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INVITED: Computation on Sparse Neural Networks and its Implications for Future Hardware.

, , , , , and . DAC, page 1-6. IEEE, (2020)

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Progressive Weight Pruning of Deep Neural Networks using ADMM., , , , , , , , , and 3 other author(s). CoRR, (2018)ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers., , , , , , , and . ASPLOS, page 925-938. ACM, (2019)Loss Attitude Aware Energy Management for Signal Detection., , , , and . IEEECONF, page 824-828. IEEE, (2022)Automatic Subnetwork Search Through Dynamic Differentiable Neuron Pruning., , , , , , , and . ISQED, page 1-6. IEEE, (2023)BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning., , , , , , , , , and 3 other author(s). ISQED, page 1-8. IEEE, (2022)When 360-degree video meets 5G: a measurement study of delay in live streaming., , , , , , and . MobiArch, page 7-12. ACM, (2022)SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation., , , , , , , , , and 3 other author(s). IEEE Trans. Medical Imaging, 43 (8): 3044-3056 (August 2024)INVITED: Computation on Sparse Neural Networks and its Implications for Future Hardware., , , , , and . DAC, page 1-6. IEEE, (2020)A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers., , , , , , and . ECCV (8), volume 11212 of Lecture Notes in Computer Science, page 191-207. Springer, (2018)Semi-Supervised Graph Ultra-Sparsifier Using Reweighted ℓ1 Optimization., , , and . ICASSP, page 1-5. IEEE, (2023)