Recent Publications

, Zi Huang, Jingjing Li. Zheng Zhang. Semantics Disentangling for Generalized Zero-Shot Learning. International Conference on Computer Vision (ICCV) ,2021.
, Jingjing Li , Zi Huang. Mitigating Generation Shifts for Generalized Zero-Shot Learning. ACM MM ,2021.
, Zheng Zhang, Zi Huang. Local Graph Convolutional Networks for Cross-Modal Hashing. ACM MM ,2021.
, Hongzhi Yin, Zi Huang. CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation. ACM MM ,2021.
, Xi Chen, Guilin Qi . Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective. ACM MM ,2021.
, Sen Wang , Miao Xu. Self-Supervised Adversarial Distribution Regularization for Medication Recommendation. IJCAI,2021.
, Jing Jiang. Self-attention enhanced patient journey understanding in healthcare system. ECML PKDD ,2020.
. Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches. ACM MM,2020.
. Memory-Based Network for Scene Graph with Unbalanced Relations. ACM MM,2020.
. BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. ICDM,2020.
. Adaptive Two-Dimensional Embedded Image Clustering.. AAAI, 2020.
. One-Shot Learning for Long-Tail Visual Relation Detection.. AAAI, 2020.
. Graph-based Hierarchical Attention Networks for Movement Intention Detection from EEG Signals. IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE),2019.
. Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection.. ICDM,2019.
. Collective Protection: Preventing Sensitive Inferences via Integrative Transformation.. ICDM, 2019.
. Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. AAAI, 2019. DOI
. Temporal Self-Attention Network for Medical Concept Embedding.. ICDM, 2019.
. Learning to Hash for Efficient Search over Incomplete Knowledge Graphs.. ICDM, 2019.
. Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition. IEEE transactions on cybernetics,2019.
. Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. ICDM, 2018.

Teaching

University of Queensland: Griffith University:

  • first_name [dot] last_name [at] uq.edu.au
  • +61 7 3365 2907
  • Room 649, Building 78, Staff Road, St Lucia, 4072, Brisbane, Queensland, Australia