Hu Wang
Email : hu.wang@adelaide.edu.au
Github : http://github.com/billhhh
CSDN Tech Blog : https://huwang.blog.csdn.net/ (300th in 31,000,000 users)
I am currently a research fellow at Australian Institute for Machine Learning (AIML), the University of Adelaide, under the supervision of Prof. Gustavo Carneiro, Dr. Lingqiao Liu and Dr. Qi Wu. Previously, I was a Ph.D. student supervised by Prof. Chunhua Shen and Dr. Qi Wu.

Google scholar

My research interests lay on Computer Vision, Multimodal Learning, Medical Image Processing, Reinforcement Learning, Machine Learning Theory and Security of AI models.

News

  • Jul 2021, a Data Hiding Survey paper has been published on arXiv.
  • Jul 2021, a Model Quantization Image Super-Resolution paper has been accepted by ACM Multimedia 2021. paper
  • Apr 2021, a Robust Digital Watermarking paper has been published on arXiv.
  • Apr 2021, a AI security paper has been accepted by ACISP-2021. paper
  • Apr 2021, a Real-world Image Super-Resolution paper has been published on arXiv.
  • Feb 2021, an international patent w.r.t. Graphical Programming has been granted.
  • Nov 2020, a Multi-document Summarization Survey paper has been published on arXiv.
  • Sep 2020, Lecturer of the course Artificial Intelligence Technologies Semester 2, 2020 with Dr. Wei Emma Zhang.
  • Jun 2020, a Reinforcement Learning on Vision-and-Language Navigation paper has been accepted by ECCV 2020, Video.
  • Apr 2020, a Non-convex Optimisation tutorial has been published on both YouTube and Bilibili.
  • Apr 2020, a Unsupervised Representation Learning paper has been accepted by IJCAI 2020, Video.
  • Jul 2019, a Medical Image Processing paper has been accepted by MICCAI 2019.
  • Feb 2019, a Traffic Optimisation with Reinforcement Learning paper has been published on arXiv.
  • Dec 2018, a guide book for Advanced C++ Programming has been published on the market.
  • Mar 2018, an Online Tensor Decomposition paper has been accepted by ICACI 2018.
  • Jul 2017, Worked as a research engineer at Singapore Management University under the supervision of professor Steven Hoi.
  • Jun 2017, a Graphical Programming patent has been submitted.
  • Nov 2016, a Graphical Programming patent has been accepted.
  • Dec 2015, a Masked-man Detection patent has been submitted.
  • Jul 2015, a Masked-man Detection patent has been accepted.

Books

    A Guide for Advanced C++ Programming. link.

Tutorials

Publications

Fully Quantized Image Super-Resolution Networks
H Wang, P Chen, B Zhuang, C Shen
[PDF] [Code]
Unsupervised Representation Learning by Predicting Random Distances
H Wang, G Pang, C Shen, C Ma
[PDF] [Code]
Soft expert reward learning for vision-and-language navigation
H Wang, Q Wu, C Shen
[PDF]
Robust Watermarking Using Inverse Gradient Attention
H Zhang*, H Wang*, Y Li, Y Cao, C Shen
[PDF] [Code]
Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline
H Wang, H Chen, Q Wu, C Ma, Y Li, C Shen
[PDF] [Code]
Kernel Agnostic Real-world Image Super-resolution
H Wang, C Ma, C Shen
[PDF]
Multi-document Summarization via Deep Learning Techniques: A Survey
C Ma, WE Zhang, M Guo, H Wang, QZ Sheng
[PDF]
Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography
O Byrnes, W La, H Wang, C Ma, M Xue, Q Wu
[PDF]
Oriole: Thwarting Privacy against Trustworthy Deep Learning Models
L Chen, H Wang, B Zi Hao Zhao, M Xue, H Qian
[PDF] [Code]
Delayed Rewards Calibration via Reward Empirical Sufficiency
Y Liu, H Wang, X Wang, X Sun, L Jiang, M Xue
[PDF] [Code]
Multi-label thoracic disease image classification with cross-attention networks
C Ma, H Wang, SCH Hoi
[PDF]
Randomized online CP decomposition
C Ma, X Yang, H Wang
[PDF]
A fast image matting method based on interval-line sampling
H Wang, Y Zhongming, M Congbo, W Hongyue, O Mingting
[PDF]
A Graphical Programming System (similar to Lego EV3)
H Wang, L Qin, H Liang, Z Wu, Y Pan, H Han
[PDF]

Patents & Copyrights

  • Two International Patents in submission!
  • “A Graphical Programming Multithreading Synchronization Method.” 1 June 2017. Patent (201710405733.7).
  • “A Visual Programming Control and Store System.” 30 November 2016. Patent (201611092887.7). Certificate
  • “Dual Mode Video Masked-men Detection Based on Statistical Characteristics.” 20 December 2015. Patent (201510971527.3).
  • “Masked-men Detection Based on Color Features.” 7 July 2015. Patent (201510451280.2).
  • “Intelligent online CP decomposition system”, 16th March 2018, Software copyright (2018SR263150)
  • “Intelligent Masked-Men Detection system.” 26 September 2014. Software copyright (2015SR035707).
  • “ACM/ICPC Online Judge.” 26 March 2014. Software copyright (2015SR035709).

Reviewers

MICCAI, ECML/PKDD, DICTA, ICIG

© Hu Wang 2021