output
20122026
most citedSimple and Deep Graph Convolutional Networks

402 citations

Showing 2021Show all

124 papers · 1 filter

quant-ph2021★ 3 cited

Integrating Quantum Processor Device and Control Optimization in a Gradient-based Framework

Xiaotong Ni, Hui-Hai Zhao, Lei Wang +2

In a quantum processor, the device design and external controls together contribute to the quality of the target quantum operations. As we continuously seek better alternative qubi…

quant-ph2021★ 152 cited

Fluxonium: an alternative qubit platform for high-fidelity operations

Feng Bao, Hao Deng, Dawei Ding +25

Superconducting qubits provide a promising path toward building large-scale quantum computers. The simple and robust transmon qubit has been the leading platform, achieving multipl…

cs.AR2021★ 17 cited

N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores

Yu Gong, Zhihan Xu, Zhezhi He +4

Accelerating the neural network inference by FPGA has emerged as a popular option, since the reconfigurability and high performance computing capability of FPGA intrinsically satis…

cs.CL2021★ 6 cited

Simple Contrastive Representation Adversarial Learning for NLP Tasks

Deshui Miao, Jiaqi Zhang, Wenbo Xie +4

Self-supervised learning approach like contrastive learning is attached great attention in natural language processing. It uses pairs of training data augmentations to build a clas…

cs.LG2021★ 4 cited

KNAS: Green Neural Architecture Search

Jingjing Xu, Liang Zhao, Junyang Lin +3

Many existing neural architecture search (NAS) solutions rely on downstream training for architecture evaluation, which takes enormous computations. Considering that these computat…

cs.CL2021★ 3 cited

Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval

Linlong Xu, Baosong Yang, Xiaoyu Lv +3

Interactive and non-interactive model are the two de-facto standard frameworks in vector-based cross-lingual information retrieval (V-CLIR), which embed queries and documents in sy…