approximation. | Jingyang Zhu, Zhiliang Qian, Chi-Ying Tsui |
| 2014 | ICDM | R-HBase: A Multi-dimensional Indexing Framework for Cloud Computing Environment. | Shan Huang, Botao Wang, Jingyang Zhu, Guoren Wang, Ge Yu |