Xinyi Zhang

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Purdue University

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Nanyang Technological University

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University of Pittsburgh

Featured Co-authors

Xin Wang
283 publications
Fei Wang
149 publications
Ming-Hsuan Yang
115 publications
Lei Yang
72 publications
Yiyu Shi
65 publications
Xiaowei Xu
41 publications
Weiwei Wan
38 publications
Kensuke Harada
37 publications
Muhammad Abdul-Mageed
37 publications
Qiang Sun
32 publications
Cong Hao
26 publications

∙ 04/29/2022

H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness

The complex nature of real-world problems calls for heterogeneity in bot...

Xinyi Zhang, et al. ∙

∙ 04/28/2022

FPIRM: Floating-point Processing in Racetrack Memories

Convolutional neural networks (CNN) have become a ubiquitous algorithm w...

Sebastien Ollivier, et al. ∙

∙ 03/17/2022

Fighting Noise with Noise: Causal Inference with Many Candidate Instruments

Instrumental variable methods provide useful tools for inferring causal ...

Xinyi Zhang, et al. ∙

∙ 03/07/2022

QSDsan: An Integrated Platform for Quantitative Sustainable Design of Sanitation and Resource Recovery Systems

Sustainable sanitation and resource recovery technologies are needed to ...

Yalin Li, et al. ∙

∙ 02/18/2022

EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization

Conventionally, DNN models are trained once in the cloud and deployed in...

Yue Tang, et al. ∙

∙ 02/13/2022

Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey

Advances in distributed machine learning can empower future communicatio...

Zhilin Wang, et al. ∙

∙ 10/01/2021

Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning

To address the performance gap of English ASR models on L2 English speak...

Toshiko Shibano, et al. ∙

∙ 06/02/2021

A Topological Solution of Entanglement for Complex-shaped Parts in Robotic Bin-picking

This paper addresses the problem of picking up only one object at a time...

Xinyi Zhang, et al. ∙

∙ 04/13/2021

Thief, Beware of What Get You There: Towards Understanding Model Extraction Attack

Model extraction increasingly attracts research attentions as keeping co...

Xinyi Zhang, et al. ∙

∙ 04/06/2021

mSHINE: A Multiple-meta-paths Simultaneous Learning Framework for Heterogeneous Information Network Embedding

Heterogeneous information networks(HINs) become popular in recent years ...

Xinyi Zhang, et al. ∙

∙ 03/22/2021

Supervised Principal Component Regression for Functional Response with High Dimensional Predictors

We propose a supervised principal component regression method for relati...

Xinyi Zhang, et al. ∙

∙ 09/23/2020

LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network

Hierarchical multi-label text classification(HMTC) problems become popul...

Xinyi Zhang, et al. ∙

∙ 03/02/2020

Gated Fusion Network for Degraded Image Super Resolution

Single image super resolution aims to enhance image quality with respect...

Xinyi Zhang, et al. ∙

∙ 02/06/2020

Low Overhead Online Data Flow Tracking for Intermittently Powered Non-volatile FPGAs

Energy harvesting is an attractive way to power future IoT devices since...

Xinyi Zhang, et al. ∙

∙ 09/16/2019

RVH: Range-Vector Hash for Fast Online Packet Classification

Packet classification according to multi-field ruleset is a key componen...

Tong Shen, et al. ∙

∙ 07/21/2019

Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference

Real-time Deep Neural Network (DNN) inference with low-latency requireme...

Weiwen Jiang, et al. ∙

∙ 01/31/2019

Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search

A fundamental question lies in almost every application of deep neural n...

Weiwen Jiang, et al. ∙

∙ 09/01/2018

DAC-SDC Low Power Object Detection Challenge for UAV Applications

The 55th Design Automation Conference (DAC) held its first System Design...

Xiaowei Xu, et al. ∙

∙ 07/27/2018

Gated Fusion Network for Joint Image Deblurring and Super-Resolution

Single-image super-resolution is a fundamental task for vision applicati...

Xinyi Zhang, et al. ∙