Hu Wang
Email : hu.wang@adelaide.edu.au
Github : http://github.com/billhhh
CSDN Tech Blog : https://huwang.blog.csdn.net/
I am currently a research fellow at Australian Institute for Machine Learning (AIML), the University of Adelaide, working with Prof. Gustavo Carneiro. I received my Ph.D. degree under the supervision of Prof. Chunhua Shen and Dr. Qi Wu. Before that I was honored to have worked with Prof. Steven Hoi at the Singapore Management University on Computer Vision researches.

Google scholar

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

Timeline

  • Sep 2022, a Multi-modal inference attack paper has been accepted by NeurIPS 2022 Paper.
  • Sep 2022, a Multi-document Summarization paper has been accepted by WCCI-IJCNN 2022 Paper.
  • Sep 2022, a Crowd Counting by Reinforcement Learning paper has been accepted by TNNLS Paper.
  • Jul 2022, a Multi-modal Uncertainty Measurement paper has been accepted by ECCV 2022 Paper.
  • Apr 2022, a Medical Image Processing paper has been accepted by MICCAI 2022 Paper.
  • Mar 2022, a Multi-document Summarization Survey paper has been accepted by ACM Computing Survey Paper.
  • Nov 2021, a Model Quantization Image Super-Resolution paper has been published by ACM Multimedia 2021 Paper Video.
  • Nov 2021, a Traffic Optimisation with Reinforcement Learning paper has been published on IEEE Open Journal of Intelligent Transportation System Paper.
  • Jul 2021, a Data Hiding Survey paper has been published on arXiv.
  • May 2021, Currently, I am in a medical research group, named Imagendo, dedicate to endometriosis research.
  • 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.
  • 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.
  • 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

Selected Publications

Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction
H Wang, J Zhang, Y Chen, C Ma, J Avery, L Hull, G Carneiro
European Conference on Computer Vision 2022 (ECCV 2022)
[PDF]
Fully Quantized Image Super-Resolution Networks
H Wang, P Chen, B Zhuang, C Shen
ACM Multimedia 2021 (ACMMM 2021)
[PDF] [Code]
Unsupervised Representation Learning by Predicting Random Distances
H Wang, G Pang, C Shen, C Ma
International Joint Conference on Artificial Intelligence 2021 (IJCAI 2020)
[PDF] [Code]
Soft expert reward learning for vision-and-language navigation
H Wang, Q Wu, C Shen
European Conference on Computer Vision 2020 (ECCV 2020)
[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
IEEE Open Journal of Intelligent Transportation System (OJ-ITS)
[PDF] [Code]
Kernel Adversarial Learning for Real-world Image Super-resolution
H Wang, C Ma, J Zhang, G Carneiro
[PDF] [Code]
Multi-document Summarization via Deep Learning Techniques: A Survey
C Ma, WE Zhang, M Guo, H Wang, QZ Sheng
ACM Computing Survey
[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]
M4I: Multi-modal Models Membership Inference
P Hu, Z Wang, R Sun, H Wang, M Xue
Neural Information Processing Systems 2022 (NeurIPS 2022)
[PDF] [Code]
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation
Y Chen, H Wang, C Wang, Y Tian, F Liu, Y Liu, M Elliott, D J. McCarthy, H Frazer, G Carneiro
Medical Image Computing and Computer Assisted Interventions 2022 (MICCAI 2022)
[PDF]
Oriole: Thwarting Privacy against Trustworthy Deep Learning Models
L Chen, H Wang, B Zi Hao Zhao, M Xue, H Qian
Information Security and Privacy 2021 (ACISP 2021)
[PDF] [Code]
Counting Crowd by Weighing Counts: A Sequential Decision-Making Perspective
H Lu, L Liu, H Wang, Z Cao
IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2022).
[PDF] [Code]
Multi-label thoracic disease image classification with cross-attention networks
C Ma, H Wang, SCH Hoi
Medical Image Computing and Computer Assisted Interventions 2019 (MICCAI 2019)
[PDF]
Randomized online CP decomposition
C Ma, X Yang, H Wang
International Conference on Advanced Computational Intelligence 2018 (ICACI 2018)
[PDF]
A Graphical Programming System (similar to Lego EV3)
H Wang, L Qin, H Liang, Z Wu, Y Pan, H Han
Patent has been published
[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

ECCV, AAAI, MICCAI, EMNLP, TNNLS, TIP, ACCV, ECML/PKDD, DICTA, ICIG

© Hu Wang 2022