b'Quan Chen'

research

∙ 08/10/2023

Cross-Domain Product Representation Learning for Rich-Content E-Commerce

The proliferation of short video and live-streaming platforms has revolu...

0 Xuehan Bai, et al. ∙

research

∙ 08/09/2023

Cross-view Semantic Alignment for Livestreaming Product Recognition

Live commerce is the act of selling products online through live streami...

0 Wenjie Yang, et al. ∙

research

∙ 07/23/2023

MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems

Along with the fast evolution of deep neural networks, the hardware syst...

0 Guan Shen, et al. ∙

research

∙ 06/19/2023

DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service

The Serverless Computing is becoming increasingly popular due to its eas...

0 Xiaoxiang Shi, et al. ∙

research

∙ 05/27/2023

AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs

Graph neural networks (GNNs) are powerful tools for exploring and learni...

0 Yangjie Zhou, et al. ∙

research

∙ 01/14/2023

Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level

In-memory key-value stores (IMKVSes) serve many online applications beca...

0 Pu Pang, et al. ∙

research

∙ 07/11/2022

DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization

Image color harmonization algorithm aims to automatically match the colo...

2 Ben Xue, et al. ∙

research

∙ 06/29/2022

SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences

The attention mechanisms of transformers effectively extract pertinent i...

0 Guan Shen, et al. ∙

research

∙ 05/17/2022

Multilayer Perceptron Based Stress Evolution Analysis under DC Current Stressing for Multi-segment Wires

Electromigration (EM) is one of the major concerns in the reliability an...

7 Tianshu Hou, et al. ∙

research

∙ 01/17/2022

VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling

Deep learning (DL) models have achieved great success in many applicatio...

0 Zihan Liu, et al. ∙

research

∙ 12/24/2021

The Serverless Computing Survey: A Technical Primer for Design Architecture

The development of cloud infrastructures inspires the emergence of cloud...

0 Zijun Li, et al. ∙

research

∙ 10/18/2021

Boosting Image Outpainting with Semantic Layout Prediction

The objective of image outpainting is to extend image current border and...

0 Ye Ma, et al. ∙

research

∙ 10/08/2021

Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators

Many of today's deep neural network accelerators, e.g., Google's TPU and...

0 Yangjie Zhou, et al. ∙

research

∙ 09/15/2021

A Fast Method for Steady-State Memristor Crossbar Array Circuit Simulation

In this work we propose an effective preconditioning technique to accele...

0 Rui Xie, et al. ∙

research

∙ 09/08/2021

Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection

Federated learning (FL) is a distributed machine learning paradigm that ...

0 Shulai Zhang, et al. ∙

research

∙ 08/25/2021

Pagurus: Eliminating Cold Startup in Serverless Computing with Inter-Action Container Sharing

Serverless computing provides fine-grain resource sharing between Cloud ...

0 Zijun Li, et al. ∙

research

∙ 02/15/2021

FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation

Learning convolutional neural networks (CNNs) with low bitwidth is chall...

0 Chaofan Tao, et al. ∙

research

∙ 02/03/2021

Federated Learning on Non-IID Data Silos: An Experimental Study

Machine learning services have been emerging in many data-intensive appl...

0 Qinbin Li, et al. ∙

research

∙ 12/10/2020

Edge Computing Assisted Autonomous Flight for UAV: Synergies between Vision and Communications

Autonomous flight for UAVs relies on visual information for avoiding obs...

0 Quan Chen, et al. ∙

research

∙ 11/11/2020

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

Many hardware vendors have introduced specialized deep neural networks (...

0 Zihan Liu, et al. ∙

research

∙ 11/02/2020

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...

19 Yue Guan, et al. ∙

research

∙ 05/25/2020

Improving Web Content Blocking With Event-Loop-Turn Granularity JavaScript Signatures

Content blocking is an important part of a performant, user-serving, pri...

0 Quan Chen, et al. ∙

research

∙ 05/05/2020

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...

0 Wei Zhang, et al. ∙

research

∙ 02/18/2020

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

The research interest in specialized hardware accelerators for deep neur...

0 Cong Guo, et al. ∙

research

∙ 01/29/2020

Topology Virtualization and Dynamics Shielding Method for LEO Satellite Networks

Virtual Node (VN) method is widely adopted to handle satellite network t...

0 Quan Chen, et al. ∙

research

∙ 12/27/2019

URSA: Precise Capacity Planning and Contention-aware Scheduling for Public Clouds

Database platform-as-a-service (dbPaaS) is developing rapidly and a larg...

0 Ningxin Zheng, et al. ∙

research

∙ 11/14/2019

Progressive Feature Polishing Network for Salient Object Detection

Feature matters for salient object detection. Existing methods mainly fo...

22 Bo Wang, et al. ∙

research

∙ 04/17/2019

Adversarial Defense Through Network Profiling Based Path Extraction

Recently, researchers have started decomposing deep neural network model...

0 Yuxian Qiu, et al. ∙

research

∙ 03/06/2019

Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure

This paper proposes a two-stage segmentation model, variable-input based...

0 Huitong Pan, et al. ∙

research

∙ 09/05/2018

Semantic Human Matting

Human matting, high quality extraction of humans from natural images, is...

0 Quan Chen, et al. ∙

research

∙ 08/28/2018

DLFuzz: Differential Fuzzing Testing of Deep Learning Systems

Deep learning (DL) systems are increasingly applied to safety-critical d...

0 Jianmin Guo, et al. ∙

research

∙ 01/21/2018

Deep joint rain and haze removal from single images

Rain removal from a single image is a challenge which has been studied f...

0 Liang Shen, et al. ∙

research

∙ 11/07/2017

MSR-net:Low-light Image Enhancement Using Deep Convolutional Network

Images captured in low-light conditions usually suffer from very low con...

0 Liang Shen, et al. ∙

research

∙ 04/08/2017

Exact 3D seismic data reconstruction using Tubal-Alt-Min algorithm

Data missing is an common issue in seismic data, and many methods have b...

0 Feng Qian, et al. ∙

research

∙ 08/26/2015

EOS: Automatic In-vivo Evolution of Kernel Policies for Better Performance

Today's monolithic kernels often implement a small, fixed set of policie...

0 Yan Cui, et al. ∙

Quan Chen

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