Chao Li

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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Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution

Recently, image super-resolution has been widely studied and achieved si...
05/07/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion

Increasing demand for fashion recommendation raises a lot of challenges ...
05/06/2019 ∙ by Wen Chen, et al. ∙ 0 ∙ share

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Adversarial Defense Through Network Profiling Based Path Extraction

Recently, researchers have started decomposing deep neural network model...
04/17/2019 ∙ by Yuxian Qiu, et al. ∙ 0 ∙ share

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Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Industrial recommender systems usually consist of the matching stage and...
04/17/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Shared Predictive Cross-Modal Deep Quantization

With explosive growth of data volume and ever-increasing diversity of da...
04/16/2019 ∙ by Erkun Yang, et al. ∙ 0 ∙ share

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Incentivized Blockchain-based Social Media Platforms: A Case Study of Steemit

This paper presents an empirical analysis of Steemit, a key representati...
04/15/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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CryptoNN: Training Neural Networks over Encrypted Data

Emerging neural networks based machine learning techniques such as deep ...
04/15/2019 ∙ by Runhua Xu, et al. ∙ 0 ∙ share

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Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification

Recent years have witnessed the quick progress of the hyperspectral imag...
04/10/2019 ∙ by Cheng Deng, et al. ∙ 0 ∙ share

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Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification

Deep learning has recently attracted significant attention in the field ...
04/04/2019 ∙ by Cheng Deng, et al. ∙ 10 ∙ share

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Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion

Tensor ring (TR) decomposition has been successfully used to obtain the ...
03/21/2019 ∙ by Jinshi Yu, et al. ∙ 0 ∙ share

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Predicting Research Trends From Arxiv

We perform trend detection on two datasets of Arxiv papers, derived from...
03/07/2019 ∙ by Steffen Eger, et al. ∙ 0 ∙ share

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Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification

Two-stream architecture have shown strong performance in video classific...
03/06/2019 ∙ by De Xie, et al. ∙ 16 ∙ share

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Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval

In recent years, hashing has attracted more and more attention owing to ...
03/06/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Collaborative Spatio-temporal Feature Learning for Video Action Recognition

Spatio-temporal feature learning is of central importance for action rec...
03/04/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Anomaly Detection for an E-commerce Pricing System

Online retailers execute a very large number of price updates when compa...
02/25/2019 ∙ by Jagdish Ramakrishnan, et al. ∙ 0 ∙ share

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Scalable and Privacy-preserving Design of On/Off-chain Smart Contracts

The rise of smart contract systems such as Ethereum has resulted in a pr...
02/18/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Decentralized Release of Self-emerging Data using Smart Contracts

In the age of Big Data, releasing protected sensitive data at a future p...
02/14/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Decentralized Privacy-preserving Timed Execution in Blockchain-based Smart Contract Platforms

In the age of Big Data, enabling task scheduling while protecting users'...
02/14/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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New Results about the Boomerang Uniformity of Permutation Polynomials

In EUROCRYPT 2018, Cid et al. BCT2018 introduced a new concept on the cr...
01/17/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction

Dimensionality reduction is an essential technique for multi-way large-s...
01/07/2019 ∙ by Longhao Yuan, et al. ∙ 0 ∙ share

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Chao Li

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