Efficient Methods for Mapping Neural Machine Translator on FPGAs
- Qin Li
- Xiaofan Zhang
- et al.
- 2021
- IEEE TPDS
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TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes
- Carl Pearson
- Kun Wu
- et al.
- 2021
- HPDC 2021
Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-Hidden-Layer Case
- Shuai Zhang
- Meng Wang
- et al.
- 2021
- IEEE TNNLS
Phrasescope: An effective and unsupervised framework for mining high quality phrases
- Omer Anjum
- Mohammad Almasri
- et al.
- 2021
- SDM 2021
Trillion-scale graph processing simulation based on top-down graph upscaling
- Himchan Park
- Jinjun Xiong
- et al.
- 2021
- ICDE 2021
A co-design framework of neural networks and quantum circuits towards quantum advantage
- Weiwen Jiang
- Jinjun Xiong
- et al.
- 2021
- Nature Communications
When Machine Learning Meets Quantum Computers: A Case Study
- Weiwen Jiang
- Jinjun Xiong
- et al.
- 2021
- ASP-DAC 2021
Challenges for Building a Cloud Native Scalable and Trustable Multi-tenant AIoT Platform
- Jinjun Xiong
- Huamin Chen
- 2020
- ICCAD 2020
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
- Xiaofan Zhang
- Hanchen Ye
- et al.
- 2020
- ICCAD 2020
Quantized Higher-Order Tensor Recovery by Exploring Low-Dimensional Structures
- Ren Wang
- Meng Wang
- et al.
- 2020
- ACSSC 2020