Search Results for author: Zili Wu

Found 4 papers, 0 papers with code

Ultra-low Latency Adaptive Local Binary Spiking Neural Network with Accuracy Loss Estimator

no code implementations31 Jul 2022 Changqing Xu, Yijian Pei, Zili Wu, Yi Liu, YinTang Yang

Spiking neural network (SNN) is a brain-inspired model which has more spatio-temporal information processing capacity and computational energy efficiency.

Quantization

Sub-GMN: The Neural Subgraph Matching Network Model

no code implementations1 Apr 2021 Zixun Lan, Limin Yu, Linglong Yuan, Zili Wu, Qiang Niu, Fei Ma

Comparing with the previous GNNs-based methods for subgraph matching task, our proposed Sub-GMN allows varying query and data graphes in the test/application stage, while most previous GNNs-based methods can only find a matched subgraph in the data graph during the test/application for the same query graph used in the training stage.

Graph Representation Learning Information Retrieval +2

Balanced Order Batching with Task-Oriented Graph Clustering

no code implementations19 Aug 2020 Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu

In this paper, rather than designing heuristics, we propose an end-to-end learning and optimization framework named Balanced Task-orientated Graph Clustering Network (BTOGCN) to solve the BOBP by reducing it to balanced graph clustering optimization problem.

Clustering Deep Clustering +1

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