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Zi (Helen) Huang

Associate Professor

School of Information Technology and Electrical Engineering, University of Queensland

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Dr. Huang's research interests mainly include multimedia indexing and search, social data analysis and knowledge discovery. She has published 100+ papers in prestigious venues, and is currently an Associate Editor of The VLDB Journal. Dr. Huang has received 2016 Chris Wallace Award from Computing Research and Education (CORE) Australasia for a notable breakthrough or a contribution of particular significance in Computer Science, and Women in Technology (WiT) Infotech Research Award 2014, Queensland. She was also a recipient of the Excellence in Higher Degree by Research Supervision Award, University of Queensland, 2018.

Papers229 papers

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Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

Yadan Luo,Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang

national conference on artificial intelligence, (2020)

Bibtex

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks

Ruihong Qiu,Zi Huang, Jingjing Li,Hongzhi Yin

ACM Trans. Inf. Syst., no. 3 (2020): 1-23

EIBibtex

CRSAL: Conversational Recommender Systems with Adversarial Learning

Xuhui Ren,Hongzhi Yin,Tong Chen, Hao Wang, Quoc Viet Hung Nguyen,Zi Huang, Xiangliang Zhang

ACM Transactions on Information Systems (TOIS), (2020)

Bibtex

GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation

Ruihong Qiu,Hongzhi Yin,Zi Huang,Tong Chen

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.669-678, (2020)

EIBibtex

ADMA mediates gastric cancer cell migration and invasion via Wnt/β-catenin signaling pathway

Q Guo,J Xu,Z Huang,Q Yao, F Chen,H Liu,Z Zhang,J Lin

Clinical & translational oncology : official publication of the Federation of Spanish Oncology Socie..., (2020)

WOSBibtex

A Pulsed RTN Transient Measurement Technique: Demonstration on the Understanding of the Switching in Resistance Memory

E. R. Hsieh,H. W. Cheng,Z. H. Huang, C. H. Chuang, S. P. Yang,Steve S. Chung

2020 IEEE International Reliability Physics Symposium (IRPS), pp.1-4, (2020)

EIWOSBibtex

Progressive Graph Learning for Open-Set Domain Adaptation

Yadan Luo,Zijian Wang,Zi Huang, Mahsa Baktashmotlagh

Bibtex

A Hemodynamic Mechanism Correlating with the Initiation of MCA Bifurcation Aneurysms

Z Huang,M Zeng, W G Tao, F Y Zeng,C Q Chen,L B Zhang,F H Chen

AJNR. American journal of neuroradiology, (2020)

WOSBibtex

[Clinical analysis of intravenous-cardiac leiomyomatosis]

Y Zhao,Z H Huang,W Fu, T S Liu, R Dong

Zhonghua yi xue za zhi, no. 22 (2020): 1741-1744

WOSBibtex

ORD: Object Relationship Discovery for Visual Dialogue Generation

Wang Ziwei,Huang Zi, Luo Yadan,Lu Huimin

Bibtex

Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks

Jiasheng Duan, Yadan Luo, Ziwei Wang,Zi Huang

ADC, pp.93-104, (2020)

EIBibtex

Progressive Graph Learning for Open-Set Domain Adaptation

Yadan Luo,Zijian Wang, Mahsa Baktashmotlagh,Zi Huang

ICML 2020, (2020)

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Deep Collaborative Discrete Hashing with Semantic-Invariant Structure Construction

Zijian Wang, Zheng Zhang, Yadan Luo,Zi Huang,Heng Tao Shen

IEEE Transactions on Multimedia, (2020)

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Group Recommendation with Latent Voting Mechanism

Lei Guo,Hongzhi Yin, Qinyong Wang,Bin Cui,Zi Huang,Lizhen Cui

ICDE, pp.121-132, (2020)

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ALPHA defensin (human neutrophil peptide-1) slows surgically-induced osteoarthritis in association with promoting M1 to M2 macrophage polarization

Z. Huang, J. Xie,V. Kraus,F. Pei

Osteoarthritis and Cartilage, (2020)

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GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection

Zhang Shijie,Yin Hongzhi,Chen Tong,Hung Quoc Viet Nguyen,Huang Zi,Cui Lizhen

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.689-698, (2020)

EIBibtex

Try This Instead: Personalized and Interpretable Substitute Recommendation

Chen Tong,Yin Hongzhi, Ye Guanhua,Huang Zi,Wang Yang,Wang Meng

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Re..., pp.891-900, (2020)

EIBibtex

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning

Luyao Liu,Zheng Zhang,Zi Huang

Neural Processing Letters, pp.1-27, (2020)

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Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices

Qinyong Wang,Hongzhi Yin,Tong Chen,Zi Huang,Hao Wang, Yanchang Zhao, Nguyen Quoc Viet Hung

WWW '20: The Web Conference 2020 Taipei Taiwan April, 2020, pp.906-916, (2020)

Cited by1EIBibtex

Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Yadan Luo,Yang Li,Fumin Shen,Yang Yang,Peng Cui,Zi Huang

IEEE Transactions on Knowledge and Data Engineering, pp.1-1, (2020)

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