Hu Wang
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 research.

Google scholar

My research interests lie in Medical Machine Learning, Multi-modal Learning, Computer Vision, Security of AI Models, Reinforcement Learning, Machine Learning Theory, etc.

Timeline

  • Jun 2023, a Multi-modal Learning with Missing Modality paper will be presented at CVPR 2023 Paper.
  • Apr 2023, a MRI and Ultrasound Image analysis paper has been accepted by ISBI 2023, and received *Best Oral Paper Award Paper.
  • Apr 2023, a MRI Image reconstruction with MAE paper has been accepted by EMBC 2023 Paper.
  • Apr 2023, a Robust Digital Watermarking survey paper has been accepted by IEEE Transactions on Computational Social Systems (TCSS) Paper.
  • Apr 2023, a Robust Digital Watermarking paper has been accepted by International Journal of Intelligent Systems (IJIS) Paper.
  • 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.
  • Jul 2022, a Multi-document Summarization paper has been accepted by PACLIC 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, dedicated to endometriosis research.
  • 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.
  • Jun 2017, a Graphical Programming patent has been accepted.
  • Nov 2016, a Graphical Programming patent has been accepted.
  • Dec 2015, a Masked-man Detection patent has been accepted.
  • Jul 2015, a Masked-man Detection patent has been accepted.

Books

    A Guide for Advanced C++ Programming. link.

Tutorials

Selected Publications

Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling
H Wang, Y Chen, C Ma, J Avery, L Hull, G Carneiro
Computer Vision and Pattern Recognition 2023 (CVPR 2023)
[PDF] [Code]
(Due to IP restrictions of the Imagendo project, the code cannot be released at this stage)
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] [Code]
(Due to IP restrictions of the Imagendo project, the code cannot be released at this stage)
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
International Journal of Intelligent Systems (IJIS)
[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
Z Wang, O Byrnes, H Wang, R Sun, C Ma, H Chen, Q Wu, M Xue
IEEE Transactions on Computational Social Systems (TCSS)
[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]
Distilling Missing Modality Knowledge from Ultrasound for Endometriosis Diagnosis with Magnetic Resonance Images
Y Zhang, H Wang, D Butler, M To, J Avery, L Hull, G Carneiro
International Symposium on Biomedical Imaging 2023 (ISBI 2023, *Best Oral Paper Award)
[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
Patents have been published
[PDF] [Patents (No.20 & No.27)]

Patents & Copyrights

  • “A Graphical Programming Multithreading Synchronization Method.” 1 June 2017. Patent (201710405733.7). Software
  • “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”, 16 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).

Paper Review Services

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

© Hu Wang 2023