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High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper.

, , , , and . ICCAD, page 1-6. ACM, (2019)

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High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper., , , , and . ICCAD, page 1-6. ACM, (2019)Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure., , , , and . CVPR, page 12085-12094. Computer Vision Foundation / IEEE, (2021)GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer., , , , and . AAAI, page 10954-10962. AAAI Press, (2023)TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition., , , , , , and . PPoPP, page 260-273. ACM, (2023)Online Reviews Sentiment Analysis and Product Feature Improvement with Deep Learning., , , and . ACM Trans. Asian Low Resour. Lang. Inf. Process., 22 (8): 203:1-203:17 (August 2023)HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks., , , , , , , and . AAAI, page 10464-10472. AAAI Press, (2023)SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile., , , , , , , and . ASPLOS (3), page 916-931. ACM, (2024)HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks., , , , , and . CVPR, page 12289-12298. IEEE, (2022)CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness., , , , and . AAAI, page 2065-2073. AAAI Press, (2023)Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach., , , and . HBAI@IJCAI, volume 1072 of Communications in Computer and Information Science, page 209-223. Springer, (2019)