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HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.

J. Xiao, C. Zhang, Y. Gong, M. Yin, Y. Sui, L. Xiang, D. Tao, и B. Yuan. AAAI, стр. 10464-10472. AAAI Press, (2023)

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Xiaodan Miao

Jianmin Miao

Miao Zhang

Bingqi Miao

Jinsong Miao

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CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness.H. Phan, M. Yin, Y. Sui, B. Yuan, и S. Zonouz. AAAI, стр. 2065-2073. AAAI Press, (2023)HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks.M. Yin, Y. Sui, W. Yang, X. Zang, Y. Gong, и B. Yuan. CVPR, стр. 12289-12298. IEEE, (2022)SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile.W. Niu, M. Sanim, Z. Shu, J. Guan, X. Shen, M. Yin, G. Agrawal, и B. Ren. ASPLOS (3), стр. 916-931. ACM, (2024)GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer.M. Yin, B. Uzkent, Y. Shen, H. Jin, и B. Yuan. AAAI, стр. 10954-10962. AAAI Press, (2023)HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.J. Xiao, C. Zhang, Y. Gong, M. Yin, Y. Sui, L. Xiang, D. Tao, и B. Yuan. AAAI, стр. 10464-10472. AAAI Press, (2023)TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition.L. Xiang, M. Yin, C. Zhang, A. Sukumaran-Rajam, P. Sadayappan, B. Yuan, и D. Tao. PPoPP, стр. 260-273. ACM, (2023)High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper.C. Deng, M. Yin, X. Liu, X. Wang, и B. Yuan. ICCAD, стр. 1-6. ACM, (2019)Online Reviews Sentiment Analysis and Product Feature Improvement with Deep Learning.J. Cao, J. Li, M. Yin, и Y. Wang. ACM Trans. Asian Low Resour. Lang. Inf. Process., 22 (8): 203:1-203:17 (августа 2023)Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure.M. Yin, S. Liao, X. Liu, X. Wang, и B. Yuan. CVPR, стр. 12085-12094. Computer Vision Foundation / IEEE, (2021)Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition.Y. Gong, M. Yin, L. Huang, C. Deng, и B. Yuan. IEEE Trans. Computers, 71 (12): 3101-3114 (2022)

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