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Haozhe Xie

Research Fellow at MMLab@NTU

Academic Block North, 61 Nanyang Drive, Singapore 637335

Highlights

Stackoverflow Reputation: 3500
Google Scholar Citations: 1950
GitHub Followers: 400

Experiences

MMLab@NTU

Research Fellow. Working with Prof. Ziwei Liu

Singapore

Mar. 2023 - Present

Tencent AI Lab

Senior Research Scientist. Outstanding Contributor (2022H1) and Excellent Individual (2022H2)

Shenzhen, China

Aug. 2021 - Feb. 2023

SenseTime Research

Research Intern. Outstanding Intern (2020H2)

Shenzhen, China

Mar. 2019 - Nov. 2020

Education

Harbin Institute of Technology

Ph.D. in Computer Science Supervised by Prof. Hongxun Yao in VILab

Harbin, China

Sept. 2017 - June 2021

Harbin Institute of Technology

M.E. in Computer Science Supervised by Prof. Jie Li in Bioinformatics Lab (MOE Key Laboratory)

Harbin, China

Sept. 2015 - June 2017

Hefei University of Technology

B.E. in Software Engineering Supervised by Prof. Ning An in Gerontechnology Lab

Hefei, China

Sept. 2011 - June 2015

Publications

Spatio-Temporal Deformable Attention Network for Video Deblurring

Huicong Zhang, Haozhe Xie, Hongxun Yao

ECCV 2022

41 4

Long-Range Feature Propagating for Natural Image Matting

Qinglin Liu, Haozhe Xie, Shengping Zhang, Bineng Zhong, Rongrong Ji

ACM Multimedia 2021

42 10

Efficient Regional Memory Network for Video Object Segmentation

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun

CVPR 2021

85 13

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun

ECCV 2020

275 54

Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images

Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang

ICCV 2019

427 108

Spatio-Temporal Filter Adaptive Network for Video Deblurring

Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy Ren

ICCV 2019

161 32

DAVANet: Stereo Deblurring with View Aggregation

Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren

CVPR 2019

138 25

Projects

TinyDNN

TOP 10 CONTRIBUTORS

C++

5.7k 1.4k

It is a deep learning library implementated with C++14, which is suitable for deep learning on IoT devices with limited computational resources. In this project, I add the implementation for transposed convolutional layers and Single Shot MultiBox Detector (SSD) for object detection.

Verwandlung Online Judge

PROJECT OWNER

Java/C++/HTML/CSS/JavaScript

490 123

It is a cross-platform online judge (OJ) system based on the Spring MVC framework. JNI is used with Windows API and POSIX API to monitor the resources occupied by the submitted programs.

DataNinja

PROJECT OWNER

Python/HTML/CSS/JavaScript

It is a web application based on the Flask and MMDetection frameworks, which allows users to label datasets as well as design, train, and test deep neural networks for object detection. Related Patent: CN111709522A.

Academic Services

Reviewer CVPR, ICCV, ECCV, ICML, ICLR, NeurIPS, 3DV, WACV
TPAMI, IJCV, TIP, TMM, PR

Skills

Advanced C++, Java, Python, Linux (PyTorch), Git
Intermediate C, CSS, CUDA, HTML, JavaScript, PHP, SQL, Docker, Qt (QML)
Basic Bash, C#, Visual Basic

Honors & Awards

2022 Excellent Individual Tencent AI Lab
Outstanding Contributor Tencent
2021 Outstanding Graduate Harbin Institute of Technology
2020 National Scholarship MoE of China
Outstanding Intern SenseTime
2017 Outstanding Graduate Harbin Institute of Technology
2016 National Scholarship MoE of China
2015 Outstanding Graduate Hefei University of Technology