b'Chao Li'

ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration

Graph neural networks (GNNs) start to gain momentum after showing signif...
07/19/2021 ∙ by Zhihui Zhang, et al. ∙ 0 ∙ share

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Integrating Circle Kernels into Convolutional Neural Networks

The square kernel is a standard unit for contemporary Convolutional Neur...
07/06/2021 ∙ by Kun He, et al. ∙ 11 ∙ share

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Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy

Federated learning (FL) empowers distributed clients to collaboratively ...
07/05/2021 ∙ by Yipeng Zhou, et al. ∙ 0 ∙ share

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Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery

In this paper, we study multi-dimensional image recovery. Recently, tran...
05/29/2021 ∙ by Yi-Si Luo, et al. ∙ 11 ∙ share

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Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking

Chinese Spell Checking (CSC) aims to detect and correct erroneous charac...
05/26/2021 ∙ by Heng-Da Xu, et al. ∙ 0 ∙ share

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Egocentric Activity Recognition and Localization on a 3D Map

Given a video captured from a first person perspective and recorded in a...
05/20/2021 ∙ by Miao Liu, et al. ∙ 0 ∙ share

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Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network

An approach to reduce motion artifacts in Quantitative Susceptibility Ma...
05/04/2021 ∙ by Chao Li, et al. ∙ 4 ∙ share

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Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness

Inpainting arbitrary missing regions is challenging because learning val...
04/28/2021 ∙ by Manyu Zhu, et al. ∙ 3 ∙ share

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BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification

Alzheimer's disease (AD) is the most common age-related dementia. It rem...
03/10/2021 ∙ by Chao Li, et al. ∙ 0 ∙ share

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NeRD: Neural Representation of Distribution for Medical Image Segmentation

We introduce Neural Representation of Distribution (NeRD) technique, a m...
03/06/2021 ∙ by Hang Zhang, et al. ∙ 13 ∙ share

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On the Memory Mechanism of Tensor-Power Recurrent Models

Tensor-power (TP) recurrent model is a family of non-linear dynamical sy...
03/02/2021 ∙ by Hejia Qiu, et al. ∙ 0 ∙ share

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T3AB: Transparent and Trustworthy Third-party Authority using Blockchain

Increasingly, information systems rely on computational, storage, and ne...
02/02/2021 ∙ by Runhua Xu, et al. ∙ 0 ∙ share

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SteemOps: Extracting and Analyzing Key Operations in Steemit Blockchain-based Social Media Platform

Advancements in distributed ledger technologies are driving the rise of ...
01/30/2021 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Measuring Decentralization in Bitcoin and Ethereum using Multiple Metrics and Granularities

Decentralization has been widely acknowledged as a core virtue of blockc...
01/26/2021 ∙ by Qinwei Lin, et al. ∙ 0 ∙ share

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Expectation-Maximization Regularized Deep Learning for Weakly Supervised Tumor Segmentation for Glioblastoma

We present an Expectation-Maximization (EM) Regularized Deep Learning (E...
01/21/2021 ∙ by Chao Li, et al. ∙ 14 ∙ share

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On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times

In spite that Federated Learning (FL) is well known for its privacy prot...
01/11/2021 ∙ by Yao Fu, et al. ∙ 0 ∙ share

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Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation

Data privacy is an important issue for organizations and enterprises to ...
01/04/2021 ∙ by Jenn-Bing Ong, et al. ∙ 0 ∙ share

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Improving BERT with Syntax-aware Local Attention

Pre-trained Transformer-based neural language models, such as BERT, have...
12/30/2020 ∙ by Zhongli Li, et al. ∙ 0 ∙ share

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NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-sourced Datasets

Training a machine learning model over an encrypted dataset is an existi...
12/18/2020 ∙ by Runhua Xu, et al. ∙ 0 ∙ share

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Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients

Glioblastoma is profoundly heterogeneous in microstructure and vasculatu...
12/05/2020 ∙ by Yifan Li, et al. ∙ 0 ∙ share

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DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator

Many hardware vendors have introduced specialized deep neural networks (...
11/11/2020 ∙ by Zihan Liu, et al. ∙ 0 ∙ share

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Channel Pruning via Multi-Criteria based on Weight Dependency

Channel pruning has demonstrated its effectiveness in compressing ConvNe...
11/06/2020 ∙ by Yangchun Yan, et al. ∙ 0 ∙ share

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An Empirical-cum-Statistical Approach to Power-Performance Characterization of Concurrent GPU Kernels

Growing deployment of power and energy efficient throughput accelerators...
11/04/2020 ∙ by Nilanjan Goswami, et al. ∙ 0 ∙ share

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How Far Does BERT Look At:Distance-based Clustering and Analysis of BERT's Attention

Recent research on the multi-head attention mechanism, especially that i...
11/02/2020 ∙ by Yue Guan, et al. ∙ 19 ∙ share

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Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration

Non-local low-rank tensor approximation has been developed as a state-of...
10/24/2020 ∙ by Wei He, et al. ∙ 0 ∙ share

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NF-Crowd: Nearly-free Blockchain-based Crowdsourcing

Advancements in distributed ledger technologies are rapidly driving the ...
09/05/2020 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Architectural Implications of Graph Neural Networks

Graph neural networks (GNN) represent an emerging line of deep learning ...
09/02/2020 ∙ by Zhihui Zhang, et al. ∙ 0 ∙ share

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Joint Generative Learning and Super-Resolution For Real-World Camera-Screen Degradation

In real-world single image super-resolution (SISR) task, the low-resolut...
08/01/2020 ∙ by Guanghao Yin, et al. ∙ 0 ∙ share

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Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition

Graph Convolutional Networks (GCNs) have attracted increasing interests ...
07/29/2020 ∙ by Fanfan Ye, et al. ∙ 0 ∙ share

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Topology-Change-Aware Volumetric Fusion for Dynamic Scene Reconstruction

Topology change is a challenging problem for 4D reconstruction of dynami...
07/14/2020 ∙ by Chao Li, et al. ∙ 0 ∙ share

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PFGDF: Pruning Filter via Gaussian Distribution Feature for Deep Neural Networks Acceleration

The existence of a lot of redundant information in convolutional neural ...
06/23/2020 ∙ by Jianrong Xu, et al. ∙ 0 ∙ share

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NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results

This paper reviews the NTIRE 2020 challenge on video quality mapping (VQ...
05/05/2020 ∙ by Dario Fuoli, et al. ∙ 2 ∙ share

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Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters

While prior researches focus on CPU-based microservices, they are not ap...
05/05/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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EventWarden: A Decentralized Event-driven Proxy Service for Outsourcing Arbitrary Transactions in Ethereum-like Blockchains

Transactions represent a fundamental component in blockchains as they ar...
04/27/2020 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration

The research interest in specialized hardware accelerators for deep neur...
02/18/2020 ∙ by Cong Guo, et al. ∙ 0 ∙ share

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Comparison of Decentralization in DPoS and PoW Blockchains

Decentralization is a key indicator for the evaluation of public blockch...
02/06/2020 ∙ by Chao Li, et al. ∙ 0 ∙ share

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H-OWAN: Multi-distorted Image Restoration with Tensor 1x1 Convolution

It is a challenging task to restore images from their variants with comb...
01/29/2020 ∙ by Zihao Huang, et al. ∙ 18 ∙ share

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Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization

Hyperspectral super-resolution (HSR) fuses a low-resolution hyperspectra...
01/06/2020 ∙ by Wei He, et al. ∙ 16 ∙ share

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SilentDelivery: Practical Timed-delivery of Private Information using Smart Contracts

This paper proposes SilentDelivery, a secure, scalable and cost-efficien...
12/17/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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High-Freedom Inverse Design with Deep Neural Network for Metasurface Filter in the Visible

In order to obtain a metasurface structure capable of filtering the ligh...
12/08/2019 ∙ by Xiao Han, et al. ∙ 0 ∙ share

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Single Image Reflection Removal through Cascaded Refinement

We address the problem of removing undesirable reflections from a single...
11/15/2019 ∙ by Chao Li, et al. ∙ 9 ∙ share

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TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation

In this work, we introduce a new problem, named as story-preserving lon...
10/14/2019 ∙ by Fan Yang, et al. ∙ 34 ∙ share

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On a conjecture about a class of permutation quadrinomials

Very recently, Tu et al. presented a sufficient condition about (a_1,a_2...
09/18/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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Image Inpainting with Learnable Bidirectional Attention Maps

Most convolutional network (CNN)-based inpainting methods adopt standard...
09/03/2019 ∙ by Chaohao Xie, et al. ∙ 0 ∙ share

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Gated Convolutional Networks with Hybrid Connectivity for Image Classification

We design a highly efficient architecture called Gated Convolutional Net...
08/26/2019 ∙ by Chuanguang Yang, et al. ∙ 0 ∙ share

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Deep Concept-wise Temporal Convolutional Networks for Action Localization

Existing action localization approaches adopt shallow temporal convoluti...
08/26/2019 ∙ by Xin Li, et al. ∙ 2 ∙ share

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User independent Emotion Recognition with Residual Signal-Image Network

User independent emotion recognition with large scale physiological sign...
08/10/2019 ∙ by Guanghao Yin, et al. ∙ 0 ∙ share

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On the Differential Linear Connectivity Table of Vectorial Boolean Functions

Vectorial Boolean functions are crucial building blocks in symmetric cip...
07/13/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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Best Practices for Learning Domain-Specific Cross-Lingual Embeddings

Cross-lingual embeddings aim to represent words in multiple languages in...
07/06/2019 ∙ by Lena Shakurova, et al. ∙ 0 ∙ share

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Multi-objective Pruning for CNNs using Genetic Algorithm

In this work, we propose a heuristic genetic algorithm (GA) for pruning ...
06/02/2019 ∙ by Chuanguang Yang, et al. ∙ 0 ∙ share

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Chao Li

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