Liu Ke
Orcid: 0000-0001-7985-820XAffiliations:
- Meta
- Washington University, St. Louis, MO, USA
According to our database1,
Liu Ke
authored at least 16 papers
between 2016 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference.
CoRR, 2023
2022
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM.
IEEE Micro, 2022
Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems.
CoRR, 2022
DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation.
CoRR, 2022
MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022
2021
Evaluating Neural Network-Inspired Analog-to-Digital Conversion With Low-Precision RRAM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021
IACR Cryptol. ePrint Arch., 2021
2020
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks.
IEEE Des. Test, 2020
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020
2019
Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices.
Proceedings of the International Conference on Computer-Aided Design, 2019
SparseBNN: Joint Algorithm/Hardware Optimization to Exploit Structured Sparsity in Binary Neural Network.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019
2018
NNest: Early-Stage Design Space Exploration Tool for Neural Network Inference Accelerators.
Proceedings of the International Symposium on Low Power Electronics and Design, 2018
Proceedings of the International Symposium on Low Power Electronics and Design, 2018
2016
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016
Proceedings of the 2016 IEEE Asia Pacific Conference on Circuits and Systems, 2016