Publications

List of Academic Publications.

Zhen Gao, Shuang Liu, Junbo Zhao, Xiaofei Wang, Yu Wang, Zhu Han (2024). Ensemble-Based Reliability Enhancement for Edge-Deployed CNNs in Few-Shot Scenarios. In TMLCN 2024.
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Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang (2023). Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS "Cold-Start". In AAAI 2023.
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Xuefei Ning, Zixuan Zhou, Junbo Zhao, Tianchen Zhao, Changcheng Tang, Shuang Liang, Huazhong Yang, Yu Wang (2022). TA-GATES: An Encoding Scheme for Neural Network Architectures. In NeurIPS 2022.
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Xuefei Ning, Junbo Zhao, Wenshuo Li, Tianchen Zhao, Yin Zheng, Huazhong Yang, Yu Wang (2020). Discovering Robust Convolutional Architecture at Targeted Capacity: A Multi-Shot Approach.
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