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Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation


Sep 20, 2022
Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka


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Rethinking Efficiency and Redundancy in Training Large-scale Graphs


Sep 02, 2022
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan

* 11 Pages 

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A Variance-Reduced Stochastic Gradient Tracking Algorithm for Decentralized Optimization with Orthogonality Constraints


Aug 29, 2022
Lei Wang, Xin Liu


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Incoporating Weighted Board Learning System for Accurate Occupational Pneumoconiosis Staging


Aug 13, 2022
Kaiguang Yang, Yeping Wang, Qianhao Luo, Xin Liu, Weiling Li

* 6 pages 

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A high-resolution dynamical view on momentum methods for over-parameterized neural networks


Aug 08, 2022
Xin Liu, Wei Tao, Jun Wang, Zhisong Pan

* 7 pages 

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BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation


Jul 18, 2022
Yi Zeng, Dongcheng Zhao, Feifei Zhao, Guobin Shen, Yiting Dong, Enmeng Lu, Qian Zhang, Yinqian Sun, Qian Liang, Yuxuan Zhao, Zhuoya Zhao, Hongjian Fang, Yuwei Wang, Yang Li, Xin Liu, Chengcheng Du, Qingqun Kong, Zizhe Ruan, Weida Bi


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Brain-inspired Graph Spiking Neural Networks for Commonsense Knowledge Representation and Reasoning


Jul 11, 2022
Hongjian Fang, Yi Zeng, Jianbo Tang, Yuwei Wang, Yao Liang, Xin Liu


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Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution


Jul 04, 2022
Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka


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Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding


Jul 04, 2022
Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka


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Cross-Silo Federated Learning: Challenges and Opportunities


Jun 26, 2022
Chao Huang, Jianwei Huang, Xin Liu


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