Publications
Filters: Author is Ding, Yufei [Clear All Filters]
APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores. arXiv preprint arXiv:2106.12169.
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2021. On the Co-Design of Quantum Software and Hardware. Proceedings of the Eight Annual ACM International Conference on Nanoscale Computing and Communication.
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2021. DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions. arXiv preprint arXiv:2101.00745.
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2021. ENMC: Extreme Near-Memory Classification via Approximate Screening. MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture.
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2021. GNNAdvisor: An Adaptive and Efficient Runtime System for ${$GNN$}$ Acceleration on GPUs. 15th ${$USENIX$}$ Symposium on Operating Systems Design and Implementation (${$OSDI$}$ 21).
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2021. Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew. 2021 ${$USENIX$}$ Annual Technical Conference (${$USENIX$}$${$ATC$}$ 21).
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2021. Saga: Sparse Adversarial Attack on EEG-Based Brain Computer Interface. ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
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2021. Boosting deep neural network efficiency with dual-module inference. International Conference on Machine Learning.
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2020. Deepsniffer: A dnn model extraction framework based on learning architectural hints. Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems.
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2020. Duet: Boosting deep neural network efficiency on dual-module architecture. 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).
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2020. Eliminating redundant computation in noisy quantum computing simulation. 2020 57th ACM/IEEE Design Automation Conference (DAC).
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2020. iPIM: Programmable in-memory image processing accelerator using near-bank architecture. 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA).
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2020. Towards efficient superconducting quantum processor architecture design. Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems.
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